Transfer_Learning

Transfer_Learning

• 2022-11-30 From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks    Mateus Roder, Jurandy Almeida, Gustavo H. de Rosa, Leandro A. Passos, André L. D. Rossi, João P. Papa arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Knowledge  Pose  Action_Recognition  Action  Deep_Learning  PDF
• 2022-11-30 Spatio-Temporal Crop Aggregation for Video Representation Learning    Sepehr Sameni, Simon Jenni, Paolo Favaro arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Sparse  Represenation_Learning  Self-Supervised  Pose  Action  Classification  Summarization  Inference  Prediction  PDF
• 2022-11-30 ClaRet -- A CNN Architecture for Optical Coherence Tomography    Adit Magotra, Aagat Gedam, Tanush Savadi, Emily Li arXiv_CV arXiv_CV  Transfer_Learning  Action  Classification  CNN  PDF
• 2022-11-30 Domain Mismatch Doesn't Always Prevent Cross-Lingual Transfer Learning    Daniel Edmiston, Phillip Keung, Noah A. Smith arXiv_CL arXiv_CL  Embedding  Unsupervised  Transfer_Learning  Zero-Shot  NMT  Classification  PDF
• 2022-11-29 Transferability Estimation Based On Principal Gradient Expectation    Huiyan Qi, Lechao Cheng, Jingjing Chen, Yue Yu, Zunlei Feng, Yu-Gang Jiang arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Knowledge  Pose  PDF
• 2022-11-28 Train smarter, not harder: learning deep abdominal CT registration on scarce data    Javier Pérez de Frutos, André Pedersen, Egidijus Pelanis, David Bouget, Shanmugapriya Survarachakan, Thomas Langø, Ole-Jakob Elle, Frank Lindseth arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Pose  CNN  Inference  PDF
• 2022-11-28 Automated Detection of Dolphin Whistles with Convolutional Networks and Transfer Learning    Burla Nur Korkmaz, Roee Diamant, Gil Danino, Alberto Testolin arXiv_CV arXiv_CV  Transfer_Learning  Pose  Survey  Deep_Learning  Detection  CNN  PDF
• 2022-11-28 Forged Image Detection using SOTA Image Classification Deep Learning Methods for Image Forensics with Error Level Analysis    Raunak Joshi, Abhishek Gupta, Nandan Kanvinde, Pandharinath Ghonge arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Detection  CNN  Image_Classification  PDF
• 2022-11-27 Reinforcement Learning from Simulation to Real World Autonomous Driving using Digital Twin    Kevin Voogd, Jean Pierre Allamaa, Javier Alonso-Mora, Tong Duy Son arXiv_RO arXiv_RO  Transfer_Learning  Reinforcement_Learning  Pose  Autonomous  PDF
• 2022-11-27 MNER-QG: An End-to-End MRC framework for Multimodal Named Entity Recognition with Query Grounding    Meihuizi Jia, Lei Shen, Xin Shen, Lejian Liao, Meng Chen, Xiaodong He, Zhendong Chen, Jiaqi Li arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Knowledge  Pose  Action  Attention  PDF
• 2022-11-26 Cross-domain Microscopy Cell Counting by Disentangled Transfer Learning    Zuhui Wang, Zhaozheng Yin arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Deep_Learning  GAN  PDF
• 2022-11-26 An Automatic SOAP Classification System Using Weakly Supervision And Transfer Learning    Sunjae Kwon, Zhichao Yang, Hong Yu arXiv_CL arXiv_CL  Transfer_Learning  RNN  Pose  Classification  Language_Model  PDF
• 2022-11-26 Transfer RL via the Undo Maps Formalism    Abhi Gupta, Ted Moskovitz, David Alvarez-Melis, Aldo Pacchiano arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Optimization  Knowledge  Pose  Matching  PDF
• 2022-11-25 MCFFA-Net: Multi-Contextual Feature Fusion and Attention Guided Network for Apple Foliar Disease Classification    Md. Rayhan Ahmed, Adnan Ferdous Ashrafi, Raihan Uddin Ahmed, Tanveer Ahmed arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Attention  PDF
• 2022-11-24 Cross-domain Transfer of defect features in technical domains based on partial target data    Tobias Schlagenhauf, Tim Scheurenbrand arXiv_CV arXiv_CV  Transfer_Learning  Pose  Contrastive_Learning  Classification  Deep_Learning  PDF
• 2022-11-24 Differentially Private Image Classification from Features    Harsh Mehta, Walid Krichene, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky arXiv_CV arXiv_CV  Transfer_Learning  Optimization  Pose  Classification  Image_Classification  PDF
• 2022-11-23 Enhancing team performance with transfer-learning during real-world human-robot collaboration    Athanasios C. Tsitos, Maria Dagioglou arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Knowledge  Action  PDF
• 2022-11-23 Agent-Specific Deontic Modality Detection in Legal Language    Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Classification  Detection  Language_Model  PDF
• 2022-11-22 An Emotion-Aware Multi-Task Approach to Fake News and Rumour Detection using Transfer Learning    Arjun Choudhry, Inder Khatri, Minni Jain, Dinesh Kumar Vishwakarma arXiv_CL arXiv_CL  Transfer_Learning  Pose  Emotion  Action  Deep_Learning  Detection  Relation  PDF
• 2022-11-21 Classification of Melanocytic Nevus Images using BigTransfer    Sanya Sinha, Nilay Gupta arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  PDF
• 2022-11-21 Can You Label Less by Using Out-of-Domain Data? Active & Transfer Learning with Few-shot Instructions    Rafal Kocielnik, Sara Kangaslahti, Shrimai Prabhumoye, Meena Hari, R. Michael Alvarez, Anima Anandkumar arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Few-Shot  Language_Model  PDF
• 2022-11-21 Multi-Spectral Image Classification with Ultra-Lean Complex-Valued Models    Utkarsh Singhal, Stella X. Yu, Zackery Steck, Scott Kangas, Aaron A. Reite arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Image_Classification  PDF
• 2022-11-21 Continually learning new languages    Ngoc-Quan Pham, Jan Niehues, Alexander Waibel arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Speech_Recognition  PDF
• 2022-11-21 Understanding and Improving Visual Prompting: A Label-Mapping Perspective    Aochuan Chen, Yuguang Yao, Pin-Yu Chen, Yihua Zhang, Sijia Liu arXiv_CV arXiv_CV  Transfer_Learning  Pose  Relation  PDF
• 2022-11-21 Orientation recognition and correction of Cardiac MRI with deep neural network    Jiyao Liu arXiv_CV arXiv_CV  Transfer_Learning  Recognition  3D  Pose  PDF
• 2022-11-21 Novel transfer learning schemes based on Siamese networks and synthetic data    Dominik Stallmann, Philip Kenneweg, Barbara Hammer arXiv_CV arXiv_CV  Transfer_Learning  Pose  PDF
• 2022-11-20 A Comparative Analysis of Transfer Learning-based Techniques for the Classification of Melanocytic Nevi    Sanya Sinha, Nilay Gupta arXiv_AI arXiv_AI  Transfer_Learning  Classification  Detection  Medical  CNN  PDF
• 2022-11-20 Font Representation Learning via Paired-glyph Matching    Junho Cho, Kyuewang Lee, Jin Young Choi arXiv_CV arXiv_CV  Transfer_Learning  Style_Transfer  Represenation_Learning  Knowledge  Pose  Matching  PDF
• 2022-11-19 Real-World Image Super Resolution via Unsupervised Bi-directional Cycle Domain Transfer Learning based Generative Adversarial Network    Xiang Wang, Yimin Yang, Zhichang Guo, Zhili Zhou, Yu Liu, Qixiang Pang, Shan Du arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Super_Resolution  Adversarial  Pose  Deep_Learning  GAN  CNN  PDF
• 2022-11-18 Impact of visual assistance for automated audio captioning    Wim Boes, Hugo Van hamme arXiv_SD arXiv_SD  Transformer  Embedding  Transfer_Learning  Detection  Caption  PDF
• 2022-11-18 Task Residual for Tuning Vision-Language Models    Tao Yu, Zhihe Lu, Xin Jin, Zhibo Chen, Xinchao Wang arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Knowledge  Pose  Language_Model  PDF
• 2022-11-17 CoLI-Machine Learning Approaches for Code-mixed Language Identification at the Word Level in Kannada-English Texts    H.L. Shashirekha, F. Balouchzahi, M.D. Anusha, G. Sidorov arXiv_AI arXiv_AI  Embedding  Transfer_Learning  RNN  Deep_Learning  PDF
• 2022-11-17 Low-Resource Mongolian Speech Synthesis Based on Automatic Prosody Annotation    Xin Yuan, Robin Feng, Mingming Ye arXiv_SD arXiv_SD  Transfer_Learning  Speech  Pose  Face  Deep_Learning  PDF
• 2022-11-17 Targeted Attention for Generalized- and Zero-Shot Learning    Abhijit Suprem arXiv_CV arXiv_CV  Person_Re-identification  Unsupervised  Transfer_Learning  Zero-Shot  Adversarial  Pose  Classification  Detection  Attention  Re-identification  Inference  PDF
• 2022-11-17 Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine    Ahmad Chaddad, Qizong lu, Jiali Li, Yousef Katib, Reem Kateb, Camel Tanougast, Ahmed Bouridane, Ahmed Abdulkadir arXiv_CV arXiv_CV  Transfer_Learning  Review  Classification  Medical  PDF
• 2022-11-16 AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation    Xinyao Shu, Shiyang Yan, Zhenyu Lu, Xinshao Wang, Yuan Xie arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Pose  Attention  Matching  PDF
• 2022-11-16 Indoor Positioning via Gradient Boosting Enhanced with Feature Augmentation using Deep Learning    Ashkan Goharfar, Jaber Babaki, Mehdi Rasti, Pedro H. J. Nardelli arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  Attention  PDF
• 2022-11-15 A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning    Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen arXiv_CV arXiv_CV  Reconstruction  Segmentation  Transfer_Learning  3D  Represenation_Learning  Self-Supervised  Pose  Medical  Prediction  PDF
• 2022-11-15 SexWEs: Domain-Aware Word Embeddings via Cross-lingual Semantic Specialisation for Chinese Sexism Detection in Social Media    Aiqi Jiang, Arkaitz Zubiaga arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Knowledge  Detection  Relation  PDF
• 2022-11-15 FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers    Jinyu Chen, Wenchao Xu, Song Guo, Junxiao Wang, Jie Zhang, Haozhao Wang arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Few-Shot  Attention  CNN  Language_Model  PDF
• 2022-11-15 DIGEST: Deeply supervIsed knowledGE tranSfer neTwork learning for brain tumor segmentation with incomplete multi-modal MRI scans    Haoran Li, Cheng Li, Weijian Huang, Xiawu Zheng, Yan Xi, Shanshan Wang arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Knowledge  Pose  Action  PDF
• 2022-11-15 Using Human Perception to Regularize Transfer Learning    Justin Dulay, Walter J. Scheirer arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Regularization  Knowledge  PDF
• 2022-11-14 QueryForm: A Simple Zero-shot Form Entity Query Framework    Zifeng Wang, Zizhao Zhang, Jacob Devlin, Chen-Yu Lee, Guolong Su, Hao Zhang, Jennifer Dy, Vincent Perot, Tomas Pfister arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Zero-Shot  Pose  Action  PDF
• 2022-11-14 EVA: Exploring the Limits of Masked Visual Representation Learning at Scale    Yuxin Fang, Wen Wang, Binhui Xie, Quan Sun, Ledell Wu, Xinggang Wang, Tiejun Huang, Xinlong Wang, Yue Cao arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Recognition  Represenation_Learning  Action_Recognition  Action  Quantitative  Detection  Object_Detection  PDF
• 2022-11-14 Findings of the Covid-19 MLIA Machine Translation Task    Francisco Casacuberta, Alexandru Ceausu, Khalid Choukri, Miltos Deligiannis, Miguel Domingo, Mercedes García-Martínez, Manuel Herranz, Guillaume Jacquet, Vassilis Papavassiliou, Stelios Piperidis, Prokopis Prokopidis, Dimitris Roussis, Marwa Hadj Salah arXiv_CL arXiv_CL  Transfer_Learning  PDF
• 2022-11-14 Seeded iterative clustering for histology region identification    Eduard Chelebian, Francesco Ciompi, Carolina Wählby arXiv_AI arXiv_AI  Segmentation  Transfer_Learning  Sparse  Deep_Learning  PDF
• 2022-11-14 Towards A Unified Conformer Structure: from ASR to ASV Task    Dexin Liao, Tao Jiang, Feng Wang, Lin Li, Qingyang Hong arXiv_SD arXiv_SD  Transformer  Transfer_Learning  Recognition  Speech  Relation  Attention  Speech_Recognition  CNN  Inference  PDF
• 2022-11-14 Recognition of Cardiac MRI Orientation via Deep Neural Networks and a Method to Improve Prediction Accuracy    Houxin Zhou arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Medical  Prediction  PDF
• 2022-11-13 Sign Language to Text Conversion in Real Time using Transfer Learning    Shubham Thakar, Samveg Shah, Bhavya Shah, Anant V. Nimkar arXiv_CV arXiv_CV  Transfer_Learning  Pose  Face  Action  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2022-11-13 Early Diagnosis of Chronic Obstructive Pulmonary Disease from Chest X-Rays using Transfer Learning and Fusion Strategies    Ryan Wang, Li-Ching Chen, Lama Moukheiber, Mira Moukheiber, Dana Moukheiber, Zach Zaiman, Sulaiman Moukheiber, Tess Litchman, Kenneth Seastedt, Hari Trivedi, Rebecca Steinberg, Po-Chih Kuo, Judy Gichoya, Leo Anthony Celi arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  PDF
• 2022-11-13 Pit-Pattern Classification of Colorectal Cancer Polyps Using a Hyper Sensitive Vision-Based Tactile Sensor and Dilated Residual Networks    Nethra Venkatayogi, Qin Hu, Ozdemir Can Kara, Tarunraj G. Mohanraj, S. Farokh Atashzar, Farshid Alambeigi arXiv_RO arXiv_RO  Transfer_Learning  3D  Pose  Face  Classification  Detection  PDF
• 2022-11-12 Improving Deep Facial Phenotyping for Ultra-rare Disorder Verification Using Model Ensembles    Alexander Hustinx, Fabio Hellmann, Ömer Sümer, Behnam Javanmardi, Elisabeth André, Peter Krawitz, Tzung-Chien Hsieh arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Pose  Face  Face_Recognition  PDF
• 2022-11-11 Palm Vein Recognition via Multi-task Loss Function and Attention Layer    Jiashu Lou, Jie zou, Baohua Wang arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Action  Classification  Attention  CNN  Prediction  Matching  PDF
• 2022-11-10 Warmup and Transfer Knowledge-Based Federated Learning Approach for IoT Continuous Authentication    Mohamad Wazzeh, Hakima Ould-Slimane, Chamseddine Talhi, Azzam Mourad, Mohsen Guizani arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Action  PDF
• 2022-11-10 Assistive Completion of Agrammatic Aphasic Sentences: A Transfer Learning Approach using Neurolinguistics-based Synthetic Dataset    Rohit Misra, Sapna S Mishra, Tapan K. Gandhi arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Speech  Pose  PDF
• 2022-11-09 Cross-lingual Transfer Learning for Check-worthy Claim Identification over Twitter    Maram Hasanain, Tamer Elsayed arXiv_CL arXiv_CL  Transfer_Learning  Bert  Zero-Shot  GAN  PDF
• 2022-11-09 Towards Global Crop Maps with Transfer Learning    Hyun-Woo Jo, Alkiviadis Koukos, Vasileios Sitokonstantinou, Woo-Kyun Lee, Charalampos Kontoes arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Detection  PDF
• 2022-11-09 Combination of multiple neural networks using transfer learning and extensive geometric data augmentation for assessing cellularity scores in histopathology images    Jacob D. Beckmann, Kosta Popovic arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  CNN  Prediction  PDF
• 2022-11-08 Classification of Colorectal Cancer Polyps via Transfer Learning and Vision-Based Tactile Sensing    Nethra Venkatayogi, Ozdemir Can Kara, Jeff Bonyun, Naruhiko Ikoma, Farshid Alambeigi arXiv_RO arXiv_RO  Transfer_Learning  3D  Face  Quantitative  Classification  Detection  PDF
• 2022-11-08 When & How to Transfer with Transfer Learning    Adrian Tormos, Dario Garcia-Gasulla, Victor Gimenez-Abalos, Sergio Alvarez-Napagao arXiv_AI arXiv_AI  Transfer_Learning  Pose  Action  Deep_Learning  PDF
• 2022-11-08 Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study    Hongjun Choi, Eun Som Jeon, Ankita Shukla, Pavan Turaga arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Classification  Image_Classification  PDF
• 2022-11-08 From fat droplets to floating forests: cross-domain transfer learning using a PatchGAN-based segmentation model    Kameswara Bharadwaj Mantha, Ramanakumar Sankar, Yuping Zheng, Lucy Fortson, Thomas Pengo, Douglas Mashek, Mark Sanders, Trace Christensen, Jeffrey Salisbury, Laura Trouille, Jarrett E. K. Byrnes, Isaac Rosenthal, Henry Houskeeper, Kyle Cavanaugh arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  GAN  PDF
• 2022-11-07 A Transfer Learning Approach for UAV Path Design with Connectivity Outage Constraint    Gianluca Fontanesi, Anding Zhu, Mahnaz Arvaneh, Hamed Ahmadi arXiv_RO arXiv_RO  Transfer_Learning  Reinforcement_Learning  Pose  Action  Autonomous  PDF
• 2022-11-06 Motion Style Transfer: Modular Low-Rank Adaptation for Deep Motion Forecasting    Parth Kothari, Danya Li, Yuejiang Liu, Alexandre Alahi arXiv_CV arXiv_CV  Transfer_Learning  Style_Transfer  Knowledge  Pose  PDF
• 2022-11-04 Resource-Efficient Transfer Learning From Speech Foundation Model Using Hierarchical Feature Fusion    Zhouyuan Huo, Khe Chai Sim, Bo Li, Dongseong Hwang, Tara N. Sainath, Trevor Strohman arXiv_SD arXiv_SD  Transformer  Transfer_Learning  Recognition  Sparse  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-11-04 Rethinking the transfer learning for FCN based polyp segmentation in colonoscopy    Yan Wen, Lei Zhang, Xiangli Meng, Xujiong Ye arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Pose  Classification  PDF
• 2022-11-04 Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment    Dong Hoon Lee, Sungik Choi, Hyunwoo Kim, Sae-Young Chung arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Optimization  Represenation_Learning  Pose  Prediction  PDF
• 2022-11-04 Integrated Parameter-Efficient Tuning for General-Purpose Audio Models    Ju-ho Kim, Jungwoo Heo, Hyun-seo Shin, Chan-yeong Lim, Ha-Jin Yu arXiv_SD arXiv_SD  Transformer  Embedding  Transfer_Learning  Pose  Classification  PDF
• 2022-11-03 Sky-image-based solar forecasting using deep learning with multi-location data: training models locally, globally or via transfer learning?    Yuhao Nie, Quentin Paletta, Andea Scotta, Luis Martin Pomares, Guillaume Arbod, Sgouris Sgouridis, Joan Lasenby, Adam Brandt arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Knowledge  Deep_Learning  Prediction  PDF
• 2022-11-03 Overcoming Barriers to Skill Injection in Language Modeling: Case Study in Arithmetic    Mandar Sharma, Nikhil Muralidhar, Naren Ramakrishnan arXiv_CL arXiv_CL  Transfer_Learning  Pose  Language_Model  PDF
• 2022-11-03 Could Giant Pretrained Image Models Extract Universal Representations?    Yutong Lin, Ze Liu, Zheng Zhang, Han Hu, Nanning Zheng, Stephen Lin, Yue Cao arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Recognition  Action_Recognition  Action  Detection  Object_Detection  Attention  PDF
• 2022-11-02 Phoneme Segmentation Using Self-Supervised Speech Models    Luke Strgar, David Harwath arXiv_CL arXiv_CL  Transformer  Segmentation  Unsupervised  Transfer_Learning  Review  Speech  Self-Supervised  Prediction  PDF
• 2022-11-02 Low-Resource Music Genre Classification with Advanced Neural Model Reprogramming    Yun-Ning Hung, Chao-Han Huck Yang, Pin-Yu Chen, Alexander Lerch arXiv_AI arXiv_AI  Transfer_Learning  Pose  Classification  PDF
• 2022-11-02 MuMIC -- Multimodal Embedding for Multi-label Image Classification with Tempered Sigmoid    Fengjun Wang, Sarai Mizrachi, Moran Beladev, Guy Nadav, Gil Amsalem, Karen Lastmann Assaraf, Hadas Harush Boker arXiv_CV arXiv_CV  Image_Caption  Embedding  Transfer_Learning  Zero-Shot  Optimization  Represenation_Learning  Knowledge  Pose  Classification  Image_Classification  Prediction  PDF
• 2022-11-02 DEArt: Dataset of European Art    Artem Reshetnikov, Maria-Cristina Marinescu, Joaquim More Lopez arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  Classification  Deep_Learning  Detection  Object_Detection  PDF
• 2022-11-01 Transfer learning and Local interpretable model agnostic based visual approach in Monkeypox Disease Detection and Classification: A Deep Learning insights    Md Manjurul Ahsan, Tareque Abu Abdullah, Md Shahin Ali, Fatematuj Jahora, Md Khairul Islam, Amin G. Alhashim, Kishor Datta Gupta arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  Prediction  PDF
• 2022-11-01 Fine-tuned Generative Adversarial Network-based Model for Medical Images Super-Resolution    Alireza Aghelan, Modjtaba Rouhani arXiv_CV arXiv_CV  Transfer_Learning  Super_Resolution  Adversarial  Pose  GAN  Medical  PDF
• 2022-10-31 Teacher-student curriculum learning for reinforcement learning    Yanick Schraner arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Knowledge  Pose  PDF
• 2022-10-31 Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5    Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Aline Villavicencio, Iryna Gurevych arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Inference  Prediction  PDF
• 2022-10-31 Improving Cause-of-Death Classification from Verbal Autopsy Reports    Thokozile Manaka, Terence van Zyl, Deepak Kar arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Bert  Classification  Language_Model  PDF
• 2022-10-31 Confidence-Nets: A Step Towards better Prediction Intervals for regression Neural Networks on small datasets    Mohamedelmujtaba Altayeb, Abdelrahman M. Elamin, Hozaifa Ahmed, Eithar Elfatih Elfadil Ibrahim, Omer Haydar, Saba Abdulaziz, Najlaa H. M. Mohamed arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  Prediction  PDF
• 2022-10-30 Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning    Roshanak Mirzaee, Parisa Kordjamshidi arXiv_CL arXiv_CL  Transfer_Learning  Relation  Language_Model  QA  PDF
• 2022-10-30 A simple, efficient and scalable contrastive masked autoencoder for learning visual representations    Shlok Mishra, Joshua Robinson, Huiwen Chang, David Jacobs, Aaron Sarna, Aaron Maschinot, Dilip Krishnan arXiv_CV arXiv_CV  Transformer  Reconstruction  Embedding  Transfer_Learning  Self-Supervised  Contrastive_Learning  Relation  Prediction  PDF
• 2022-10-30 Actionable Phrase Detection using NLP    Adit Magotra arXiv_CL arXiv_CL  Transfer_Learning  Action  Detection  PDF
• 2022-10-29 Few-shot Image Generation via Adaptation-Aware Kernel Modulation    Yunqing Zhao, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Ngai-Man Cheung arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Few-Shot  GAN  PDF
• 2022-10-28 A Survey on Causal Representation Learning and Future Work for Medical Image Analysis    Changjie Lu arXiv_CV arXiv_CV  Transfer_Learning  Represenation_Learning  Pose  Survey  Relation  Medical  Inference  PDF
• 2022-10-28 Parameter-efficient transfer learning of pre-trained Transformer models for speaker verification using adapters    Junyi Peng, Themos Stafylakis, Rongzhi Gu, Oldřich Plchot, Ladislav Mošner, Lukáš Burget, Jan Černocký arXiv_SD arXiv_SD  Transformer  Transfer_Learning  Speech  Pose  PDF
• 2022-10-27 TAD: Transfer Learning-based Multi-Adversarial Detection of Evasion Attacks against Network Intrusion Detection Systems    Islam Debicha, Richard Bauwens, Thibault Debatty, Jean-Michel Dricot, Tayeb Kenaza, Wim Mees arXiv_AI arXiv_AI  Transfer_Learning  Adversarial  Deep_Learning  Detection  Object_Detection  PDF
• 2022-10-27 Towards High-Quality Neural TTS for Low-Resource Languages by Learning Compact Speech Representations    Haohan Guo, Fenglong Xie, Xixin Wu, Hui Lu, Helen Meng arXiv_CL arXiv_CL  Reconstruction  Transfer_Learning  Speech  Pose  GAN  PDF
• 2022-10-26 Trade-off between reconstruction loss and feature alignment for domain generalization    Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron arXiv_CV arXiv_CV  Reconstruction  Transfer_Learning  PDF
• 2022-10-26 Pretrained audio neural networks for Speech emotion recognition in Portuguese    Marcelo Matheus Gauy, Marcelo Finger arXiv_SD arXiv_SD  Transformer  Transfer_Learning  Recognition  Speech  Pose  Emotion  PDF
• 2022-10-26 Fast Yet Effective Speech Emotion Recognition with Self-distillation    Zhao Ren, Thanh Tam Nguyen, Yi Chang, Björn W. Schuller arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Emotion  Inference  PDF
• 2022-10-26 Towards automatic generation of Piping and Instrumentation Diagrams with Artificial Intelligence    Edwin Hirtreiter, Lukas Schulze Balhorn, Artur M. Schweidtmann arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Pose  Prediction  PDF
• 2022-10-26 Multi-Environment based Meta-Learning with CSI Fingerprints for Radio Based Positioning    Anastasios Foliadis, Mario H. Castañeda Garcia, Richard A. Stirling-Gallacher, Reiner S. Thomä arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Deep_Learning  PDF
• 2022-10-26 Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning    Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur arXiv_CL arXiv_CL  Transfer_Learning  Pose  Language_Model  PDF
• 2022-10-25 CLIP-FLow: Contrastive Learning by {s}emi-supervised Iterative Pseudo {l}abeling for Optical Flow Estimation    Zhiqi Zhang, Pan Ji, Nitin Bansal, Changjiang Cai, Qingan Yan, Xiangyu Xu, Yi Xu arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Contrastive_Learning  Optical_Flow  Matching  PDF
• 2022-10-25 Progressive Sentiment Analysis for Code-Switched Text Data    Sudhanshu Ranjan, Dheeraj Mekala, Jingbo Shang arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Recognition  Text_Classification  Pose  Action  Classification  Sentiment  Attention  Language_Model  PDF
• 2022-10-25 A single-cell gene expression language model    William Connell, Umair Khan, Michael J. Keiser arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Knowledge  Self-Supervised  Pose  Language_Model  Prediction  PDF
• 2022-10-25 This joke is MASK: Recognizing Humor and Offense with Prompting    Junze Li, Mengjie Zhao, Yubo Xie, Antonis Maronikolakis, Pearl Pu, Hinrich Schütze arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Action  Relation  PDF
• 2022-10-25 PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion    Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Knowledge_Graph  Language_Model  PDF
• 2022-10-25 XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing    Peng Shi, Rui Zhang, He Bai, Jimmy Lin arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Language_Model  QA  PDF
• 2022-10-24 Boosting Kidney Stone Identification in Endoscopic Images Using Two-Step Transfer Learning    Francisco Lopez-Tiro, Juan Pablo Betancur-Rengifo, Arturo Ruiz-Sanchez, Ivan Reyes-Amezcua, Jonathan El-Beze, Jacques Hubert, Michel Daudon, Gilberto Ochoa-Ruiz, Christian Daul arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Knowledge  Pose  Classification  PDF
• 2022-10-24 Multilingual Auxiliary Tasks Training: Bridging the Gap between Languages for Zero-Shot Transfer of Hate Speech Detection Models    Syrielle Montariol, Arij Riabi, Djamé Seddah arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Zero-Shot  Knowledge  Speech  Pose  Detection  Sentiment  PDF
• 2022-10-23 Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification    Junfei Xiao, Yutong Bai, Alan Yuille, Zongwei Zhou arXiv_CV arXiv_CV  Transformer  Reconstruction  Transfer_Learning  Self-Supervised  Classification  Medical  CNN  PDF
• 2022-10-22 Baby Physical Safety Monitoring in Smart Home Using Action Recognition System    Victor Adewopo, Nelly Elsayed, Kelly Anderson arXiv_AI arXiv_AI  Transfer_Learning  Recognition  3D  RNN  Action_Recognition  Action  Deep_Learning  Prediction  PDF
• 2022-10-22 MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition    David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, Shruti Rijhwani, Michael Beukman, Chester Palen-Michel, Constantine Lignos, Jesujoba O. Alabi, Shamsuddeen H. Muhammad, Peter Nabende, Cheikh M. Bamba Dione, Andiswa Bukula, Rooweither Mabuya, Bonaventure F. P. Dossou, Blessing Sibanda, Happy Buzaaba, Jonathan Mukiibi, Godson Kalipe, Derguene Mbaye, Amelia Taylor, Fatoumata Kabore, Chris Chinenye Emezue, Anuoluwapo Aremu, Perez Ogayo, Catherine Gitau, Edwin Munkoh-Buabeng, Victoire M. Koagne, Allahsera Auguste Tapo, Tebogo Macucwa, Vukosi Marivate, Elvis Mboning, Tajuddeen Gwadabe, Tosin Adewumi, Orevaoghene Ahia, Joyce Nakatumba-Nabende, Neo L. Mokono, Ignatius Ezeani, Chiamaka Chukwuneke, Mofetoluwa Adeyemi, Gilles Q. Hacheme, Idris Abdulmumin, Odunayo Ogundepo, Oreen Yousuf, Tatiana Moteu Ngoli, et al. (1 additional author not shown) arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Zero-Shot  PDF
• 2022-10-22 Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks    Akansha Singh Bansal, Yoonjin Lee, Kyle Hilburn, Imme Ebert-Uphoff arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  3D  RNN  Knowledge  Review  Self-Supervised  Survey  Attention  CNN  PDF
• 2022-10-21 Real-time Detection of 2D Tool Landmarks with Synthetic Training Data    Bram Vanherle, Jeroen Put, Nick Michiels, Frank Van Reeth arXiv_AI arXiv_AI  Transfer_Learning  3D  Pose  Deep_Learning  Detection  PDF
• 2022-10-21 Deep LSTM Spoken Term Detection using Wav2Vec 2.0 Recognizer    Jan Švec, Jan Lehečka, Luboš Šmídl arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Recognition  RNN  Knowledge  Speech  Self-Supervised  Pose  Detection  Speech_Recognition  Language_Model  PDF
• 2022-10-21 An Exploration of Data Efficiency in Intra-Dataset Task Transfer for Dialog Understanding    Josiah Ross, Luke Yoffe, Alon Albalak, William Yang Wang arXiv_CL arXiv_CL  Transfer_Learning  PDF
• 2022-10-21 Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks    Jiyang Guan, Jian Liang, Ran He arXiv_AI arXiv_AI  Transfer_Learning  Adversarial  Pose  Detection  Relation  Attention  PDF
• 2022-10-20 Surgical Fine-Tuning Improves Adaptation to Distribution Shifts    Yoonho Lee, Annie S. Chen, Fahim Tajwar, Ananya Kumar, Huaxiu Yao, Percy Liang, Chelsea Finn arXiv_AI arXiv_AI  Transformer  Transfer_Learning  PDF
• 2022-10-20 Context-driven Visual Object Recognition based on Knowledge Graphs    Sebastian Monka, Lavdim Halilaj, Achim Rettinger arXiv_AI arXiv_AI  Image_Caption  Transfer_Learning  Recognition  Knowledge  Knowledge_Graph  Pose  Deep_Learning  Prediction  PDF
• 2022-10-20 Super-Resolution and Image Re-projection for Iris Recognition    Eduardo Ribeiro, Andreas Uhl, Fernando Alonso-Fernandez arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Super_Resolution  Pose  Deep_Learning  CNN  PDF
• 2022-10-19 CPL: Counterfactual Prompt Learning for Vision and Language Models    Xuehai He, Diji Yang, Weixi Feng, Tsu-Jui Fu, Arjun Akula, Varun Jampani, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Eric Wang arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Contrastive_Learning  Classification  VQA  Few-Shot  Image_Classification  Language_Model  PDF
• 2022-10-19 LAVA: Label-efficient Visual Learning and Adaptation    Islam Nassar, Munawar Hayat, Ehsan Abbasnejad, Hamid Rezatofighi, Mehrtash Harandi, Gholamreza Haffari arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Few-Shot  PDF
• 2022-10-19 Time and Cost-Efficient Bathymetric Mapping System using Sparse Point Cloud Generation and Automatic Object Detection    Andres Pulido, Ruoyao Qin, Antonio Diaz, Andrew Ortega, Peter Ifju, Jaejeong Shin arXiv_CV arXiv_CV  Transfer_Learning  Point_Cloud  3D  Sparse  Classification  Detection  Object_Detection  CNN  PDF
• 2022-10-18 Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning    Shuo Xie, Jiahao Qiu, Ankita Pasad, Li Du, Qing Qu, Hongyuan Mei arXiv_AI arXiv_AI  Transfer_Learning  Pose  Language_Model  PDF
• 2022-10-18 Transfer-learning for video classification: Video Swin Transformer on multiple domains    Daniel Oliveira, David Martins de Matos arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Action  Classification  CNN  Video_Classification  PDF
• 2022-10-18 A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning    Kunbo Ding, Weijie Liu, Yuejian Fang, Weiquan Mao, Zhe Zhao, Tao Zhu, Haoyan Liu, Rong Tian, Yiren Chen arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Zero-Shot  Text_Classification  Pose  Classification  Attention  PDF
• 2022-10-18 Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters    Hongyu Zhao, Hao Tan, Hongyuan Mei arXiv_CL arXiv_CL  Transfer_Learning  Pose  Attention  Inference  Language_Model  PDF
• 2022-10-18 BIOWISH: Biometric Recognition using Wearable Inertial Sensors detecting Heart Activity    Emanuele Maiorana, Chiara Romano, Emiliano Schena, Carlo Massaroni arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Deep_Learning  Activity  PDF
• 2022-10-18 Transfer learning with weak labels from radiology reports: application to glioma change detection    Tommaso Di Noto, Meritxell Bach Cuadra, Chirine Atat, Eduardo Gamito Teiga, Monika Hegi, Andreas Hottinger, Patric Hagmann, Jonas Richiardi arXiv_CV arXiv_CV  Transfer_Learning  Optimization  Knowledge  Pose  Action  Classification  Deep_Learning  Detection  Relation  Medical  Inference  PDF
• 2022-10-18 On effects of Knowledge Distillation on Transfer Learning    Sushil Thapa arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Quantitative  Classification  Image_Classification  PDF
• 2022-10-18 PEMP: Leveraging Physics Properties to Enhance Molecular Property Prediction    Yuancheng Sun, Yimeng Chen, Weizhi Ma, Wenhao Huang, Kang Liu, Zhiming Ma, Wei-Ying Ma, Yanyan Lan arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Pose  Deep_Learning  Relation  Prediction  PDF
• 2022-10-18 Depth Contrast: Self-Supervised Pretraining on 3DPM Images for Mining Material Classification    Prakash Chandra Chhipa, Richa Upadhyay, Rajkumar Saini, Lars Lindqvist, Richard Nordenskjold, Seiichi Uchida, Marcus Liwicki arXiv_CV arXiv_CV  Transfer_Learning  3D  Represenation_Learning  Self-Supervised  Pose  Classification  PDF
• 2022-10-18 Deep Data Augmentation for Weed Recognition Enhancement: A Diffusion Probabilistic Model and Transfer Learning Based Approach    Dong Chen, Xinda Qi, Yu Zheng, Yuzhen Lu, Zhaojian Li arXiv_CV arXiv_CV  Transfer_Learning  Enhancement  Recognition  Adversarial  Classification  Deep_Learning  Attention  GAN  PDF
• 2022-10-17 A Transfer Learning Based Approach for Classification of COVID-19 and Pneumonia in CT Scan Imaging    Gargi Desai, Nelly Elsayed, Zag Elsayed, Murat Ozer arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Classification  Deep_Learning  Medical  CNN  PDF
• 2022-10-17 Review Learning: Alleviating Catastrophic Forgetting with Generative Replay without Generator    Jaesung Yoo, Sunghyuk Choi, Ye Seul Yang, Suhyeon Kim, Jieun Choi, Dongkyeong Lim, Yaeji Lim, Hyung Joon Joo, Dae Jung Kim, Rae Woong Park, Hyeong-Jin Yoon, Kwangsoo Kim arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Review  Pose  Classification  Deep_Learning  Medical  PDF
• 2022-10-17 6th Place Solution to Google Universal Image Embedding    S. Gkelios, A. Kastellos, S. Chatzichristofis arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Face  PDF
• 2022-10-15 Aplicaci'on de redes neuronales convolucionales profundas al diagn'ostico asistido de la enfermedad de Alzheimer    Ángel de la Vega Jiménez arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Detection  Medical  CNN  PDF
• 2022-10-14 Trailers12k: Evaluating Transfer Learning for Movie Trailer Genre Classification    Ricardo Montalvo-Lezama, Berenice Montalvo-Lezama, Gibran Fuentes-Pineda arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  Recognition  Pose  Action_Recognition  Action  Classification  Detection  PDF
• 2022-10-14 Motion-related Artefact Classification Using Patch-based Ensemble and Transfer Learning in Cardiac MRI    Ruizhe Li, Xin Chen arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  GAN  Inference  Prediction  PDF
• 2022-10-14 Is synthetic data from generative models ready for image recognition?    Ruifei He, Shuyang Sun, Xin Yu, Chuhui Xue, Wenqing Zhang, Philip Torr, Song Bai, Xiaojuan Qi arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Recognition  Zero-Shot  Pose  Classification  Few-Shot  PDF
• 2022-10-13 Multi-Task Learning for Joint Semantic Role and Proto-Role Labeling    Aashish Arora, Harshitha Malireddi, Daniel Bauer, Asad Sayeed, Yuval Marton arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Prediction  PDF
• 2022-10-13 Unified Vision and Language Prompt Learning    Yuhang Zang, Wei Li, Kaiyang Zhou, Chen Huang, Chen Change Loy arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Pose  Few-Shot  Language_Model  PDF
• 2022-10-13 Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets    Anurag Roy, David Johnson Ekka, Saptarshi Ghosh, Abir Das arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  VQA  Few-Shot  PDF
• 2022-10-13 Transfer Deep Reinforcement Learning-based Large-scale V2G Continuous Charging Coordination with Renewable Energy Sources    Yubao Zhang, Xin Chen, Yuchen Zhang arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  PDF
• 2022-10-12 Prompt Generation Networks for Efficient Adaptation of Frozen Vision Transformers    Jochem Loedeman, Maarten C. Stol, Tengda Han, Yuki M. Asano arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Pose  PDF
• 2022-10-12 Token-Label Alignment for Vision Transformers    Han Xiao, Wenzhao Zheng, Zheng Zhu, Jie Zhou, Jiwen Lu arXiv_AI arXiv_AI  Transformer  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Classification  Detection  Attention  CNN  Image_Classification  PDF
• 2022-10-12 Frustratingly Simple Entity Tracking with Effective Use of Multi-Task Learning Models    Janvijay Singh, Fan Bai, Zhen Wang arXiv_CL arXiv_CL  Transformer  Tracking  Transfer_Learning  Prediction  QA  PDF
• 2022-10-12 Self-supervised video pretraining yields strong image representations    Nikhil Parthasarathy, S. M. Ali Eslami, João Carreira, Olivier J. Hénaff arXiv_AI arXiv_AI  Image_Caption  Segmentation  Transfer_Learning  Semantic_Segmentation  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Detection  Object_Detection  PDF
• 2022-10-12 Task Compass: Scaling Multi-task Pre-training with Task Prefix    Zhuosheng Zhang, Shuohang Wang, Yichong Xu, Yuwei Fang, Wenhao Yu, Yang Liu, Hai Zhao, Chenguang Zhu, Michael Zeng arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Self-Supervised  Pose  Relation  Language_Model  PDF
• 2022-10-12 Cross-dataset COVID-19 Transfer Learning with Cough Detection, Cough Segmentation, and Data Augmentation    Bagus Tris Atmaja, Zanjabila, Suyanto, Akira Sasou arXiv_SD arXiv_SD  Segmentation  Transfer_Learning  Pose  Deep_Learning  Detection  PDF
• 2022-10-11 CLIP also Understands Text: Prompting CLIP for Phrase Understanding    An Yan, Jiacheng Li, Wanrong Zhu, Yujie Lu, William Yang Wang, Julian McAuley arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Zero-Shot  Language_Model  PDF
• 2022-10-11 Transfer Learning with Joint Fine-Tuning for Multimodal Sentiment Analysis    Guilherme Lourenço de Toledo, Ricardo Marcondes Marcacini arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Bert  Sentiment_Classification  Classification  Sentiment  PDF
• 2022-10-11 The Fast and Accurate Approach to Detection and Segmentation of Melanoma Skin Cancer using Fine-tuned Yolov3 and SegNet Based on Deep Transfer Learning    Mohamad Taghizadeh, Karim Mohammadi arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Pose  Deep_Learning  Detection  PDF
• 2022-10-11 The Role of Exploration for Task Transfer in Reinforcement Learning    Jonathan C Balloch, Julia Kim, and Jessica L Inman, Mark O Riedl arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Review  Action  GAN  PDF
• 2022-10-11 Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification    Jiashu Xu, Sergii Stirenko arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Classification  Deep_Learning  Medical  PDF
• 2022-10-10 Fast Hierarchical Learning for Few-Shot Object Detection    Yihang She, Goutam Bhat, Martin Danelljan, Fisher Yu arXiv_RO arXiv_RO  Transfer_Learning  Gradient_Descent  Optimization  Pose  Detection  Few-Shot  Object_Detection  PDF
• 2022-10-08 The effect of variable labels on deep learning models trained to predict breast density    Steven Squires, Elaine F. Harkness, D. Gareth Evans, Susan M. Astley arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Relation  Prediction  PDF
• 2022-10-08 Training Deep Learning Algorithms on Synthetic Forest Images for Tree Detection    Vincent Grondin, François Pomerleau, Philippe Giguère, arXiv_AI arXiv_AI  Segmentation  Transfer_Learning  Pose  Deep_Learning  Detection  Object_Detection  Autonomous  PDF
• 2022-10-07 Evaluating the Performance of StyleGAN2-ADA on Medical Images    McKell Woodland, John Wood, Brian M. Anderson, Suprateek Kundu, Ethan Lin, Eugene Koay, Bruno Odisio, Caroline Chung, Hyunseon Christine Kang, Aradhana M. Venkatesan, Sireesha Yedururi, Brian De, Yuan-Mao Lin, Ankit B. Patel, Kristy K. Brock arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Adversarial  Pose  Face  Quantitative  VQA  GAN  Medical  PDF
• 2022-10-07 SpaceQA: Answering Questions about the Design of Space Missions and Space Craft Concepts    Andrés García-Silva, Cristian Berrío, José Manuel Gómez-Pérez, José Antonio Martínez-Heras, Alessandro Donati, Ilaria Roma arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  QA  PDF
• 2022-10-07 Explainable AI based Glaucoma Detection using Transfer Learning and LIME    Touhidul Islam Chayan, Anita Islam, Eftykhar Rahman, Md. Tanzim Reza, Tasnim Sakib Apon, MD. Golam Rabiul Alam arXiv_AI arXiv_AI  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  Attention  Medical  Prediction  PDF
• 2022-10-07 Unsupervised Neural Stylistic Text Generation using Transfer learning and Adapters    Vinayshekhar Bannihatti Kumar, Rashmi Gangadharaiah, Dan Roth arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Pose  Text_Generation  Caption  PDF
• 2022-10-06 Gastrointestinal Disorder Detection with a Transformer Based Approach    A.K.M. Salman Hosain, Mynul islam, Md Humaion Kabir Mehedi, Irteza Enan Kabir, Zarin Tasnim Khan arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Quantitative  Classification  Detection  Medical  CNN  Image_Classification  PDF
• 2022-10-06 Content-Based Search for Deep Generative Models    Daohan Lu, Sheng-Yu Wang, Nupur Kumari, Rohan Agarwal, David Bau, Jun-Yan Zhu arXiv_CV arXiv_CV  Reconstruction  Transfer_Learning  Optimization  Sketch  Few-Shot  PDF
• 2022-10-06 Fault Diagnosis using eXplainable AI: a Transfer Learning-based Approach for Rotating Machinery exploiting Augmented Synthetic Data    Lucas Costa Brito, Gian Antonio Susto Jorge Nei Brito, Marcus Antonio Viana Duarte arXiv_AI arXiv_AI  Transfer_Learning  Pose  CNN  PDF
• 2022-10-05 On Neural Consolidation for Transfer in Reinforcement Learning    Valentin Guillet, Dennis G. Wilson, Carlos Aguilar-Melchor, Emmanuel Rachelson arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Knowledge  Action  PDF
• 2022-10-05 ImpressLearn: Continual Learning via Combined Task Impressions    Dhrupad Bhardwaj, Julia Kempe, Artem Vysogorets, Angela M. Teng, Evaristus C. Ezekwem arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Image_Classification  Inference  PDF
• 2022-10-04 Modular Approach to Machine Reading Comprehension: Mixture of Task-Aware Experts    Anirudha Rayasam, Anusha Kamath, Gabriel Bayomi Tinoco Kalejaiye arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Relation  PDF
• 2022-10-04 Toward Edge-Efficient Dense Predictions with Synergistic Multi-Task Neural Architecture Search    Thanh Vu, Yanqi Zhou, Chunfeng Wen, Yueqi Li, Jan-Michael Frahm arXiv_AI arXiv_AI  NAS  Transfer_Learning  Knowledge  Pose  Relation  Prediction  PDF
• 2022-10-03 Supervised Contrastive Regression    Kaiwen Zha, Peng Cao, Yuzhe Yang, Dina Katabi arXiv_AI arXiv_AI  Transfer_Learning  Pose  Action  PDF
• 2022-10-03 Characterization of effects of transfer learning across domains and languages    Sovesh Mohapatra arXiv_CL arXiv_CL  Transfer_Learning  Bert  Language_Model  PDF
• 2022-10-03 Visual Prompt Tuning for Generative Transfer Learning    Kihyuk Sohn, Yuan Hao, José Lezama, Luisa Polania, Huiwen Chang, Han Zhang, Irfan Essa, Lu Jiang arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Knowledge  GAN  PDF
• 2022-10-03 Unbiased Scene Graph Generation using Predicate Similarities    Misaki Ohashi, Yusuke Matsui arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Relation  Prediction  PDF
• 2022-10-03 Transfer learning on electromyography tasks: approaches and beyond    Di Wu, Jie Yang, Mohamad Sawan arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Review  Adversarial  Survey  PDF
• 2022-10-03 Towards a Unified View on Visual Parameter-Efficient Transfer Learning    Bruce X.B. Yu, Jianlong Chang, Lingbo Liu, Qi Tian, Chang Wen Chen arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Recognition  Knowledge  Pose  Classification  Attention  Image_Classification  PDF
• 2022-10-03 Under the Cover Infant Pose Estimation using Multimodal Data    Daniel G. Kyrollos, Anthony Fuller, Kim Greenwood, JoAnn Harrold, James R. Green arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Pose_Estimation  Pose  Detection  PDF
• 2022-10-02 Spectral Augmentation for Self-Supervised Learning on Graphs    Lu Lin, Jinghui Chen, Hongning Wang arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Adversarial  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2022-10-02 DARE: A large-scale handwritten date recognition system    Christian M. Dahl, Torben S. D. Johansen, Emil N. Sørensen, Christian E. Westermann, Simon F. Wittrock arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  PDF
• 2022-10-02 PCONet: A Convolutional Neural Network Architecture to Detect Polycystic Ovary Syndrome from Ovarian Ultrasound Images    A.K.M. Salman Hosain, Md Humaion Kabir Mehedi, Irteza Enan Kabir arXiv_CV arXiv_CV  Transfer_Learning  OCR  Quantitative  CNN  PDF
• 2022-09-30 Where Should I Spend My FLOPS? Efficiency Evaluations of Visual Pre-training Methods    Skanda Koppula, Yazhe Li, Evan Shelhamer, Andrew Jaegle, Nikhil Parthasarathy, Relja Arandjelovic, João Carreira, Olivier Hénaff arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  Self-Supervised  Attention  PDF
• 2022-09-30 Evaluation of taxonomic and neural embedding methods for calculating semantic similarity    Dongqiang Yang, Yanqin Yin arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Knowledge  Relation  Language_Model  Prediction  PDF
• 2022-09-30 An empirical study of weakly supervised audio tagging embeddings for general audio representations    Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang arXiv_SD arXiv_SD  Embedding  Transfer_Learning  Recognition  Weakly_Supervised  Speech  Self-Supervised  Emotion  Classification  PDF
• 2022-09-29 How to tackle an emerging topic? Combining strong and weak labels for Covid news NER    Aleksander Ficek, Fangyu Liu, Nigel Collier arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Pose  Medical  PDF
• 2022-09-29 3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation    Ho Hin Lee, Shunxing Bao, Yuankai Huo, Bennett A. Landman arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  3D  Pose  Attention  Medical  CNN  PDF
• 2022-09-29 Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights    Konstantin Schürholt, Boris Knyazev, Xavier Giró-i-Nieto, Damian Borth arXiv_CV arXiv_CV  NAS  Transfer_Learning  Knowledge  Pose  PDF
• 2022-09-29 Facial Landmark Predictions with Applications to Metaverse    Qiao Han, Jun Zhao, Kwok-Yan Lam arXiv_CV arXiv_CV  Transfer_Learning  Facial_Landmark  Speech  Face  Prediction  PDF
• 2022-09-29 Bidirectional Language Models Are Also Few-shot Learners    Ajay Patel, Bryan Li, Mohammad Sadegh Rasooli, Noah Constant, Colin Raffel, Chris Callison-Burch arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Zero-Shot  Few-Shot  Denoising  Summarization  Language_Model  PDF
• 2022-09-28 Transfer Learning with Pretrained Remote Sensing Transformers    Anthony Fuller, Koreen Millard, James R. Green arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Matching  PDF
• 2022-09-28 Cyclegan Network for Sheet Metal Welding Drawing Translation    Zhiwei Song, Hui Yao, Dan Tian, Gaohui Zhan arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Sparse  Adversarial  Pose  GAN  PDF
• 2022-09-28 Data Augmentation using Feature Generation for Volumetric Medical Images    Khushboo Mehra, Hassan Soliman, Soumya Ranjan Sahoo arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Recognition  Classification  Deep_Learning  GAN  Medical  Image_Classification  PDF
• 2022-09-28 Learning Deep Representations via Contrastive Learning for Instance Retrieval    Tao Wu, Tie Luo, Donald Wunsch arXiv_CV arXiv_CV  Transfer_Learning  Enhancement  Image_Retrieval  Pose  Contrastive_Learning  PDF
• 2022-09-27 Design Perspectives of Multitask Deep Learning Models and Applications    Yeshwant Singh, Anupam Biswas, Angshuman Bora, Debashish Malakar, Subham Chakraborty, Suman Bera arXiv_AI arXiv_AI  Transfer_Learning  Face  Deep_Learning  Relation  PDF
• 2022-09-27 SmartFPS: Neural Network based Wireless-inertial fusion positioning system    Luchi Hua, Yuan Zhuang, Jun Yang arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  Matching  PDF
• 2022-09-26 Habitat classification from satellite observations with sparse annotations    Mikko Impiö, Pekka Härmä, Anna Tammilehto, Saku Anttila, Jenni Raitoharju arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Sparse  Pose  Survey  Classification  PDF
• 2022-09-26 Improving Multi-fidelity Optimization with a Recurring Learning Rate for Hyperparameter Tuning    HyunJae Lee, Gihyeon Lee, Junhwan Kim, Sungjun Cho, Dohyun Kim, Donggeun Yoo arXiv_CV arXiv_CV  Transfer_Learning  Optimization  Pose  Classification  CNN  Image_Classification  PDF
• 2022-09-26 YOLO v3: Visual and Real-Time Object Detection Model for Smart Surveillance Systems    Kanyifeechukwu Jane Oguine, Ozioma Collins Oguine, Hashim Ibrahim Bisallah arXiv_CV arXiv_CV  Surveillance  Transfer_Learning  Pose  Deep_Learning  Detection  Object_Detection  PDF
• 2022-09-26 Deep Convolutional Neural Network and Transfer Learning for Locomotion Intent Prediction    Duong Le, Shihao Cheng, Robert D. Gregg, Maani Ghaffari arXiv_RO arXiv_RO  Transfer_Learning  Classification  CNN  Image_Classification  Prediction  PDF
• 2022-09-25 An Empirical Study on Cross-X Transfer for Legal Judgment Prediction    Joel Niklaus, Matthias Stürmer, Ilias Chalkidis arXiv_AI arXiv_AI  Transfer_Learning  Prediction  PDF
• 2022-09-24 Contrastive learning for unsupervised medical image clustering and reconstruction    Matteo Ferrante, Tommaso Boccato, Simeon Spasov, Andrea Duggento, Nicola Toschi arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Transfer_Learning  Pose  Contrastive_Learning  Medical  Prediction  PDF
• 2022-09-23 Transformer-Based Microbubble Localization    Sepideh K. Gharamaleki, Brandon Helfield, Hassan Rivaz arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Recognition  Knowledge  Pose  Action  Detection  GAN  Matching  PDF
• 2022-09-23 The SpeakIn Speaker Verification System for Far-Field Speaker Verification Challenge 2022    Yu Zheng, Jinghan Peng, Yihao Chen, Yajun Zhang, Jialong Wang, Min Liu, Minqiang Xu arXiv_AI arXiv_AI  Transformer  Embedding  Transfer_Learning  Pose  PDF
• 2022-09-23 On Efficient Reinforcement Learning for Full-length Game of StarCraft II    Ruo-Ze Liu, Zhen-Jia Pang, Zhou-Yu Meng, Wenhai Wang, Yang Yu, Tong Lu arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  Action  PDF
• 2022-09-22 COVID-19 Detection and Analysis From Lung CT Images using Novel Channel Boosted CNNs    Saddam Hussain Khan arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Pose  Detection  CNN  PDF
• 2022-09-21 DenseTact 2.0: Optical Tactile Sensor for Shape and Force Reconstruction    Won Kyung Do, Bianca Jurewicz, Monroe Kennedy III arXiv_RO arXiv_RO  Reconstruction  Transfer_Learning  Face  PDF
• 2022-09-21 Extreme Multi-Domain, Multi-Task Learning With Unified Text-to-Text Transfer Transformers    Adebayo Oshingbesan, Courage Ekoh, Germann Atakpa, Yonah Byaruagaba arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Knowledge  Relation  Summarization  PDF
• 2022-09-20 Cardiac Segmentation using Transfer Learning under Respiratory Motion Artifacts    Carles Garcia-Cabrera, Eric Arazo, Kathleen M. Curran, Noel E. O'Connor, Kevin McGuinness arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Pose  Prediction  PDF
• 2022-09-20 Generalisability of deep learning models in low-resource imaging settings: A fetal ultrasound study in 5 African countries    Carla Sendra-Balcells, Víctor M. Campello, Jordina Torrents-Barrena, Yahya Ali Ahmed, Mustafa Elattar, Benard Ohene Botwe, Pempho Nyangulu, William Stones, Mohammed Ammar, Lamya Nawal Benamer, Harriet Nalubega Kisembo, Senai Goitom Sereke, Sikolia Z. Wanyonyi, Marleen Temmerman, Kamil Mikolaj, Martin Grønnebæk Tolsgaard, Karim Lekadir arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  GAN  Medical  PDF
• 2022-09-20 CoV-TI-Net: Transferred Initialization with Modified End Layer for COVID-19 Diagnosis    Sadia Khanam, Mohammad Reza Chalak Qazani, Subrota Kumar Mondal, H M Dipu Kabir, Abadhan S. Sabyasachi, Houshyar Asadi, Keshav Kumar, Farzin Tabarsinezhad, Shady Mohamed, Abbas Khorsavi, Saeid Nahavandi arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Action  Classification  Detection  CNN  Image_Classification  PDF
• 2022-09-20 One-to-Many Semantic Communication Systems: Design, Implementation, Performance Evaluation    Han Hu, Xingwu Zhu, Fuhui Zhou, Wei Wu, Rose Qingyang Hu, Hongbo Zhu arXiv_CL arXiv_CL  Transfer_Learning  Bert  Pose  PDF
• 2022-09-19 Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle    Van Nguyen, Trung Le, Chakkrit Tantithamthavorn, John Grundy, Hung Nguyen, Dinh Phung arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Pose  Detection  PDF
• 2022-09-18 Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features    Megan A. Witherow, Manar D. Samad, Norou Diawara, Haim Y. Bar, Khan M. Iftekharuddin arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Face  Classification  Relation  Face_Recognition  CNN  PDF
• 2022-09-16 An Automatic Speech Recognition System for Bengali Language based on Wav2Vec2 and Transfer Learning    Tushar Talukder Showrav arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-09-16 Anomaly Detection in Automatic Generation Control Systems Based on Traffic Pattern Analysis and Deep Transfer Learning    Tohid Behdadnia, Geert Deconinck arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  Detection  CNN  PDF
• 2022-09-16 Toward Safe and Accelerated Deep Reinforcement Learning for Next-Generation Wireless Networks    Ahmad M. Nagib, Hatem Abou-zeid, Hossam S. Hassanein arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Review  Pose  Face  Attention  PDF
• 2022-09-14 Learning state correspondence of reinforcement learning tasks for knowledge transfer    Marko Ruman, Tatiana V. Guy arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Knowledge  Adversarial  Pose  PDF
• 2022-09-14 Language Chameleon: Transformation analysis between languages using Cross-lingual Post-training based on Pre-trained language models    Suhyune Son, Chanjun Park, Jungseob Lee, Midan Shim, Chanhee Lee, Yoonna Jang, Jaehyung Seo, Heuiseok Lim arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Language_Model  PDF
• 2022-09-13 Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican    Nathaniel R. Robinson, Cameron J. Hogan, Nancy Fulda, David R. Mortensen arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Knowledge  Relation  PDF
• 2022-09-13 R-WhONet: Recalibrated Wheel Odometry Neural Network for Vehicular Positioning using Transfer Learning    Uche Onyekpe, Alicja Szkolnik, Vasile Palade, Stratis Kanarachos, Michael E. Fitzpatrick arXiv_RO arXiv_RO  Transfer_Learning  Pose  PDF
• 2022-09-13 SFS-A68: a dataset for the segmentation of space functions in apartment buildings    Amir Ziaee, Georg Suter arXiv_AI arXiv_AI  Segmentation  Transfer_Learning  3D  Classification  Deep_Learning  PDF
• 2022-09-13 Generalization Bounds for Deep Transfer Learning Using Majority Predictor Accuracy    Cuong N.Nguyen, Lam Si Tung Ho, Vu Dinh, Tal Hassner, Cuong V.Nguyen arXiv_AI arXiv_AI  Transfer_Learning  Deep_Learning  PDF
• 2022-09-12 Identification of Cognitive Workload during Surgical Tasks with Multimodal Deep Learning    Kaizhe Jin, Adrian Rubio-Solis, Ravik Nain, Tochukwu Onyeogulu, Amirul Islam, Salman Khan, Tochukwu Onyeogulu, Amirul Islam, Salman Khan, Izzeddin Teeti, Fabio Cuzzolin, George Mylonas arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Pose  Deep_Learning  Relation  GAN  CNN  PDF
• 2022-09-09 Automatically Score Tissue Images Like a Pathologist by Transfer Learning    Iris Yan arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  GAN  Medical  PDF
• 2022-09-08 Exploring Target Representations for Masked Autoencoders    Xingbin Liu, Jinghao Zhou, Tao Kong, Xianming Lin, Rongrong Ji arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  Semantic_Segmentation  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Detection  Object_Detection  PDF
• 2022-09-07 Transfer Learning and Vision Transformer based State-of-Health prediction of Lithium-Ion Batteries    Pengyu Fu, Liang Chu, Zhuoran Hou, Jincheng Hu, Yanjun Huang, Yuanjian Zhang arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Deep_Learning  Attention  Prediction  PDF
• 2022-09-07 A Novel Semi-supervised Meta Learning Method for Subject-transfer Brain-computer Interface    Jingcong Li, Fei Wang, Haiyun Huang, Feifei Qi, Jiahui Pan arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Pose  Emotion  Face  Detection  PDF
• 2022-09-07 Plant Species Classification Using Transfer Learning by Pretrained Classifier VGG-19    Thiru Siddharth, Bhupendra Singh Kirar, Dheeraj Kumar Agrawal arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Knowledge  Speech  Action  Classification  Deep_Learning  Speech_Recognition  Medical  CNN  Image_Classification  PDF
• 2022-09-06 Transfer Learning of Lexical Semantic Families for Argumentative Discourse Units Identification    João Rodrigues, Ruben Branco, António Branco arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Knowledge  Language_Model  PDF
• 2022-09-06 Reference Resolution and Context Change in Multimodal Situated Dialogue for Exploring Data Visualizations    Abhinav Kumar, Barbara Di Eugenio, Abari Bhattacharya, Jillian Aurisano, Andrew Johnson arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Gesture  RNN  Salient  Deep_Learning  PDF
• 2022-09-05 Federated Transfer Learning with Multimodal Data    Yulian Sun arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Self-Supervised  Pose  PDF
• 2022-09-05 Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study    Sulaiman Vesal, Iani Gayo, Indrani Bhattacharya, Shyam Natarajan, Leonard S. Marks, Dean C Barratt, Richard E. Fan, Yipeng Hu, Geoffrey A. Sonn, Mirabela Rusu arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Knowledge  Attention  PDF
• 2022-09-05 A Study on Representation Transfer for Few-Shot Learning    Chun-Nam Yu, Yi Xie arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Classification  Few-Shot  PDF
• 2022-09-04 Generalization in Neural Networks: A Broad Survey    Chris Rohlfs arXiv_AI arXiv_AI  Transfer_Learning  Bert  Knowledge  Review  Knowledge_Graph  Survey  Action  Relation  Few-Shot  PDF
• 2022-09-03 Classification of Breast Tumours Based on Histopathology Images Using Deep Features and Ensemble of Gradient Boosting Methods    Mohammad Reza Abbasniya, Sayed Ali Sheikholeslamzadeh, Hamid Nasiri, Samaneh Emami arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  Classification  Detection  PDF
• 2022-09-01 A New Knowledge Distillation Network for Incremental Few-Shot Surface Defect Detection    Chen Sun, Liang Gao, Xinyu Li, Yiping Gao arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Face  Classification  Deep_Learning  Detection  Few-Shot  PDF
• 2022-09-01 Public Parking Spot Detection And Geo-localization Using Transfer Learning    Moseli Mots'oehli, Yao Chao Yang arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Pose  Detection  PDF
• 2022-09-01 A Transferable Multi-stage Model with Cycling Discrepancy Learning for Lithium-ion Battery State of Health Estimation    Yan Qin, Chau Yuen, Xunyuan Yin, Biao Huang arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  PDF
• 2022-08-31 Few-shot Adaptive Object Detection with Cross-Domain CutMix    Yuzuru Nakamura, Yasunori Ishii, Yuki Maruyama, Takayoshi Yamashita arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Adversarial  Pose  Detection  Few-Shot  Object_Detection  PDF
• 2022-08-30 DLDNN: Deterministic Lateral Displacement Design Automation by Neural Networks    Farzad Vatandoust, Hoseyn A. Amiri, Sima Mas-hafi arXiv_AI arXiv_AI  Transfer_Learning  Pose  Attention  Medical  CNN  PDF
• 2022-08-29 Real-Time Mask Detection Based on SSD-MobileNetV2    Chen Cheng arXiv_CV arXiv_CV  Transfer_Learning  Enhancement  Pose  Face  Detection  PDF
• 2022-08-28 Detection and Classification of Brain tumors Using Deep Convolutional Neural Networks    Gopinath Balaji, Ranit Sen, Harsh Kirty arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Detection  Denoising  CNN  PDF
• 2022-08-28 Removing Rain Streaks via Task Transfer Learning    Yinglong Wang, Chao Ma, Jianzhuang Liu arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  PDF
• 2022-08-27 A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck    Jie Zhou, Qi Zhang, Qin Chen, Liang He, Xuanjing Huang arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Pose  Action  PDF
• 2022-08-26 Self-Supervised Human Activity Recognition with Localized Time-Frequency Contrastive Representation Learning    Setareh Rahimi Taghanaki, Michael Rainbow, Ali Etemad arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Activity  PDF
• 2022-08-26 Effectiveness of Mining Audio and Text Pairs from Public Data for Improving ASR Systems for Low-Resource Languages    Kaushal Santosh Bhogale, Abhigyan Raman, Tahir Javed, Sumanth Doddapaneni, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra arXiv_CL arXiv_CL  Transfer_Learning  Recognition  OCR  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-08-26 Cross-lingual Transfer Learning for Fake News Detector in a Low-Resource Language    Sangdo Han arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Adversarial  Detection  Object_Detection  PDF
• 2022-08-26 MuLan: A Joint Embedding of Music Audio and Natural Language    Qingqing Huang, Aren Jansen, Joonseok Lee, Ravi Ganti, Judith Yue Li, Daniel P. W. Ellis arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Zero-Shot  PDF
• 2022-08-26 Parotid Gland MR Image Segmentation Based on Contrastive Learning    Zi'an Xu, Yin Dai, Fayu Liu, Boyuan Wu, Weibing Chen, Lifu Shi arXiv_AI arXiv_AI  Transformer  Segmentation  Unsupervised  Transfer_Learning  Contrastive_Learning  Medical  PDF
• 2022-08-25 Learning Task Automata for Reinforcement Learning using Hidden Markov Models    Alessandro Abate (1), Yousif Almulla (1), James Fox (1), David Hyland (1), Michael Wooldridge (1) ((1) University of Oxford) arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Sparse  Knowledge  Pose  PDF
• 2022-08-25 Image augmentation improves few-shot classification performance in plant disease recognition    Frank Xiao arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Classification  Few-Shot  CNN  PDF
• 2022-08-24 Improving Natural-Language-based Audio Retrieval with Transfer Learning and Audio & Text Augmentations    Paul Primus, Gerhard Widmer arXiv_SD arXiv_SD  Transformer  Embedding  Transfer_Learning  Optimization  Pose  Deep_Learning  Caption  PDF
• 2022-08-23 Why is the video analytics accuracy fluctuating, and what can we do about it?    Sibendu Paul, Kunal Rao, Giuseppe Coviello, Murugan Sankaradas, Oliver Po, Y. Charlie Hu, Srimat Chakradhar arXiv_CV arXiv_CV  Tracking  Transfer_Learning  Knowledge  Adversarial  Deep_Learning  Detection  Object_Detection  PDF
• 2022-08-23 Towards cumulative race time regression in sports: I3D ConvNet transfer learning in ultra-distance running events    David Freire-Obregón, Javier Lorenzo-Navarro, Oliverio J. Santana, Daniel Hernández-Sosa, Modesto Castrillón-Santana arXiv_CV arXiv_CV  Transfer_Learning  3D  Knowledge  Pose  Action  Prediction  PDF
• 2022-08-23 AniWho : A Quick and Accurate Way to Classify Anime Character Faces in Images    Martinus Grady Naftali, Jason Sebastian Sulistyawan, Kelvin Julian, Felix Indra Kurniadi arXiv_CV arXiv_CV  Transfer_Learning  Face  Few-Shot  Inference  PDF
• 2022-08-23 Robust DNN Watermarking via Fixed Embedding Weights with Optimized Distribution    Benedetta Tondi, Andrea Costanzo, Mauro Barni arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Pose  Face  PDF
• 2022-08-22 Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound    Zeyu Fu, Jianbo Jiao, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Medical  PDF
• 2022-08-22 LEAPER: Modeling Cloud FPGA-based Systems via Transfer Learning    Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu arXiv_AI arXiv_AI  Transfer_Learning  Pose  Action  Prediction  PDF
• 2022-08-22 Dialogue Term Extraction using Transfer Learning and Topological Data Analysis    Renato Vukovic, Michael Heck, Benjamin Matthias Ruppik, Carel van Niekerk, Marcus Zibrowius, Milica Gašić arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Knowledge  Pose  Ontology  Face  Action  Language_Model  PDF
• 2022-08-21 Forensic Dental Age Estimation Using Modified Deep Learning Neural Network    Isa Atas, Cuneyt Ozdemir, Musa Atas, Yahya Dogan arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Relation  Medical  PDF
• 2022-08-20 DenseShift: Towards Accurate and Transferable Low-Bit Shift Network    Xinlin Li, Bang Liu, Rui Heng Yang, Vanessa Courville, Chao Xing, Vahid Partovi Nia arXiv_AI arXiv_AI  Transfer_Learning  Speech  Pose  Inference  PDF
• 2022-08-19 Adapting Task-Oriented Dialogue Models for Email Conversations    Soham Deshmukh, Charles Lee arXiv_CL arXiv_CL  Transfer_Learning  Pose  Detection  Language_Model  PDF
• 2022-08-19 Effective Transfer Learning for Low-Resource Natural Language Understanding    Zihan Liu arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Represenation_Learning  Knowledge  Pose  PDF
• 2022-08-18 RRWaveNet: A Compact End-to-End Multi-Scale Residual CNN for Robust PPG Respiratory Rate Estimation    Pongpanut Osathitporn, Guntitat Sawadwuthikul, Punnawish Thuwajit, Kawisara Ueafuea, Thee Mateepithaktham, Narin Kunaseth, Tanut Choksatchawathi, Proadpran Punyabukkana, Emmanuel Mignot, Theerawit Wilaiprasitporn arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Medical  PDF
• 2022-08-17 Auto-segmentation of Hip Joints using MultiPlanar UNet with Transfer learning    Peidi Xu, Faezeh Moshfeghifar, Torkan Gholamalizadeh, Michael Bachmann Nielsen, Kenny Erleben, Sune Darkner arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  3D  Pose  PDF
• 2022-08-17 Path Planning of Cleaning Robot with Reinforcement Learning    Woohyeon Moon, Bumgeun Park, Sarvar Hussain Nengroo, Taeyoung Kim, Dongsoo Har arXiv_RO arXiv_RO  Transfer_Learning  Reinforcement_Learning  Optimization  Pose  Deep_Learning  Detection  PDF
• 2022-08-15 Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets    Hao Chen, Ran Tao, Han Zhang, Yidong Wang, Wei Ye, Jindong Wang, Guosheng Hu, Marios Savvides arXiv_AI arXiv_AI  Transformer  Segmentation  Transfer_Learning  Pose  Classification  Detection  Few-Shot  PDF
• 2022-08-11 Differencing based Self-supervised pretraining for Scene Change Detection    Vijaya Raghavan T. Ramkumar, Elahe Arani, Bahram Zonooz arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Detection  PDF
• 2022-08-11 MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition    Chuanguang Yang, Zhulin An, Helong Zhou, Linhang Cai, Xiang Zhi, Jiwen Wu, Yongjun Xu, Qian Zhang arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Recognition  Knowledge  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-08-10 Non-Contrastive Self-supervised Learning for Utterance-Level Information Extraction from Speech    Jaejin Cho, Jes'us Villalba, Laureano Moro-Velazquez, Najim Dehak arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Recognition  Speech  Self-Supervised  Emotion  Action  Detection  PDF
• 2022-08-10 CIAO! A Contrastive Adaptation Mechanism for Non-Universal Facial Expression Recognition    Pablo Barros, Alessandra Sciutti arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  PDF
• 2022-08-10 Generative Transfer Learning: Covid-19 Classification with a few Chest X-ray Images    Suvarna Kadam, Vinay G. Vaidya arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Detection  Medical  PDF
• 2022-08-09 Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2    Zachary Daniels, Aswin Raghavan, Jesse Hostetler, Abrar Rahman, Indranil Sur, Michael Piacentino, Ajay Divakaran arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  Action  Quantitative  Classification  Deep_Learning  PDF
• 2022-08-09 Localizing the conceptual difference of two scenes using deep learning for house keeping usages    Ali Atghaei, Ehsan Rahnama, Kiavash azimi arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  PDF
• 2022-08-09 How Well Do Vision Transformers Transfer To The Non-Natural Image Domain? An Empirical Study Involving Art Classification    Vincent Tonkes, Matthia Sabatelli arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Classification  GAN  CNN  PDF
• 2022-08-09 Comparison of semi-supervised learning methods for High Content Screening quality control    Umar Masud, Ethan Cohen, Ihab Bendidi, Guillaume Bollot, Auguste Genovesio arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Quantitative  Deep_Learning  Detection  Object_Detection  Attention  PDF
• 2022-08-08 Object Detection Using Sim2Real Domain Randomization for Robotic Applications    Dániel Horváth, Gábor Erdős, Zoltán Istenes, Tomáš Horváth, Sándor Földi arXiv_RO arXiv_RO  Transfer_Learning  Zero-Shot  Knowledge  Pose  Deep_Learning  Detection  Object_Detection  CNN  PDF
• 2022-08-07 Continual Learning for Tumor Classification in Histopathology Images    Veena Kaustaban, Qinle Ba, Ipshita Bhattacharya, Nahil Sobh, Satarupa Mukherjee, Jim Martin, Mohammad Saleh Miri, Christoph Guetter, Amal Chaturvedi arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Classification  Deep_Learning  Few-Shot  PDF
• 2022-08-04 Homomorphisms Between Transfer, Multi-Task, and Meta-Learning Systems    Tyler Cody arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  PDF
• 2022-08-04 Vocabulary Transfer for Medical Texts    Vladislav D. Mosin, Ivan P. Yamshchikov arXiv_CL arXiv_CL  Transfer_Learning  Medical  Language_Model  PDF
• 2022-08-03 Improving Meta-Learning Generalization with Activation-Based Early-Stopping    Simon Guiroy, Christopher Pal, Gonçalo Mordido, Sarath Chandar arXiv_AI arXiv_AI  Transfer_Learning  Pose  Few-Shot  PDF
• 2022-08-03 Content-Based Landmark Retrieval Combining Global and Local Features using Siamese Neural Networks    Tianyi Hu, Monika Kwiatkowski, Simon Matern, Olaf Hellwich arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  PDF
• 2022-08-03 The Importance of the Instantaneous Phase in Detecting Faces with Convolutional Neural Networks    Luis Sanchez Tapia arXiv_CV arXiv_CV  Face_Detection  Transfer_Learning  Face  Action  Detection  CNN  PDF
• 2022-08-02 A Novel Transformer Network with Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting    Alabi Bojesomo, Hasan Al Marzouqi, Panos Liatsis arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Pose  Attention  Prediction  PDF
• 2022-08-01 Learning from flowsheets: A generative transformer model for autocompletion of flowsheets    Gabriel Vogel, Lukas Schulze Balhorn, Artur M. Schweidtmann arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Pose  Language_Model  Recommendation  PDF
• 2022-07-29 Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder    Jonas Dippel, Matthias Lenga, Thomas Goerttler, Klaus Obermayer, Johannes Höhne arXiv_AI arXiv_AI  Reconstruction  Segmentation  Transfer_Learning  Self-Supervised  Pose  Classification  PDF
• 2022-07-29 A Transfer Learning-Based Approach to Marine Vessel Re-Identification    Guangmiao Zeng, Wanneng Yu, Rongjie Wang, Anhui Lin arXiv_CV arXiv_CV  Surveillance  Transfer_Learning  Recognition  Pose  Re-identification  PDF
• 2022-07-28 Combining human parsing with analytical feature extraction and ranking schemes for high-generalization person reidentification    Nikita Gabdullin arXiv_CV arXiv_CV  Human_Parsing  Transfer_Learning  Pose  Action  Classification  Deep_Learning  Attention  PDF
• 2022-07-28 PencilNet: Zero-Shot Sim-to-Real Transfer Learning for Robust Gate Perception in Autonomous Drone Racing    Huy Xuan Pham, Andriy Sarabakha, Mykola Odnoshyvkin, Erdal Kayacan arXiv_RO arXiv_RO  Transfer_Learning  Zero-Shot  Pose  Detection  Drone  Autonomous  Prediction  PDF
• 2022-07-27 A Proper Orthogonal Decomposition approach for parameters reduction of Single Shot Detector networks    Laura Meneghetti, Nicola Demo, Gianluigi Rozza arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Deep_Learning  Detection  Object_Detection  CNN  PDF
• 2022-07-27 Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors    Arnaud Boutillon, Pierre-Henri Conze, Christelle Pons, Valérie Burdin, Bhushan Borotikar arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Sparse  Regularization  Pose  Classification  Deep_Learning  Medical  Image_Classification  Prediction  PDF
• 2022-07-27 Applied Computer Vision on 2-Dimensional Lung X-Ray Images for Assisted Medical Diagnosis of Pneumonia    Ralph Joseph S.D. Ligueran (1), Manuel Luis C. Delos Santos (2), Dr. Ronaldo S. Tinio (3), Emmanuel H. Valencia (4) ((1)(2)(4) Asian Institute of Computer Studies, (3) Pamantasan ng Lungsod ng Valenzuela) arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Detection  Relation  Medical  CNN  PDF
• 2022-07-26 AMF: Adaptable Weighting Fusion with Multiple Fine-tuning for Image Classification    Xuyang Shen, Jo Plested, Sabrina Caldwell, Yiran Zhong, Tom Gedeon arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Classification  Image_Classification  PDF
• 2022-07-26 Learning structures of the French clinical language:development and validation of word embedding models using 21 million clinical reports from electronic health records    Basile Dura, Charline Jean, Xavier Tannier, Alice Calliger, Romain Bey, Antoine Neuraz, Rémi Flicoteaux arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Bert  Medical  Language_Model  PDF
• 2022-07-26 AI Approaches in Processing and Using Data in Personalized Medicine    Mirjana Ivanovic (1), Serge Autexier (2), Miltiadis Kokkonidis (3) ((1) University of Novi Sad, Faculty of Sciences, Novi Sad, Serbia, (2) German Research Center for Artificial Intelligence (DFKI), Bremen Site, Germany, (3) Netcompany-Intrasoft S.A., Luxembourg, Luxembourg) arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Action  Medical  PDF
• 2022-07-25 Fine-Tuning BERT for Automatic ADME Semantic Labeling in FDA Drug Labeling to Enhance Product-Specific Guidance Assessment    Yiwen Shi, Jing Wang, Ping Ren, Taha ValizadehAslani, Yi Zhang, Meng Hu, Hualou Liang arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Knowledge  Attention  Language_Model  PDF
• 2022-07-25 W2N:Switching From Weak Supervision to Noisy Supervision for Object Detection    Zitong Huang, Yiping Bao, Bowen Dong, Erjin Zhou, Wangmeng Zuo arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Pose  Detection  Object_Detection  Prediction  PDF
• 2022-07-24 ArmanEmo: A Persian Dataset for Text-based Emotion Detection    Hossein Mirzaee (1), Javad Peymanfard (2), Hamid Habibzadeh Moshtaghin (3), Hossein Zeinali (1) ((1) Amirkabir University of Technology, (2) Iran University of Science and Technology, (3) Allameh Tabataba'i University) arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Pose  Emotion  Classification  Detection  Attention  Language_Model  PDF
• 2022-07-23 Self-Supervised Learning of Echocardiogram Videos Enables Data-Efficient Clinical Diagnosis    Gregory Holste, Evangelos K. Oikonomou, Bobak Mortazavi, Zhangyang Wang, Rohan Khera arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Represenation_Learning  Salient  Self-Supervised  Deep_Learning  Medical  PDF
• 2022-07-23 Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition    Chuanguang Yang, Zhulin An, Helong Zhou, Yongjun Xu, Qian Zhan arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Recognition  Represenation_Learning  Knowledge  Contrastive_Learning  Action  Classification  Image_Classification  PDF
• 2022-07-22 Multi-Level Fine-Tuning, Data Augmentation, and Few-Shot Learning for Specialized Cyber Threat Intelligence    Markus Bayer, Tobias Frey, Christian Reuter arXiv_CL arXiv_CL  Transfer_Learning  Pose  Few-Shot  PDF
• 2022-07-21 Sequence Models for Drone vs Bird Classification    Fatih Cagatay Akyon, Erdem Akagunduz, Sinan Onur Altinuc, Alptekin Temizel arXiv_CV arXiv_CV  Transformer  Transfer_Learning  3D  RNN  Pose  Classification  Detection  Object_Detection  Drone  CNN  PDF
• 2022-07-20 Towards Transfer Learning of wav2vec 2.0 for Automatic Lyric Transcription    Longshen Ou, Xiangming Gu, Ye Wang arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Self-Supervised  Pose  Attention  Speech_Recognition  PDF
• 2022-07-20 What Do We Maximize in Self-Supervised Learning?    Ravid Shwartz-Ziv, Randall Balestriero, Yann LeCun arXiv_AI arXiv_AI  Transfer_Learning  Self-Supervised  PDF
• 2022-07-19 Online Dynamics Learning for Predictive Control with an Application to Aerial Robots    Tom Z. Jiahao, Kong Yao Chee, M. Ani Hsieh arXiv_RO arXiv_RO  Tracking  Transfer_Learning  Knowledge  Pose  Prediction  PDF
• 2022-07-19 Self-Supervised Interactive Object Segmentation Through a Singulation-and-Grasping Approach    Houjian Yu, Changhyun Choi arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Reinforcement_Learning  Self-Supervised  Pose  Optical_Flow  PDF
• 2022-07-19 Similarity of Pre-trained and Fine-tuned Representations    Thomas Goerttler, Klaus Obermayer arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Few-Shot  CNN  PDF
• 2022-07-19 Multi-view hierarchical Variational AutoEncoders with Factor Analysis latent space    Alejandro Guerrero-López, Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo, Pablo M. Olmos arXiv_AI arXiv_AI  Transfer_Learning  Pose  Relation  PDF
• 2022-07-19 On the cross-lingual transferability of multilingual prototypical models across NLU tasks    Oralie Cattan, Christophe Servan, Sophie Rosset arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Pose  Deep_Learning  Few-Shot  Language_Model  PDF
• 2022-07-19 On the Usability of Transformers-based models for a French Question-Answering task    Oralie Cattan, Christophe Servan, Sophie Rosset arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Bert  Optimization  Pose  Language_Model  PDF
• 2022-07-19 Multilingual Transformer Encoders: a Word-Level Task-Agnostic Evaluation    Félix Gaschi, François Plesse, Parisa Rastin, Yannick Toussaint arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Pose  PDF
• 2022-07-18 CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for the Single-Corpus and Cross-Corpus Speech Emotion Recognition    Xin-Cheng Wen, Jia-Xin Ye, Yan Luo, Yong Xu, Xuan-Ze Wang, Chang-Li Wu, Kun-Hong Liu arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Recognition  Adversarial  Speech  Pose  Emotion  Action  Attention  PDF
• 2022-07-18 Supervised Contrastive ResNet and Transfer Learning for the In-vehicle Intrusion Detection System    Thien-Nu Hoang, Daehee Kim arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  Detection  PDF
• 2022-07-17 SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery    Yezhen Cong, Samar Khanna, Chenlin Meng, Patrick Liu, Erik Rozi, Yutong He, Marshall Burke, David B. Lobell, Stefano Ermon arXiv_AI arXiv_AI  Transformer  Segmentation  Embedding  Unsupervised  Transfer_Learning  Semantic_Segmentation  Classification  PDF
• 2022-07-15 Knowledge Transfer and Distillation from Autoregressive to Non-Autoregressive Speech Recognition    Xun Gong, Zhikai Zhou, Yanmin Qian arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Knowledge  Speech  Pose  Speech_Recognition  Inference  PDF
• 2022-07-14 Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification    Ivica Dimitrovski, Ivan Kitanovski, Dragi Kocev, Nikola Simidjievski arXiv_AI arXiv_AI  Transfer_Learning  Classification  Deep_Learning  Image_Classification  PDF
• 2022-07-14 Convolutional Bypasses Are Better Vision Transformer Adapters    Shibo Jie, Zhi-Hong Deng arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Knowledge  Pose  Few-Shot  CNN  Language_Model  PDF
• 2022-07-14 DEXTER: An end-to-end system to extract table contents from electronic medical health documents    Nandhinee PR, Harinath Krishnamoorthy, Anil Goyal, Sudarsun Santhiappan arXiv_CV arXiv_CV  Transfer_Learning  OCR  Pose  Action  Classification  Detection  Medical  PDF
• 2022-07-13 A Transfer Learning Based Model for Text Readability Assessment in German    Salar Mohtaj, Babak Naderi, Sebastian Möller, Faraz Maschhur, Chuyang Wu, Max Reinhard arXiv_AI arXiv_AI  Transfer_Learning  Bert  Pose  Action  Language_Model  PDF
• 2022-07-12 RE-Tagger: A light-weight Real-Estate Image Classifier    Prateek Chhikara, Anil Goyal, Chirag Sharma arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Image_Classification  PDF
• 2022-07-12 Transferability-Guided Cross-Domain Cross-Task Transfer Learning    Yang Tan, Yang Li, Shao-Lun Huang, Xiao-Ping Zhang arXiv_AI arXiv_AI  Transfer_Learning  Pose  Classification  Relation  Few-Shot  PDF
• 2022-07-11 Real-Time And Robust 3D Object Detection with Roadside LiDARs    Walter Zimmer, Jialong Wu, Xingcheng Zhou, Alois C. Knoll arXiv_CV arXiv_CV  Transfer_Learning  3D  Pose  Detection  Object_Detection  Autonomous  Inference  PDF
• 2022-07-11 Multi-level Fusion of Wav2vec 2.0 and BERT for Multimodal Emotion Recognition    Zihan Zhao, Yanfeng Wang, Yu Wang arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Recognition  Bert  Speech  Pose  Emotion  Face  Action  Attention  PDF
• 2022-07-08 The Power of Transfer Learning in Agricultural Applications: AgriNet    Zahraa Al Sahili, Mariette Awad arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Face  Classification  Deep_Learning  Detection  Face_Recognition  Medical  Caption  PDF
• 2022-07-08 Consecutive Pretraining: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing Domain    Tong Zhang, Peng Gao, Hao Dong, Yin Zhuang, Guanqun Wang, Wei Zhang, He Chen arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Scene_Classification  Knowledge  Self-Supervised  Pose  Classification  Detection  Object_Detection  PDF
• 2022-07-08 Beyond Transfer Learning: Co-finetuning for Action Localisation    Anurag Arnab, Xuehan Xiong, Alexey Gritsenko, Rob Romijnders, Josip Djolonga, Mostafa Dehghani, Chen Sun, Mario Lučić, Cordelia Schmid arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  Classification  Video_Classification  PDF
• 2022-07-07 G2L: A Geometric Approach for Generating Pseudo-labels that Improve Transfer Learning    John R. Kender, Bishwaranjan Bhattacharjee, Parijat Dube, Brian Belgodere arXiv_AI arXiv_AI  Transfer_Learning  PDF
• 2022-07-07 An Embedding-Dynamic Approach to Self-supervised Learning    Suhong Moon, Domas Buracas, Seunghyun Park, Jinkyu Kim, John Canny arXiv_CV arXiv_CV  Segmentation  Embedding  Transfer_Learning  Optimization  Regularization  Knowledge  Self-Supervised  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-07-07 Self-Supervised RF Signal Representation Learning for NextG Signal Classification with Deep Learning    Kemal Davaslioglu, Serdar Boztas, Mehmet Can Ertem, Yalin E. Sagduyu, Ender Ayanoglu arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Represenation_Learning  Self-Supervised  Classification  Deep_Learning  PDF
• 2022-07-06 Lightweight Encoder-Decoder Architecture for Foot Ulcer Segmentation    Shahzad Ali, Arif Mahmood, Soon Ki Jung arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  Attention  CNN  Prediction  PDF
• 2022-07-06 Distillation to Enhance the Portability of Risk Models Across Institutions with Large Patient Claims Database    Steve Nyemba, Chao Yan, Ziqi Zhang, Amol Rajmane, Pablo Meyer, Prithwish Chakraborty, Bradley Malin arXiv_AI arXiv_AI  Transfer_Learning  Deep_Learning  Attention  Medical  Prediction  PDF
• 2022-07-05 Federated and Transfer Learning: A Survey on Adversaries and Defense Mechanisms    Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif arXiv_AI arXiv_AI  Transfer_Learning  Survey  PDF
• 2022-07-05 Test-time Adaptation for Real Image Denoising via Meta-transfer Learning    Agus Gunawan, Muhammad Adi Nugroho, Se Jin Park arXiv_CV arXiv_CV  Reconstruction  Transfer_Learning  Self-Supervised  Pose  Denoising  PDF
• 2022-07-05 Vision-and-Language Pretraining    Thong Nguyen, Cong-Duy Nguyen, Xiaobao Wu, Anh Tuan Luu arXiv_CL arXiv_CL  Transfer_Learning  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  PDF
• 2022-07-04 Classification of Alzheimer's Disease Using the Convolutional Neural Network with Transfer Learning and Weighted Loss    Muhammad Wildan Oktavian, Novanto Yudistira, Achmad Ridok arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Face  Classification  Deep_Learning  CNN  PDF
• 2022-07-04 A Robust Ensemble Model for Patasitic Egg Detection and Classification    Yuqi Wang, Zhiqiang He, Shenghui Huang, Huabin Du arXiv_CV arXiv_CV  Transfer_Learning  Optimization  Classification  Deep_Learning  Detection  Object_Detection  PDF
• 2022-07-04 NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction    Xueyan Yin, Feifan Li, Yanming Shen, Heng Qi, Baocai Yin arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Face  Deep_Learning  Prediction  PDF
• 2022-07-04 Factorizing Knowledge in Neural Networks    Xingyi Yang, Jingwen Ye, Xinchao Wang arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  PDF
• 2022-07-03 You Only Need One Detector: Unified Object Detector for Different Modalities based on Vision Transformers    Xiaoke Shen, Zhujun Li, Jaime Canizales, Ioannis Stamos arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Point_Cloud  Pose  Detection  Object_Detection  Inference  PDF
• 2022-07-03 Mental Illness Classification on Social Media Texts using Deep Learning and Transfer Learning    Iqra Ameer, Muhammad Arif, Grigori Sidorov, Helena Gòmez-Adorno, Alexander Gelbukh arXiv_CL arXiv_CL  Transfer_Learning  Classification  Deep_Learning  Detection  GAN  Medical  PDF
• 2022-07-01 Covid-19 detection using transfer learning approach from computed temography images    Kenan Mornai, Muhammet Fatih Balikci, Tayfun Yigit Altuntas, Devrim Unay arXiv_CV arXiv_CV  Transfer_Learning  Pose  Detection  PDF
• 2022-06-30 On-Device Training Under 256KB Memory    Ji Lin, Ligeng Zhu, Wei-Ming Chen, Wei-Chen Wang, Chuang Gan, Song Han arXiv_CV arXiv_CV  Quantization  Transfer_Learning  Recognition  Optimization  Sparse  Pose  Face  Inference  Matching  PDF
• 2022-06-30 Improving the Generalization of Supervised Models    Mert Bulent Sariyildiz, Yannis Kalantidis, Karteek Alahari, Diane Larlus arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Classification  PDF
• 2022-06-30 Efficient Entity Candidate Generation for Low-Resource Languages    Alberto García-Durán, Akhil Arora, Robert West arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  PDF
• 2022-06-30 Spatial Transformer Network with Transfer Learning for Small-scale Fine-grained Skeleton-based Tai Chi Action Recognition    Lin Yuan, Zhen He, Qiang Wang, Leiyang Xu, Xiang Ma arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Recognition  Pose  Action_Recognition  Action  PDF
• 2022-06-29 GERNERMED++: Transfer Learning in German Medical NLP    Johann Frei, Ludwig Frei-Stuber, Frank Kramer arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Sparse  Medical  Language_Model  PDF
• 2022-06-28 Representation Topology Divergence: A Method for Comparing Neural Network Representations    Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev arXiv_AI arXiv_AI  Transfer_Learning  Point_Cloud  Pose  PDF
• 2022-06-28 Learning Gait Representation from Massive Unlabelled Walking Videos: A Benchmark    Chao Fan, Saihui Hou, Jilong Wang, Yongzhen Huang, Shiqi Yu arXiv_CV arXiv_CV  Transformer  Unsupervised  Transfer_Learning  Recognition  3D  Gait_Recognition  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-06-27 A View Independent Classification Framework for Yoga Postures    Mustafa Chasmai, Nirjhar Das, Aman Bhardwaj, Rahul Garg arXiv_CV arXiv_CV  Transfer_Learning  Pose_Estimation  Pose  Classification  PDF
• 2022-06-27 Parameter-Efficient Image-to-Video Transfer Learning    Junting Pan, Ziyi Lin, Xiatian Zhu, Jing Shao, Hongsheng Li arXiv_CV arXiv_CV  Image_Caption  Transfer_Learning  Recognition  Video_Caption  Knowledge  Pose  Action_Recognition  Action  PDF
• 2022-06-27 Transfer Learning via Test-Time Neural Networks Aggregation    Bruno Casella, Alessio Barbaro Chisari, Sebastiano Battiato, Mario Valerio Giuffrida arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  PDF
• 2022-06-27 Interpretable Acoustic Representation Learning on Breathing and Speech Signals for COVID-19 Detection    Debottam Dutta, Debarpan Bhattacharya, Sriram Ganapathy, Amir H. Poorjam, Deepak Mittal, Maneesh Singh arXiv_SD arXiv_SD  Transfer_Learning  Represenation_Learning  Speech  Pose  Detection  Attention  CNN  PDF
• 2022-06-27 Automatic identification of segmentation errors for radiotherapy using geometric learning    Edward G. A. Henderson, Andrew F. Green, Marcel van Herk, Eliana M. Vasquez Osorio arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  3D  Self-Supervised  Pose  Contour  Attention  GAN  CNN  QA  PDF
• 2022-06-27 Linguistic Correlation Analysis: Discovering Salient Neurons in deepNLP models    Nadir Durrani, Fahim Dalvi, Hassan Sajjad arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Salient  Knowledge  Quantitative  Relation  Attention  PDF
• 2022-06-27 Few-Shot Cross-Lingual TTS Using Transferable Phoneme Embedding    Wei-Ping Huang, Po-Chun Chen, Sung-Feng Huang, Hung-yi Lee arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Speech  Self-Supervised  Few-Shot  PDF
• 2022-06-26 Predicting the Need for Blood Transfusion in Intensive Care Units with Reinforcement Learning    Yuqing Wang, Yun Zhao, Linda Petzold arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Action  Recommendation  Matching  PDF
• 2022-06-25 Defense against adversarial attacks on deep convolutional neural networks through nonlocal denoising    Sandhya Aneja, Nagender Aneja, Pg Emeroylariffion Abas, Abdul Ghani Naim arXiv_CV arXiv_CV  Transfer_Learning  Adversarial  Pose  Deep_Learning  Denoising  CNN  PDF
• 2022-06-24 RAPid-Learn: A Framework for Learning to Recover for Handling Novelties in Open-World Environments    Shivam Goel, Yash Shukla, Vasanth Sarathy, Matthias Scheutz, Jivko Sinapov arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Action  PDF
• 2022-06-24 A Novel Approach For Analysis of Distributed Acoustic Sensing System Based on Deep Transfer Learning    Ceyhun Efe Kayan, Kivilcim Yuksel Aldogan, Abdurrahman Gumus arXiv_CV arXiv_CV  Transfer_Learning  Recognition  RNN  Pose  Action  Classification  CNN  PDF
• 2022-06-24 Automatic extraction of coronary arteries using deep learning in invasive coronary angiograms    Yinghui Meng, Zhenglong Du, Chen Zhao, Minghao Dong, Drew Pienta, Zhihui Xu, Weihua Zhou arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Pose  Action  Deep_Learning  PDF
• 2022-06-22 Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer    Lucas N. Alegre, Ana L. C. Bazzan, Bruno C. da Silva arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Action  PDF
• 2022-06-22 Template-based Approach to Zero-shot Intent Recognition    Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova, Valentin Malykh, Andrey Bout, Irina Piontkovskaya arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Enhancement  Recognition  Zero-Shot  Text_Classification  Knowledge  Classification  Inference  PDF
• 2022-06-22 Imitation Learning for Generalizable Self-driving Policy with Sim-to-real Transfer    Zoltán Lőrincz, Márton Szemenyei, Róbert Moni arXiv_CV arXiv_CV  Transfer_Learning  PDF
• 2022-06-21 An Efficient Industrial Federated Learning Framework for AIoT: A Face Recognition Application    Youlong Ding, Xueyang Wu, Zhitao Li, Zeheng Wu, Shengqi Tan, Qian Xu, Weike Pan, Qiang Yang arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Face  Face_Recognition  Attention  Prediction  PDF
• 2022-06-21 MEStereo-Du2CNN: A Novel Dual Channel CNN for Learning Robust Depth Estimates from Multi-exposure Stereo Images for HDR 3D Applications    Rohit Choudhary, Mansi Sharma, Uma T V, Rithvik Anil arXiv_CV arXiv_CV  Transfer_Learning  3D  Pose  Quantitative  Matching  PDF
• 2022-06-21 Building an Endangered Language Resource in the Classroom: Universal Dependencies for Kakataibo    Roberto Zariquiey, Claudia Alvarado, Ximena Echevarria, Luisa Gomez, Rosa Gonzales, Mariana Illescas, Sabina Oporto, Frederic Blum, Arturo Oncevay, Javier Vera arXiv_CL arXiv_CL  Transfer_Learning  Speech  Pose  PDF
• 2022-06-20 Remote Sensing Image Classification using Transfer Learning and Attention Based Deep Neural Network    Lam Pham, Khoa Tran, Dat Ngo, Jasmin Lampert, Alexander Schindler arXiv_CV arXiv_CV  Transfer_Learning  Scene_Classification  Pose  Classification  Deep_Learning  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2022-06-20 An Empirical Analysis on the Vulnerabilities of End-to-End Speech Segregation Models    Rahil Parikh, Gaspar Rochette, Carol Espy-Wilson, Shihab Shamma arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Speech  Pose  PDF
• 2022-06-19 Learning Multi-Task Transferable Rewards via Variational Inverse Reinforcement Learning    Se-Wook Yoo, Seung-Woo Seo arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Regularization  Adversarial  Pose  Action  PDF
• 2022-06-19 Agricultural Plantation Classification using Transfer Learning Approach based on CNN    Uphar Singh, Tushar Musale, Ranjana Vyas, O.P.Vyas (Indian Institute of Information Technology, Allahabad, India) arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Pose  Classification  Deep_Learning  CNN  PDF
• 2022-06-19 Terrain Classification using Transfer Learning on Hyperspectral Images: A Comparative study    Uphar Singh, Kumar Saurabh, Neelaksh Trehan, Ranjana Vyas, O.P. Vyas arXiv_AI arXiv_AI  Transfer_Learning  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2022-06-19 Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping    Jenthe Thienpondt, Kris Demuynck arXiv_SD arXiv_SD  Transformer  Transfer_Learning  Enhancement  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2022-06-19 Scalable Neural Data Server: A Data Recommender for Transfer Learning    Tianshi Cao, Sasha Doubov, David Acuna, Sanja Fidler arXiv_CV arXiv_CV  Transfer_Learning  Pose  Recommendation  PDF
• 2022-06-18 Multistream Gaze Estimation with Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning    Zunayed Mahmud, Paul Hungler, Ali Etemad arXiv_CV arXiv_CV  Transfer_Learning  Pose  Gaze_Estimation  PDF
• 2022-06-17 CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer    Yao Mu, Shoufa Chen, Mingyu Ding, Jianyu Chen, Runjian Chen, Ping Luo arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Reinforcement_Learning  Pose  Attention  PDF
• 2022-06-17 A Survey on Computational Intelligence-based Transfer Learning    Mohamad Zamini, Eunjin Kim arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Survey  PDF
• 2022-06-17 FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification    Aliaksandra Shysheya, John Bronskill, Massimiliano Patacchiola, Sebastian Nowozin, Richard E Turner arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Few-Shot  Image_Classification  PDF
• 2022-06-17 COVID-19 Detection using Transfer Learning with Convolutional Neural Network    Pramit Dutta, Tanny Roy, Nafisa Anjum arXiv_CV arXiv_CV  Transfer_Learning  Pose  Detection  CNN  PDF
• 2022-06-17 Multi-Classification of Brain Tumor Images Using Transfer Learning Based Deep Neural Network    Pramit Dutta, Khaleda Akhter Sathi, Md. Saiful Islam arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  PDF
• 2022-06-16 Recursive Neural Programs: Variational Learning of Image Grammars and Part-Whole Hierarchies    Ares Fisher, Rajesh P.N. Rao arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Inference  PDF
• 2022-06-16 Understanding Decision-Time vs. Background Planning in Model-Based Reinforcement Learning    Safa Alver, Doina Precup arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  PDF
• 2022-06-15 A Novel Implementation of Machine Learning for the Efficient, Explainable Diagnosis of COVID-19 from Chest CT    Justin Liu arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  Deep_Learning  Detection  Medical  PDF
• 2022-06-15 Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification    Adrian El Baz, André Carvalho, Hong Chen, Fabio Ferreira, Henry Gouk, Shell Hu, Frank Hutter, Zhengying Liu, Felix Mohr, Jan van Rijn, Xin Wang, Isabelle Guyon (TAU, LISN) arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Classification  Few-Shot  GAN  Image_Classification  PDF
• 2022-06-15 Subsurface Depths Structure Maps Reconstruction with Generative Adversarial Networks    Dmitry Ivlev arXiv_CV arXiv_CV  Reconstruction  Transfer_Learning  Super_Resolution  3D  Knowledge  Adversarial  Pose  Face  Survey  GAN  PDF
• 2022-06-14 Evaluating histopathology transfer learning with ChampKit    Jakub R. Kaczmarzyk, Tahsin M. Kurc, Shahira Abousamra, Rajarsi Gupta, Joel H. Saltz, Peter K. Koo arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  Image_Classification  Prediction  PDF
• 2022-06-14 Quantitative Imaging Principles Improves Medical Image Learning    Lambert T. Leong, Michael C. Wong, Yannik Glaser, Thomas Wolfgruber, Steven B. Heymsfield, Peter Sadwoski, John A. Shepherd arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Quantitative  Medical  PDF
• 2022-06-14 Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition    Wang Lu, Jindong Wang, Yiqiang Chen, Sinno Jialin Pan, Chunyu Hu, Xin Qin arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Pose  Classification  Attention  Activity  PDF
• 2022-06-13 LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning    Yi-Lin Sung, Jaemin Cho, Mohit Bansal arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Pose  VQA  Prediction  QA  PDF
• 2022-06-13 Anomaly Detection and Inter-Sensor Transfer Learning on Smart Manufacturing Datasets    Mustafa Abdallah, Byung-Gun Joung, Wo Jae Lee, Charilaos Mousoulis, John W. Sutherland, Saurabh Bagchi arXiv_AI arXiv_AI  Transfer_Learning  Sparse  Salient  Knowledge  Pose  Classification  Detection  PDF
• 2022-06-12 Modeling Generalized Specialist Approach To Train Quality Resilient Snapshot Ensemble    Ghalib Ahmed Tahir, Chu Kiong Loo, Zongying Liu arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Classification  CNN  PDF
• 2022-06-12 PAC-Net: A Model Pruning Approach to Inductive Transfer Learning    Sanghoon Myung, In Huh, Wonik Jang, Jae Myung Choe, Jisu Ryu, Dae Sin Kim, Kee-Eung Kim, Changwook Jeong arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  PDF
• 2022-06-12 APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking    Yuxiang Yang, Junjie Yang, Yufei Xu, Jing Zhang, Long Lan, Dacheng Tao arXiv_CV arXiv_CV  Tracking  Transfer_Learning  Pose_Estimation  Pose  PDF
• 2022-06-11 Toward Real-world Single Image Deraining: A New Benchmark and Beyond    Wei Li, Qiming Zhang, Jing Zhang, Zhen Huang, Xinmei Tian, Dacheng Tao arXiv_CV arXiv_CV  Transfer_Learning  Restoration  Pose  Attention  PDF
• 2022-06-10 Dynamic stability of power grids -- new datasets for Graph Neural Networks    Christian Nauck, Michael Lindner, Konstantin Schürholt, Frank Hellmann arXiv_AI arXiv_AI  Transfer_Learning  Prediction  PDF
• 2022-06-10 Efficient Per-Shot Convex Hull Prediction By Recurrent Learning    Somdyuti Paul, Andrey Norkin, Alan C. Bovik arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  CNN  Prediction  PDF
• 2022-06-09 Data-Efficient Double-Win Lottery Tickets from Robust Pre-training    Tianlong Chen, Zhenyu Zhang, Sijia Liu, Yang Zhang, Shiyu Chang, Zhangyang Wang arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Sparse  Adversarial  Pose  Matching  PDF
• 2022-06-09 CFA: Coupled-hypersphere-based Feature Adaptation for Target-Oriented Anomaly Localization    Sungwook Lee, Seunghyun Lee, Byung Cheol Song arXiv_CV arXiv_CV  Transfer_Learning  Pose  Quantitative  Detection  PDF
• 2022-06-08 Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning    Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, Jinyoung Yeo arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Knowledge  Knowledge_Graph  Pose  QA  PDF
• 2022-06-07 Discrete State-Action Abstraction via the Successor Representation    Amnon Attali, Pedro Cisneros-Velarde, Marco Morales, Nancy M. Amato arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Sparse  Pose  Action  PDF
• 2022-06-07 Transfer learning to decode brain states reflecting the relationship between cognitive tasks    Youzhi Qu, Xinyao Jian, Wenxin Che, Penghui Du, Kai Fu, Quanying Liu arXiv_AI arXiv_AI  Transfer_Learning  Pose  Relation  PDF
• 2022-06-06 Robust Fine-Tuning of Deep Neural Networks with Hessian-based Generalization Guarantees    Haotian Ju, Dongyue Li, Hongyang R. Zhang arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Classification  Image_Classification  PDF
• 2022-06-06 Hardware-accelerated Mars Sample Localization via deep transfer learning from photorealistic simulations    Raúl Castilla-Arquillo, Carlos Jesús Pérez-del-Pulgar, Gonzalo Jesús Paz-Delgado, Levin Gerdes arXiv_AI arXiv_AI  Transfer_Learning  3D  Pose_Estimation  Pose  Face  Detection  Autonomous  PDF
• 2022-06-06 Transfer Learning based Search Space Design for Hyperparameter Tuning    Yang Li, Yu Shen, Huaijun Jiang, Tianyi Bai, Wentao Zhang, Ce Zhang, Bin Cui arXiv_AI arXiv_AI  NAS  Transfer_Learning  Optimization  Knowledge  Deep_Learning  PDF
• 2022-06-06 MorisienMT: A Dataset for Mauritian Creole Machine Translation    Raj Dabre, Aneerav Sukhoo arXiv_CL arXiv_CL  Transfer_Learning  Pose  NMT  PDF
• 2022-06-06 Topological Optimized Convolutional Visual Recurrent Network for Brain Tumor Segmentation and Classification    Dhananjay Joshi, Kapil Kumar Nagwanshi, Nitin S. Choubey, Naveen Singh Rajput arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Optimization  RNN  Pose  Classification  Detection  Medical  CNN  PDF
• 2022-06-04 Actuarial Applications of Natural Language Processing Using Transformers: Case Studies for Using Text Features in an Actuarial Context    Andreas Troxler (AT Analytics), Jürg Schelldorfer (Swiss Re) arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Classification  Prediction  PDF
• 2022-06-03 MetaLR: Layer-wise Learning Rate based on Meta-Learning for Adaptively Fine-tuning Medical Pre-trained Models    Yixiong Chen, Jingxian Li, Hua Jiang, Li Liu, Chris Ding arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Pose  Medical  PDF
• 2022-06-03 Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation    Chenyu You, Jinlin Xiang, Kun Su, Xiaoran Zhang, Siyuan Dong, John Onofrey, Lawrence Staib, James S. Duncan arXiv_AI arXiv_AI  Segmentation  Embedding  Transfer_Learning  Pose  Medical  PDF
• 2022-06-02 Examining the behaviour of state-of-the-art convolutional neural networks for brain tumor detection with and without transfer learning    Md. Atik Ahamed, Rabeya Tus Sadia arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Detection  CNN  PDF
• 2022-06-02 Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection    Juuso Eronen, Michal Ptaszynski, Fumito Masui, Masaki Arata, Gniewosz Leliwa, Michal Wroczynski arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Detection  Relation  PDF
• 2022-06-01 Evaluating Gaussian Grasp Maps for Generative Grasping Models    William Prew, Toby P. Breckon, Magnus Bordewich, Ulrik Beierholm arXiv_CV arXiv_CV  Transfer_Learning  Pose  Attention  Inference  PDF
• 2022-06-01 CellCentroidFormer: Combining Self-attention and Convolution for Cell Detection    Royden Wagner, Karl Rohr arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Pose  Deep_Learning  Detection  Attention  CNN  PDF
• 2022-06-01 Supervised Denoising of Diffusion-Weighted Magnetic Resonance Images Using a Convolutional Neural Network and Transfer Learning    Jakub Jurek, Andrzej Materka, Kamil Ludwisiak, Agata Majos, Kamil Gorczewski, Kamil Cepuch, Agata Zawadzka arXiv_CV arXiv_CV  Transfer_Learning  Pose  Quantitative  Denoising  CNN  PDF
• 2022-05-31 A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling    Gaode Chen, Yijun Su, Xinghua Zhang, Anmin Hu, Guochun Chen, Siyuan Feng, Ji Xiang, Junbo Zhang, Yu Zheng arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Relation  GAN  PDF
• 2022-05-31 Variational Transfer Learning using Cross-Domain Latent Modulation    Jinyong Hou, Jeremiah D. Deng, Stephen Cranefield, Xuejie Din arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Pose  Inference  PDF
• 2022-05-30 HiViT: Hierarchical Vision Transformer Meets Masked Image Modeling    Xiaosong Zhang, Yunjie Tian, Wei Huang, Qixiang Ye, Qi Dai, Lingxi Xie, Qi Tian arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  Self-Supervised  Pose  Detection  Attention  PDF
• 2022-05-28 Looks Like Magic: Transfer Learning in GANs to Generate New Card Illustrations    Matheus K. Venturelli, Pedro H. Gomes, Jônatas Wehrmann arXiv_CV arXiv_CV  Transfer_Learning  Pose  Face  Quantitative  GAN  PDF
• 2022-05-28 Multi-Source Transfer Learning for Deep Model-Based Reinforcement Learning    Remo Sasso, Matthia Sabatelli, Marco A. Wiering arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Knowledge  Pose  Action  Autonomous  PDF
• 2022-05-27 Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning    Xiliang Zhu, Shayna Gardiner, David Rossouw, Tere Roldán, Simon Corston-Oliver arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Restoration  Speech  Pose  Speech_Recognition  PDF
• 2022-05-27 Classification of COVID-19 Patients with their Severity Level from Chest CT Scans using Transfer Learning    Mansi Gupta, Aman Swaraj, Karan Verma arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Action  Classification  Deep_Learning  Medical  PDF
• 2022-05-27 Semantic-aware Dense Representation Learning for Remote Sensing Image Change Detection    Hao Chen, Wenyuan Li, Song Chen, Zhenwei Shi arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Represenation_Learning  Self-Supervised  Pose  Quantitative  Deep_Learning  Detection  PDF
• 2022-05-26 Efficient textual explanations for complex road and traffic scenarios based on semantic segmentation    Yiyue Zhao, Xinyu Yun, Chen Chai, Zhiyu Liu, Wenxuan Fan, Xiao Luo arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Knowledge  Pose  Autonomous  PDF
• 2022-05-25 Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation    Tu Vu, Aditya Barua, Brian Lester, Daniel Cer, Mohit Iyyer, Noah Constant arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Zero-Shot  Summarization  PDF
• 2022-05-25 Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-tuning    Mozhdeh Gheini, Xuezhe Ma, Jonathan May arXiv_CL arXiv_CL  Transfer_Learning  Optimization  Knowledge  Pose  Language_Model  PDF
• 2022-05-24 Linear Connectivity Reveals Generalization Strategies    Jeevesh Juneja, Rachit Bansal, Kyunghyun Cho, João Sedoc, Naomi Saphra arXiv_CL arXiv_CL  Transfer_Learning  Face  PDF
• 2022-05-24 Face2Text revisited: Improved data set and baseline results    Marc Tanti, Shaun Abdilla, Adrian Muscat, Claudia Borg, Reuben A. Farrugia, Albert Gatt arXiv_CV arXiv_CV  Image_Caption  Transfer_Learning  RNN  Face  Attention  PDF
• 2022-05-24 Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing    Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova arXiv_CL arXiv_CL  Transfer_Learning  Language_Model  PDF
• 2022-05-24 Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer    Ahmet Üstün, Arianna Bisazza, Gosse Bouma, Gertjan van Noord, Sebastian Ruder arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Zero-Shot  Knowledge  Pose  Few-Shot  PDF
• 2022-05-23 When does Parameter-Efficient Transfer Learning Work for Machine Translation?    Ahmet Üstün, Asa Cooper Stickland arXiv_CL arXiv_CL  Transfer_Learning  PDF
• 2022-05-23 Cross-lingual Lifelong Learning    Meryem M'hamdi, Xiang Ren, Jonathan May arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  PDF
• 2022-05-23 Paddy Doctor: A Visual Image Dataset for Paddy Disease Classification    Petchiammal A, Briskline Kiruba S, D. Murugan, Pandarasamy A arXiv_CV arXiv_CV  Transfer_Learning  Face  Classification  Detection  GAN  CNN  PDF
• 2022-05-22 The Geometry of Multilingual Language Model Representations    Tyler A. Chang, Zhuowen Tu, Benjamin K. Bergen arXiv_CL arXiv_CL  Transfer_Learning  Speech  Language_Model  Prediction  PDF
• 2022-05-22 Classification of Quasars, Galaxies, and Stars in the Mapping of the Universe Multi-modal Deep Learning    Sabeesh Ethiraj, Bharath Kumar Bolla arXiv_AI arXiv_AI  Transfer_Learning  Survey  Action  Classification  Deep_Learning  Prediction  PDF
• 2022-05-21 Vision Transformers in 2022: An Update on Tiny ImageNet    Ethan Huynh arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Attention  PDF
• 2022-05-20 Action Recognition for American Sign Language    Nguyen Huu Phong, Bernardete Ribeiro arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Gesture  RNN  Action_Recognition  Action  PDF
• 2022-05-20 Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors    Ravid Shwartz-Ziv, Micah Goldblum, Hossein Souri, Sanyam Kapoor, Chen Zhu, Yann LeCun, Andrew Gordon Wilson arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  Self-Supervised  Face  Classification  Deep_Learning  PDF
• 2022-05-20 Deep transfer learning for image classification: a survey    Jo Plested, Tom Gedeon arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Knowledge  Review  Survey  Classification  Relation  CNN  Image_Classification  PDF
• 2022-05-19 Human Gender Prediction Based on Deep Transfer Learning from Panoramic Radiograph Images    I. Atas arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Prediction  PDF
• 2022-05-19 Robust and Efficient Medical Imaging with Self-Supervision    Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Patricia MacWilliams, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Wilson, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zach Beaver, Fiona Ryan, Justin Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Greg S. Corrado, Dale R. Webster, David Fleet, Geoffrey Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Self-Supervised  Medical  Matching  PDF
• 2022-05-19 TransTab: Learning Transferable Tabular Transformers Across Tables    Zifeng Wang, Jimeng Sun arXiv_AI arXiv_AI  Transformer  Embedding  Transfer_Learning  Self-Supervised  Pose  PDF
• 2022-05-19 EXPANSE: A Deep Continual / Progressive Learning System for Deep Transfer Learning    Mohammadreza Iman, John A. Miller, Khaled Rasheed, Robert M. Branchinst, Hamid R. Arabnia arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Face  Deep_Learning  PDF
• 2022-05-18 Global Contrast Masked Autoencoders Are Powerful Pathological Representation Learners    Hao Quan, Xingyu Li, Weixing Chen, Mingchen Zou, Ruijie Yang, Tingting Zheng, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Classification  Deep_Learning  Medical  PDF
• 2022-05-18 Federated Learning: Applications, Challenges and Future Scopes    Subrato Bharati, M. Rubaiyat Hossain Mondal, Prajoy Podder, V. B. Surya Prasath arXiv_AI arXiv_AI  Transfer_Learning  Gradient_Descent  Review  Pose  Deep_Learning  Medical  Recommendation  PDF
• 2022-05-18 Evaluation of Transfer Learning for Polish with a Text-to-Text Model    Aleksandra Chrabrowa, Łukasz Dragan, Karol Grzegorczyk, Dariusz Kajtoch, Mikołaj Koszowski, Robert Mroczkowski, Piotr Rybak arXiv_CL arXiv_CL  Transformer  Unsupervised  Transfer_Learning  Pose  Denoising  Summarization  PDF
• 2022-05-18 Persian Natural Language Inference: A Meta-learning approach    Heydar Soudani, Mohammad Hassan Mojab, Hamid Beigy arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Pose  Inference  QA  PDF
• 2022-05-17 Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation    Muhammad Umair Nasir, Innocent Amos Mchechesi arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  PDF
• 2022-05-17 A unified framework for dataset shift diagnostics    Felipe Maia Polo, Rafael Izbicki, Evanildo Gomes Lacerda Jr, Juan Pablo Ibieta-Jimenez, Renato Vicente arXiv_AI arXiv_AI  Transfer_Learning  Face  Classification  Detection  Prediction  PDF
• 2022-05-17 When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning    Orion Weller, Kevin Seppi, Matt Gardner arXiv_CL arXiv_CL  Transfer_Learning  PDF
• 2022-05-16 Manifold Characteristics That Predict Downstream Task Performance    Ruan van der Merwe, Gregory Newman, Etienne Barnard arXiv_CV arXiv_CV  Tracking  Transfer_Learning  Gradient_Descent  Adversarial  Self-Supervised  Pose  PDF
• 2022-05-15 Fused Deep Neural Network based Transfer Learning in Occluded Face Classification and Person re-Identification    Mohamed Mohana, Prasanalakshmi B, Salem Alelyani, Mohammed Saleh Alsaqer arXiv_CV arXiv_CV  Surveillance  Person_Re-identification  Transfer_Learning  Facial_Landmark  Recognition  Face  Classification  Detection  Face_Recognition  Re-identification  Matching  PDF
• 2022-05-14 Classification of Astronomical Bodies by Efficient Layer Fine-Tuning of Deep Neural Networks    Sabeesh Ethiraj, Bharath Kumar Bolla arXiv_AI arXiv_AI  NAS  Transfer_Learning  Classification  PDF
• 2022-05-14 Revisiting Facial Key Point Detection: An Efficient Approach Using Deep Neural Networks    Prathima Dileep, Bharath Kumar Bolla, Sabeesh Ethiraj arXiv_AI arXiv_AI  NAS  Transfer_Learning  Facial_Landmark  Emotion  Face  Deep_Learning  Detection  Inference  PDF
• 2022-05-14 Efficient Deep Learning Methods for Identification of Defective Casting Products    Bharath Kumar Bolla, Mohan Kingam, Sabeesh Ethiraj arXiv_AI arXiv_AI  NAS  Transfer_Learning  Classification  Deep_Learning  Detection  PDF
• 2022-05-14 Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning    Wei-Rui Chen, Muhammad Abdul-Mageed arXiv_CL arXiv_CL  Transfer_Learning  Quantitative  PDF
• 2022-05-13 Toward a Geometrical Understanding of Self-supervised Contrastive Learning    Romain Cosentino, Anirvan Sengupta, Salman Avestimehr, Mahdi Soltanolkotabi, Antonio Ortega, Ted Willke, Mariano Tepper arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Self-Supervised  Contrastive_Learning  Action  Relation  PDF
• 2022-05-13 Revisiting the Updates of a Pre-trained Model for Few-shot Learning    Yujin Kim, Jaehoon Oh, Sungnyun Kim, Se-Young Yun arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Few-Shot  PDF
• 2022-05-12 DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain    Damith Premasiri, Tharindu Ranasinghe, Wajdi Zaghouani, Ruslan Mitkov arXiv_CL arXiv_CL  Transformer  Transfer_Learning  QA  PDF
• 2022-05-12 Target Aware Network Architecture Search and Compression for Efficient Knowledge Transfer    S.H.Shabbeer Basha, Debapriya Tula, Sravan Kumar Vinakota, Shiv Ram Dubey arXiv_CV arXiv_CV  NAS  Transfer_Learning  Knowledge  Pose  CNN  PDF
• 2022-05-12 SimCPSR: Simple Contrastive Learning for Paper Submission Recommendation System    Duc H. Le, Tram T. Doan, Son T. Huynh, Binh T. Nguyen arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Pose  Contrastive_Learning  Language_Model  Recommendation  PDF
• 2022-05-11 Automatic Tuberculosis and COVID-19 cough classification using deep learning    Madhurananda Pahar, Marisa Klopper, Byron Reeve, Rob Warren, Grant Theron, Andreas Diacon, Thomas Niesler arXiv_SD arXiv_SD  Transfer_Learning  RNN  Speech  Classification  Deep_Learning  GAN  PDF
• 2022-05-11 AutoKE: An automatic knowledge embedding framework for scientific machine learning    Mengge Du, Yuntian Chen, Dongxiao Zhang arXiv_CL arXiv_CL  NAS  Embedding  Transfer_Learning  Knowledge  Pose  Prediction  PDF
• 2022-05-11 ReFine: Re-randomization before Fine-tuning for Cross-domain Few-shot Learning    Jaehoon Oh, Sungnyun Kim, Namgyu Ho, Jin-Hwa Kim, Hwanjun Song, Se-Young Yun arXiv_CV arXiv_CV  Transfer_Learning  Pose  Few-Shot  Attention  PDF
• 2022-05-10 Object Detection in Indian Food Platters using Transfer Learning with YOLOv4    Deepanshu Pandey, Purva Parmar, Gauri Toshniwal, Mansi Goel, Vishesh Agrawal, Shivangi Dhiman, Lavanya Gupta, Ganesh Bagler arXiv_CV arXiv_CV  Transfer_Learning  Detection  Object_Detection  PDF
• 2022-05-10 CoDo: Contrastive Learning with Downstream Background Invariance for Detection    Bing Zhao, Jun Li, Hong Zhu arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  PDF
• 2022-05-09 An Effective Scheme for Maize Disease Recognition based on Deep Networks    Saeedeh Osouli, Behrouz Bolourian Haghighi, Ehsan Sadrossadat arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Detection  Object_Detection  PDF
• 2022-05-09 Sub-Word Alignment Is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation    Minhan Xu, Yu Hong arXiv_CL arXiv_CL  Embedding  Transfer_Learning  PDF
• 2022-05-09 ProQA: Structural Prompt-based Pre-training for Unified Question Answering    Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Zero-Shot  Knowledge  Few-Shot  QA  PDF
• 2022-05-09 Muskits: an End-to-End Music Processing Toolkit for Singing Voice Synthesis    Jiatong Shi, Shuai Guo, Tao Qian, Nan Huo, Tomoki Hayashi, Yuning Wu, Frank Xu, Xuankai Chang, Huazhe Li, Peter Wu, Shinji Watanabe, Qin Jin arXiv_SD arXiv_SD  Transformer  Transfer_Learning  RNN  Knowledge  Speech  PDF
• 2022-05-08 On the Use of BERT for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation    Yongjie Wang, Chuan Wang, Ruobing Li, Hui Lin arXiv_AI arXiv_AI  Transfer_Learning  Bert  RNN  Pose  Deep_Learning  PDF
• 2022-05-07 Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention    Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Pose  Attention  Language_Model  PDF
• 2022-05-07 Keratoconus Classifier for Smartphone-based Corneal Topographer    Siddhartha Gairola, Pallavi Joshi, Anand Balasubramaniam, Kaushik Murali, Nipun Kwatra, Mohit Jain arXiv_CV arXiv_CV  Transfer_Learning  Pose  Quantitative  Medical  CNN  PDF
• 2022-05-07 Utility-Oriented Underwater Image Quality Assessment Based on Transfer Learning    Weiling Chen, Rongfu Lin, Honggang Liao, Tiesong Zhao, Ke Gu, Patrick Le Callet arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Detection  Relation  QA  PDF
• 2022-05-06 RCMNet: A deep learning model assists CAR-T therapy for leukemia    Ruitao Zhang, Xueying Han, Ijaz Gul, Shiyao Zhai, Ying Liu, Yongbing Zhang, Yuhan Dong, Lan Ma, Dongmei Yu, Jin Zhou, Peiwu Qin arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2022-05-06 Large Scale Transfer Learning for Differentially Private Image Classification    Harsh Mehta, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Gradient_Descent  Adversarial  Classification  Deep_Learning  Image_Classification  PDF
• 2022-05-05 Understanding Transfer Learning for Chest Radiograph Clinical Report Generation with Modified Transformer Architectures    Edward Vendrow, Ethan Schonfeld arXiv_AI arXiv_AI  Image_Caption  Transformer  Embedding  Transfer_Learning  Bert  Pose  Medical  Caption  PDF
• 2022-05-04 Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models    Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  3D  Deep_Learning  Detection  PDF
• 2022-05-04 ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks    Marcely Zanon Boito, John Ortega, Hugo Riguidel, Antoine Laurent, Loïc Barrault, Fethi Bougares, Firas Chaabani, Ha Nguyen, Florentin Barbier, Souhir Gahbiche, Yannick Estève arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-05-03 Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity?    Subba Reddy Oota, Jashn Arora, Veeral Agarwal, Mounika Marreddy, Manish Gupta, Bapi Raju Surampudi arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Relation  Summarization  Activity  Inference  Language_Model  PDF
• 2022-05-03 Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning    Mike Zhang, Kristian Nørgaard Jensen, Barbara Plank arXiv_CL arXiv_CL  Transfer_Learning  Bert  Zero-Shot  Classification  Few-Shot  PDF
• 2022-05-01 Preserve Pre-trained Knowledge: Transfer Learning With Self-Distillation For Action Recognition    Yang Zhou, Zhanhao He, Keyu Lu, Guanhong Wang, Gaoang Wang arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Action_Recognition  Action  PDF
• 2022-05-01 Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach    Meisin Lee, Lay-Ki Soon, Eu-Gene Siew arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Action  Classification  Relation  Prediction  PDF
• 2022-04-29 Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation    Gusseppe Bravo-Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak arXiv_AI arXiv_AI  Transfer_Learning  Pose  Prediction  PDF
• 2022-04-29 Fix the Noise: Disentangling Source Feature for Transfer Learning of StyleGAN    Dongyeun Lee, Jae Young Lee, Doyeon Kim, Jaehyun Choi, Junmo Kim arXiv_AI arXiv_AI  Transfer_Learning  Pose  GAN  Matching  PDF
• 2022-04-29 Por Qu'e N~ao Utiliser Alla Spr{aa}k? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer    Haoran Xu, Kenton Murray arXiv_CL arXiv_CL  Transfer_Learning  Optimization  Pose  Few-Shot  PDF
• 2022-04-28 Model Selection, Adaptation, and Combination for Deep Transfer Learning through Neural Networks in Renewable Energies    Jens Schreiber, Bernhard Sick arXiv_AI arXiv_AI  Transfer_Learning  Pose  Prediction  PDF
• 2022-04-28 Resource-efficient domain adaptive pre-training for medical images    Yasar Mehmood, Usama Ijaz Bajwa, Xianfang Sun arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Pose  Deep_Learning  Medical  PDF
• 2022-04-28 Adversarial Fine-tune with Dynamically Regulated Adversary    Pengyue Hou, Ming Zhou, Jie Han, Petr Musilek, Xingyu Li arXiv_AI arXiv_AI  Transfer_Learning  Adversarial  Pose  Autonomous  PDF
• 2022-04-27 Transfer Learning with Pre-trained Conditional Generative Models    Shin'ya Yamaguchi, Sekitoshi Kanai, Atsutoshi Kumagai, Daiki Chijiwa, Hisashi Kashima arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Knowledge  Pose  PDF
• 2022-04-27 A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer    Ayan Sengupta, Tharun Suresh, Md Shad Akhtar, Tanmoy Chakraborty arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Zero-Shot  Represenation_Learning  Pose  Relation  Attention  Language_Model  PDF
• 2022-04-26 Meta-free representation learning for few-shot learning via stochastic weight averaging    Kuilin Chen, Chi-Guhn Lee arXiv_CV arXiv_CV  Transfer_Learning  Represenation_Learning  Pose  Classification  Few-Shot  Attention  Prediction  PDF
• 2022-04-25 Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation    Antoine Saporta, Arthur Douillard, Tuan-Hung Vu, Patrick Pérez, Matthieu Cord arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Semantic_Segmentation  Pose  Face  PDF
• 2022-04-25 Multi-objective Pointer Network for Combinatorial Optimization    Le-yang Gao, Rui Wang, Chuang Liu, Zhao-hong Jia arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Optimization  Pose  PDF
• 2022-04-25 Audio-Visual Scene Classification Using A Transfer Learning Based Joint Optimization Strategy    Chengxin Chen, Meng Wang, Pengyuan Zhang arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Scene_Classification  Optimization  Pose  Classification  Attention  PDF
• 2022-04-25 A Hybrid Defense Method against Adversarial Attacks on Traffic Sign Classifiers in Autonomous Vehicles    Zadid Khan, Mashrur Chowdhury, Sakib Mahmud Khan arXiv_CV arXiv_CV  Transfer_Learning  Gradient_Descent  Recognition  Optical_Character