Transfer_Learning

Transfer_Learning

• 2022-01-21 On the adaptation of recurrent neural networks for system identification    Marco Forgione, Aneri Muni, Dario Piga, Marco Gallieri arXiv_AI arXiv_AI  Transfer_Learning  RNN  Pose  PDF
• 2022-01-21 VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges    Attila Lengyel, Robert-Jan Bruintjes, Marcos Baptista Rios, Osman Semih Kayhan, Davide Zambrano, Nergis Tomen, Jan van Gemert arXiv_AI arXiv_AI  Transfer_Learning  Deep_Learning  PDF
• 2022-01-21 Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World    Hua Ma, Yinshan Li, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Anmin Fu, Hyoungshick Kim, Said F. Al-Sarawi, Nepal Surya, Derek Abbott arXiv_AI arXiv_AI  Transfer_Learning  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  PDF
• 2022-01-20 Priors, Hierarchy, and Information Asymmetry for Skill Transfer in Reinforcement Learning    Sasha Salter, Kristian Hartikainen, Walter Goodwin, Ingmar Posner arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  PDF
• 2022-01-20 Transfer Learning for Fault Diagnosis of Transmission Lines    Fatemeh Mohammadi Shakiba, Milad Shojaee, S. Mohsen Azizi, Mengchu Zhou arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Classification  Detection  CNN  PDF
• 2022-01-19 Unsupervised Personalization of an Emotion Recognition System: The Unique Properties of the Externalization of Valence in Speech    Kusha Sridhar, Carlos Busso arXiv_SD arXiv_SD  Unsupervised  Transfer_Learning  Recognition  Speech  Pose  Emotion  Prediction  PDF
• 2022-01-19 Correlated-informed neural networks: a new machine learning framework to predict pressure drop in micro-channels    J.A. Montanez-Barrera, J.M. Barroso-Maldonado, A.F. Bedoya-Santacruz, Adrian Mota-Babiloni arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Deep_Learning  Relation  PDF
• 2022-01-18 Optimizing Active Learning for Low Annotation Budgets    Umang Aggarwal, Adrian Popescu, Céline Hudelot arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Prediction  PDF
• 2022-01-18 Hierarchical Neural Network Approaches for Long Document Classification    Snehal Khandve, Vedangi Wagh, Apurva Wani, Isha Joshi, Raviraj Joshi arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Text_Classification  RNN  Pose  Classification  Deep_Learning  Relation  Attention  PDF
• 2022-01-17 Towards a Cleaner Document-Oriented Multilingual Crawled Corpus    Julien Abadji, Pedro Ortiz Suarez, Laurent Romary, Benoît Sagot arXiv_CL arXiv_CL  Transfer_Learning  Pose  Language_Model  PDF
• 2022-01-17 Growing Neural Network with Shared Parameter    Ruilin Tong arXiv_AI arXiv_AI  Transfer_Learning  Pose  Matching  PDF
• 2022-01-15 Addressing the Challenges of Cross-Lingual Hate Speech Detection    Irina Bigoulaeva, Viktor Hangya, Iryna Gurevych, Alexander Fraser arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Speech  Detection  PDF
• 2022-01-15 Semantic decoupled representation learning for remote sensing image change detection    Hao Chen, Yifan Zao, Liqin Liu, Song Chen, Zhenwei Shi arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Represenation_Learning  Self-Supervised  Pose  Detection  PDF
• 2022-01-14 CLUE: Contextualised Unified Explainable Learning of User Engagement in Video Lectures    Sujit Roy, Gnaneswara Rao Gorle, Vishal Gaur, Haider Raza, Shoaib Jameel arXiv_AI arXiv_AI  Transfer_Learning  Speech  Pose  Emotion  PDF
• 2022-01-13 Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision    Sherrie Wang, Francois Waldner, David B. Lobell arXiv_CV arXiv_CV  Transfer_Learning  Deep_Learning  PDF
• 2022-01-12 Early Diagnosis of Parkinsons Disease by Analyzing Magnetic Resonance Imaging Brain Scans and Patient Characteristics    Sabrina Zhu arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  CNN  PDF
• 2022-01-12 Toddler-Guidance Learning: Impacts of Critical Period on Multimodal AI Agents    Junseok Park, Kwanyoung Park, Hyunseok Oh, Ganghun Lee, Minsu Lee, Youngki Lee, Byoung-Tak Zhang arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Sparse  Action  PDF
• 2022-01-11 A Feature Extraction based Model for Hate Speech Identification    Salar Mohtaj, Vera Schmitt, Sebastian Möller arXiv_AI arXiv_AI  Transfer_Learning  Bert  RNN  Speech  Action  Detection  PDF
• 2022-01-11 Classification of Beer Bottles using Object Detection and Transfer Learning    Philipp Hohlfeld, Tobias Ostermeier, Dominik Brandl arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  Object_Detection  PDF
• 2022-01-10 Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning    Utku Evci, Vincent Dumoulin, Hugo Larochelle, Michael C. Mozer arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  PDF
• 2022-01-10 BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives    Frederico Souza, João Filho arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Text_Classification  Pose  Classification  Sentiment  Language_Model  PDF
• 2022-01-10 Transfer Learning for Scene Text Recognition in Indian Languages    Sanjana Gunna, Rohit Saluja, C. V. Jawahar arXiv_CV arXiv_CV  Transfer_Learning  Recognition  RNN  Pose  Scene_Text  PDF
• 2022-01-09 An Ensemble of Deep Learning Frameworks Applied For Predicting Respiratory Anomalies    Lam Pham, Dat Ngo, Truong Hoang, Alexander Schindler, Ian McLoughlin arXiv_SD arXiv_SD  Transfer_Learning  Action  Deep_Learning  PDF
• 2022-01-07 Attention Option-Critic    Raviteja Chunduru, Doina Precup arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  Action  Attention  PDF
• 2022-01-07 Learning with less labels in Digital Pathology via Scribble Supervision from natural images    Eu Wern Teh, Graham W. Taylor arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Classification  Deep_Learning  Medical  PDF
• 2022-01-07 A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation    Irene Li, Thomas George, Alexander Fabbri, Tammy Liao, Benjamin Chen, Rina Kawamura, Richard Zhou, Vanessa Yan, Swapnil Hingmire, Dragomir Radev arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Survey  Action  Classification  Language_Model  PDF
• 2022-01-06 An exploratory experiment on Hindi, Bengali hate-speech detection and transfer learning using neural networks    Tung Minh Phung, Jan Cloos arXiv_CL arXiv_CL  Transfer_Learning  Speech  Detection  PDF
• 2022-01-06 Multi-Label Classification on Remote-Sensing Images    Aditya Kumar Singh, B. Uma Shankar arXiv_AI arXiv_AI  Transfer_Learning  Face  Classification  Deep_Learning  PDF
• 2022-01-05 Probing TryOnGAN    Saurabh Kumar, Nishant Sinha arXiv_CV arXiv_CV  Transfer_Learning  Style_Transfer  Pose  Face  GAN  PDF
• 2022-01-05 Sign Language Recognition System using TensorFlow Object Detection API    Sharvani Srivastava, Amisha Gangwar, Richa Mishra, Sudhakar Singh arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Gesture  Knowledge  Pose  Detection  Object_Detection  PDF
• 2022-01-04 Transfer Learning for Retinal Vascular Disease Detection: A Pilot Study with Diabetic Retinopathy and Retinopathy of Prematurity    Guan Wang, Yusuke Kikuchi, Jinglin Yi, Qiong Zou, Rui Zhou, Xin Guo arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Detection  Medical  PDF
• 2022-01-04 Weakly-supervised continual learning for class-incremental segmentation    Gaston Lenczner, Adrien Chan-Hon-Tong, Nicola Luminari, Bertrand Le Saux arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Regularization  Pose  Deep_Learning  PDF
• 2022-01-04 Stain Normalized Breast Histopathology Image Recognition using Convolutional Neural Networks for Cancer Detection    Sruthi Krishna, Suganthi S.S, Shivsubramani Krishnamoorthy, Arnav Bhavsar arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Classification  Deep_Learning  Detection  CNN  PDF
• 2022-01-03 Sentiment Analysis and Sarcasm Detection of Indian General Election Tweets    Arpit Khare, Amisha Gangwar, Sudhakar Singh, Shiv Prakash arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Face  Detection  Sentiment  PDF
• 2022-01-03 Improving Feature Extraction from Histopathological Images Through A Fine-tuning ImageNet Model    Xingyu Li, Min Cen, Jinfeng Xu, Hong Zhang, Xu Steven Xu arXiv_CV arXiv_CV  Transfer_Learning  Action  Classification  Relation  Prediction  PDF
• 2021-12-31 Transfer learning for cancer diagnosis in histopathological images    Sandhya Aneja, Nagender Aneja, Pg Emeroylariffion Abas, Abdul Ghani Naim arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Detection  PDF
• 2021-12-31 Settling the Bias and Variance of Meta-Gradient Estimation for Meta-Reinforcement Learning    Bo Liu, Xidong Feng, Haifeng Zhang, Jun Wang, Yaodong Yang arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  PDF
• 2021-12-31 Data-Free Knowledge Transfer: A Survey    Yuang Liu, Wei Zhang, Jun Wang, Jianyong Wang arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Knowledge  Review  Pose  Survey  Deep_Learning  Attention  Inference  PDF
• 2021-12-30 Stochastic Layers in Vision Transformers    Nikola Popovic, Danda Pani Paudel, Thomas Probst, Luc Van Gool arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Recognition  Adversarial  Inference  PDF
• 2021-12-30 THE Benchmark: Transferable Representation Learning for Monocular Height Estimation    Zhitong Xiong, Wei Huang, Jingtao Hu, Yilei Shi, Qi Wang, Xiao Xiang Zhu arXiv_CV arXiv_CV  Transformer  Transfer_Learning  3D  Zero-Shot  Represenation_Learning  Pose  Few-Shot  PDF
• 2021-12-29 Fine-Tuning Transformers: Vocabulary Transfer    Igor Samenko, Alexey Tikhonov, Borislav Kozlovskii, Ivan P. Yamshchikov arXiv_AI arXiv_AI  Transformer  Transfer_Learning  PDF
• 2021-12-26 Delivery Issues Identification from Customer Feedback Data    Ankush Chopra, Mahima Arora, Shubham Pandey arXiv_AI arXiv_AI  Transfer_Learning  Pose  Face  Action  Detection  PDF
• 2021-12-24 The Curse of Zero Task Diversity: On the Failure of Transfer Learning to Outperform MAML and their Empirical Equivalence    Brando Miranda, Yu-Xiong Wang, Sanmi Koyejo arXiv_AI arXiv_AI  Transfer_Learning  Few-Shot  PDF
• 2021-12-24 Spoiler in a Textstack: How Much Can Transformers Help?    Anna Wróblewska, Paweł Rzepiński, Sylwia Sysko-Romańczuk arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Review  Deep_Learning  Detection  GAN  PDF
• 2021-12-23 Faster Deep Ensemble Averaging for Quantification of DNA Damage from Comet Assay Images With Uncertainty Estimates    Srikanth Namuduri, Prateek Mehta, Lise Barbe, Stephanie Lam, Zohreh Faghihmonzavi, Steve Finkbeiner, Shekhar Bhansali arXiv_CV arXiv_CV  Transfer_Learning  Optimization  Pose  Deep_Learning  Prediction  PDF
• 2021-12-23 Distilling the Knowledge of Romanian BERTs Using Multiple Teachers    Andrei-Marius Avram, Darius Catrina, Dumitru-Clementin Cercel, Mihai Dascălu, Traian Rebedea, Vasile Păiş, Dan Tufiş arXiv_CL arXiv_CL  Quantization  Transfer_Learning  Recognition  Bert  Knowledge  Speech  Pose  Sentiment  Language_Model  Prediction  PDF
• 2021-12-22 Toward Educator-focused Automated Scoring Systems for Reading and Writing    Mike Hardy arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Classification  Attention  PDF
• 2021-12-22 Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization    Md Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Weakly_Supervised  Pose  Summarization  PDF
• 2021-12-22 Convolutional neural network based on transfer learning for breast cancer screening    Hussin Ragb, Redha Ali, Elforjani Jera, Nagi Buaossa arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  CNN  PDF
• 2021-12-21 A Parameter Initialization Method for Variational Quantum Algorithms to Mitigate Barren Plateaus Based on Transfer Learning    Huan-Yu Liu, Tai-Ping Sun, Yu-Chun Wu, Yong-Jian Han, Guo-Ping Guo arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Face  VQA  QA  PDF
• 2021-12-20 Evaluation and Comparison of Deep Learning Methods for Pavement Crack Identification with Visual Images    Kai-Liang Lu arXiv_AI arXiv_AI  Segmentation  Transfer_Learning  Enhancement  Weakly_Supervised  Review  Adversarial  Pose  Classification  Deep_Learning  Detection  GAN  CNN  PDF
• 2021-12-18 Cascading Adaptors to Leverage English Data to Improve Performance of Question Answering for Low-Resource Languages    Hariom A. Pandya, Bhavik Ardeshna, Dr. Brijesh S. Bhatt arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Zero-Shot  Pose  QA  PDF
• 2021-12-17 Human-Vehicle Cooperative Visual Perception for Shared Autonomous Driving    Yiyue Zhao, Cailin Lei, Yu Shen, Yuchuan Du, Qijun Chen arXiv_CV arXiv_CV  Transfer_Learning  Pose  Detection  Object_Detection  Autonomous  PDF
• 2021-12-17 PeopleSansPeople: A Synthetic Data Generator for Human-Centric Computer Vision    Salehe Erfanian Ebadi, You-Cyuan Jhang, Alex Zook, Saurav Dhakad, Adam Crespi, Pete Parisi, Steven Borkman, Jonathan Hogins, Sujoy Ganguly arXiv_AI arXiv_AI  Segmentation  Transfer_Learning  Semantic_Segmentation  3D  Pose_Estimation  Pose  Detection  Few-Shot  PDF
• 2021-12-16 Monitoring crop phenology with street-level imagery using computer vision    Raphaël d'Andrimont, Momchil Yordanov, Laura Martinez-Sanchez, Marijn van der Velde arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Survey  Action  Classification  Deep_Learning  CNN  Inference  PDF
• 2021-12-16 RegionCLIP: Region-based Language-Image Pretraining    Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Pose  Classification  Detection  Object_Detection  Caption  Image_Classification  Inference  PDF
• 2021-12-16 Learning from Guided Play: A Scheduled Hierarchical Approach for Improving Exploration in Adversarial Imitation Learning    Trevor Ablett, Bryan Chan, Jonathan Kelly arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Sparse  Adversarial  Action  PDF
• 2021-12-16 Search for temporal cell segmentation robustness in phase-contrast microscopy videos    Estibaliz Gómez-de-Mariscal, Hasini Jayatilaka, Özgün Çiçek, Thomas Brox, Denis Wirtz, Arrate Muñoz-Barrutia arXiv_CV arXiv_CV  Segmentation  Tracking  Transfer_Learning  3D  Pose  Deep_Learning  CNN  PDF
• 2021-12-15 One System to Rule them All: a Universal Intent Recognition System for Customer Service Chatbots    Juan Camilo Vasquez-Correa, Juan Carlos Guerrero-Sierra, Jose Luis Pemberty-Tamayo, Juan Esteban Jaramillo, Andres Felipe Tejada-Castro arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Recognition  Bert  RNN  Pose  Classification  CNN  Language_Model  QA  PDF
• 2021-12-15 Confidence-Aware Subject-to-Subject Transfer Learning for Brain-Computer Interface    Dong-Kyun Han, Serkan Musellim, Dong-Young Kim arXiv_AI arXiv_AI  Transfer_Learning  Pose  Face  PDF
• 2021-12-15 Chimpanzee voice prints? Insights from transfer learning experiments from human voices    Mael Leroux, Orestes Gutierrez Al-Khudhairy, Nicolas Perony, Simon W. Townsend arXiv_SD arXiv_SD  Transfer_Learning  PDF
• 2021-12-15 MissMarple : A Novel Socio-inspired Feature-transfer Learning Deep Network for Image Splicing Detection    Angelina L. Gokhale, Dhanya Pramod, Sudeep D. Thepade, Ravi Kulkarni arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Detection  CNN  PDF
• 2021-12-15 A Comparative Analysis of Machine Learning Approaches for Automated Face Mask Detection During COVID-19    Junaed Younus Khan, Md Abdullah Al Alamin arXiv_CV arXiv_CV  Transfer_Learning  Face  Deep_Learning  Detection  GAN  PDF
• 2021-12-15 Fine-Tuning Large Neural Language Models for Biomedical Natural Language Processing    Robert Tinn, Hao Cheng, Yu Gu, Naoto Usuyama, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon arXiv_CL arXiv_CL  Transfer_Learning  Bert  Medical  Language_Model  PDF
• 2021-12-15 Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery    A S M Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G.K. Jones arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Deep_Learning  PDF
• 2021-12-14 Maximum Bayes Smatch Ensemble Distillation for AMR Parsing    Young-Suk Lee, Ramon Fernandez Astudillo, Thanh Lam Hoang, Tahira Naseem, Radu Florian, Salim Roukos arXiv_AI arXiv_AI  Transfer_Learning  Pose  QA  PDF
• 2021-12-14 On the Use of External Data for Spoken Named Entity Recognition    Ankita Pasad, Felix Wu, Suwon Shon, Karen Livescu, Kyu J. Han arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Knowledge  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-12-14 CLIP-Lite: Information Efficient Visual Representation Learning from Textual Annotations    Aman Shrivastava, Ramprasaath R. Selvaraju, Nikhil Naik, Vicente Ordonez arXiv_CV arXiv_CV  Transfer_Learning  Zero-Shot  Optimization  Represenation_Learning  Pose  Contrastive_Learning  Classification  Caption  PDF
• 2021-12-13 Language Models are not Models of Language    Csaba Veres arXiv_CL arXiv_CL  Transfer_Learning  Pose  Deep_Learning  Language_Model  PDF
• 2021-12-13 VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks    Yi-Lin Sung, Jaemin Cho, Mohit Bansal arXiv_AI arXiv_AI  Image_Caption  Transfer_Learning  Knowledge  Pose  VQA  Caption  Language_Model  QA  PDF
• 2021-12-13 Quantum Stream Learning    Yongcheng Ding, Xi Chen, Rafael Magdalena-Benedicto, José D. Martín-Guerrero arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Knowledge  PDF
• 2021-12-12 Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations    Yordan Yordanov, Vid Kocijan, Thomas Lukasiewicz, Oana-Maria Camburu arXiv_CL arXiv_CL  Transfer_Learning  Few-Shot  Inference  PDF
• 2021-12-11 Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry    Karl Löwenmark, Cees Taal, Stephan Schnabel, Marcus Liwicki, Fredrik Sandin arXiv_AI arXiv_AI  Transfer_Learning  Weakly_Supervised  Optimization  Knowledge  Survey  PDF
• 2021-12-10 Analysis and Prediction of NLP Models Via Task Embeddings    Damien Sileo, Marie-Francine Moens arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Zero-Shot  Pose  Inference  Prediction  PDF
• 2021-12-10 Automated tabulation of clinical trial results: A joint entity and relation extraction approach with transformer-based language representations    Jetsun Whitton, Anthony Hunter arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Recognition  Review  Action  Relation  Relation_Extraction  PDF
• 2021-12-09 Transfer learning using deep neural networks for Ear Presentation Attack Detection: New Database for PAD    Jalil Nourmohammadi Khiarak arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Classification  Detection  PDF
• 2021-12-09 KartalOl: Transfer learning using deep neural network for iris segmentation and localization: New dataset for iris segmentation    Jalil Nourmohammadi Khiarak, Samaneh Salehi Nasab, Farhang Jaryani, Seyed Naeim Moafinejad, Rana Pourmohamad, Yasin Amini, Morteza Noshad arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Recognition  Pose  Detection  Object_Detection  PDF
• 2021-12-09 Domain Adaptation and Autoencoder Based Unsupervised Speech Enhancement    Yi Li, Yang Sun, Kirill Horoshenkov, Syed Mohsen Naqvi arXiv_SD arXiv_SD  Unsupervised  Transfer_Learning  Enhancement  Speech  Pose  PDF
• 2021-12-07 Multinational Address Parsing: A Zero-Shot Evaluation    Marouane Yassine, David Beauchemin, François Laviolette, Luc Lamontagne arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Knowledge  Adversarial  Pose  Deep_Learning  Attention  PDF
• 2021-12-07 ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images    Binh M. Le, Simon S. Woo arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Deep_Learning  Detection  Object_Detection  Attention  PDF
• 2021-12-06 Transfer learning to improve streamflow forecasts in data sparse regions    Roland Oruche, Lisa Egede, Tracy Baker, Fearghal O'Donncha arXiv_AI arXiv_AI  Transfer_Learning  Sparse  RNN  Knowledge  Pose  Prediction  PDF
• 2021-12-04 SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing    Yichun Shi, Xiao Yang, Yangyue Wan, Xiaohui Shen arXiv_CV arXiv_CV  Transfer_Learning  GAN  PDF
• 2021-12-04 Hyper-GAN: Transferring Unconditional to Conditional GANs with HyperNetworks    Héctor Laria, Yaxing Wang, Joost van de Weijer, Bogdan Raducanu arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Self-Supervised  Pose  GAN  PDF
• 2021-12-03 A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples    Sen Jia, Shuguo Jiang, Zhijie Lin, Nanying Li, Meng Xu, Shiqi Yu arXiv_AI arXiv_AI  Transfer_Learning  Review  Survey  Classification  Deep_Learning  Few-Shot  Image_Classification  PDF
• 2021-12-03 Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks    Peri Akiva, Matthew Purri, Matthew Leotta arXiv_AI arXiv_AI  Segmentation  Unsupervised  Transfer_Learning  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Face  Classification  Detection  PDF
• 2021-12-02 Transfer Learning in Conversational Analysis through Reusing Preprocessing Data as Supervisors    Joshua Yee Kim, Tongliang Liu, Kalina Yacef arXiv_CL arXiv_CL  Transfer_Learning  Action  PDF
• 2021-12-01 Subtask-dominated Transfer Learning for Long-tail Person Search    Chuang Liu, Hua Yang, Qin Zhou, Shibao Zheng arXiv_CV arXiv_CV  Person_Re-identification  Transfer_Learning  Pose  Classification  Detection  Re-identification  PDF
• 2021-12-01 Multi-Agent Transfer Learning in Reinforcement Learning-Based Ride-Sharing Systems    Alberto Castagna, Ivana Dusparic arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Knowledge  Action  PDF
• 2021-12-01 Wiki to Automotive: Understanding the Distribution Shift and its impact on Named Entity Recognition    Anmol Nayak, Hari Prasad Timmapathini arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Bert  Sparse  Language_Model  PDF
• 2021-11-30 Beyond Flatland: Pre-training with a Strong 3D Inductive Bias    Shubhaankar Gupta, Thomas P. O'Connell, Bernhard Egger arXiv_AI arXiv_AI  Transfer_Learning  3D  Pose  Deep_Learning  PDF
• 2021-11-30 MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning    Sara Atito, Muhammad Awais, Ammarah Farooq, Zhenhua Feng, Josef Kittler arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-11-30 MAPLE: Microprocessor A Priori for Latency Estimation    Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee arXiv_AI arXiv_AI  NAS  Transfer_Learning  Pose  Quantitative  PDF
• 2021-11-29 Deep Decomposition for Stochastic Normal-Abnormal Transport    Peirong Liu, Yueh Lee, Stephen Aylward, Marc Niethammer arXiv_CV arXiv_CV  Transfer_Learning  3D  Pose  Medical  Optical_Flow  PDF
• 2021-11-29 Speech Tasks Relevant to Sleepiness Determined with Deep Transfer Learning    Bang Tran, Youxiang Zhu, Xiaohui Liang, James W. Schwoebel, Lindsay A. Warrenburg arXiv_CL arXiv_CL  Transfer_Learning  Bert  Speech  Detection  Attention  PDF
• 2021-11-29 Buildings Classification using Very High Resolution Satellite Imagery    Mohammad Dimassi, Abed Ellatif Samhat, Mohammad Zaraket, Jamal Haidar, Mustafa Shukor, Ali J. Ghandour arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Classification  Deep_Learning  PDF
• 2021-11-29 Enhanced Transfer Learning Through Medical Imaging and Patient Demographic Data Fusion    Spencer A. Thomas arXiv_CV arXiv_CV  Transfer_Learning  Enhancement  Classification  Medical  PDF
• 2021-11-28 Transfer Learning with Jukebox for Music Source Separation    Wadhah Zai El Amri, Oliver Tautz, Helge Ritter, Andrew Melnik arXiv_SD arXiv_SD  Transfer_Learning  PDF
• 2021-11-28 Learning Physical Concepts in Cyber-Physical Systems: A Case Study    Henrik S. Steude, Alexander Windmann, Oliver Niggemann arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Pose  PDF
• 2021-11-27 On Learning Domain-Invariant Representations for Transfer Learning with Multiple Sources    Trung Phung, Trung Le, Long Vuong, Toan Tran, Anh Tran, Hung Bui, Dinh Phung arXiv_AI arXiv_AI  Transfer_Learning  PDF
• 2021-11-26 VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition    Changyao Tian, Wenhai Wang, Xizhou Zhu, Xiaogang Wang, Jifeng Dai, Yu Qiao arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Deep_Learning  PDF
• 2021-11-26 How Well Do Sparse Imagenet Models Transfer?    Eugenia Iofinova, Alexandra Peste, Mark Kurtz, Dan Alistarh arXiv_AI arXiv_AI  Transfer_Learning  Sparse  Regularization  CNN  Inference  PDF
• 2021-11-25 Few-Shot Real Image Restoration via Distortion-Relation Guided Transfer Learning    Xin Li, Xin Jin, Jun Fu, Xiaoyuan Yu, Bei Tong, Zhibo Chen arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Restoration  Knowledge  Knowledge_Graph  Pose  Relation  Few-Shot  PDF
• 2021-11-25 Transferability Metrics for Selecting Source Model Ensembles    Andrea Agostinelli, Jasper Uijlings, Thomas Mensink, Vittorio Ferrari arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  PDF
• 2021-11-25 Amortized Prompt: Lightweight Fine-Tuning for CLIP in Domain Generalization    Xin Zhang, Yusuke Iwasawa, Yutaka Matsuo, Shixiang Shane Gu arXiv_CV arXiv_CV  Transfer_Learning  Zero-Shot  Pose  Classification  Image_Classification  Inference  PDF
• 2021-11-24 Transferability Estimation using Bhattacharyya Class Separability    Michal Pándy, Andrea Agostinelli, Jasper Uijlings, Vittorio Ferrari, Thomas Mensink arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-11-24 Improving Customer Service Chatbots with Attention-based Transfer Learning    Jordan J. Bird arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Knowledge  Pose  Action  Attention  QA  PDF
• 2021-11-24 Ex-DoF: Expansion of Action Degree-of-Freedom with Virtual Camera Rotation for Omnidirectional Image    Kosuke Tahara, Noriaki Hirose (Toyota Central R&D Labs., Inc.) arXiv_RO arXiv_RO  Transfer_Learning  Pose  Action  PDF
• 2021-11-23 Multi-label Iterated Learning for Image Classification with Label Ambiguity    Sai Rajeswar, Pau Rodriguez, Soumye Singhal, David Vazquez, Aaron Courville arXiv_AI arXiv_AI  Transfer_Learning  Self-Supervised  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-11-23 Exploration of Dark Chemical Genomics Space via Portal Learning: Applied to Targeting the Undruggable Genome and COVID-19 Anti-Infective Polypharmacology    Tian Cai, Li Xie, Muge Chen, Yang Liu, Di He, Shuo Zhang, Cameron Mura, Philip E. Bourne, Lei Xie arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Pose  Face  Action  Deep_Learning  GAN  PDF
• 2021-11-23 CL-NERIL: A Cross-Lingual Model for NER in Indian Languages    Akshara Prabhakar, Gouri Sankar Majumder, Ashish Anand arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Zero-Shot  Pose  Prediction  PDF
• 2021-11-23 CytoImageNet: A large-scale pretraining dataset for bioimage transfer learning    Stanley Bryan Z. Hua, Alex X. Lu, Alan M. Moses arXiv_AI arXiv_AI  Transfer_Learning  Classification  PDF
• 2021-11-23 Semi-Supervised Learning with Taxonomic Labels    Jong-Chyi Su, Subhransu Maji arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  GAN  PDF
• 2021-11-22 Component Transfer Learning for Deep RL Based on Abstract Representations    Geoffrey van Driessel, Vincent Francois-Lavet arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Reinforcement_Learning  Optimization  Action  Matching  PDF
• 2021-11-22 Florence: A New Foundation Model for Computer Vision    Lu Yuan, Dongdong Chen, Yi-Ling Chen, Noel Codella, Xiyang Dai, Jianfeng Gao, Houdong Hu, Xuedong Huang, Boxin Li, Chunyuan Li, Ce Liu, Mengchen Liu, Zicheng Liu, Yumao Lu, Yu Shi, Lijuan Wang, Jianfeng Wang, Bin Xiao, Zhen Xiao, Jianwei Yang, Michael Zeng, Luowei Zhou, Pengchuan Zhang arXiv_AI arXiv_AI  Image_Caption  Transfer_Learning  Recognition  Zero-Shot  Pose  Action_Recognition  Action  Classification  Detection  VQA  Few-Shot  Object_Detection  Caption  QA  Video_Retrieval  PDF
• 2021-11-22 Benchmarking Detection Transfer Learning with Vision Transformers    Yanghao Li, Saining Xie, Xinlei Chen, Piotr Dollar, Kaiming He, Ross Girshick arXiv_CV arXiv_CV  Transformer  Unsupervised  Transfer_Learning  Self-Supervised  Detection  Object_Detection  PDF
• 2021-11-22 Transfer Learning with Gaussian Processes for Bayesian Optimization    Petru Tighineanu, Kathrin Skubch, Paul Baireuther, Attila Reiss, Felix Berkenkamp, Julia Vinogradska arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Pose  Relation  PDF
• 2021-11-22 ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning    Vamsi Aribandi, Yi Tay, Tal Schuster, Jinfeng Rao, Huaixiu Steven Zheng, Sanket Vaibhav Mehta, Honglei Zhuang, Vinh Q. Tran, Dara Bahri, Jianmo Ni, Jai Gupta, Kai Hui, Sebastian Ruder, Donald Metzler arXiv_CL arXiv_CL  Transfer_Learning  Self-Supervised  Pose  Denoising  QA  PDF
• 2021-11-22 Adaptive Transfer Learning: a simple but effective transfer learning    Jung H Lee, Henry J Kvinge, Scott Howland, Zachary New, John Buckheit, Lauren A. Phillips, Elliott Skomski, Jessica Hibler, Courtney D. Corley, Nathan O. Hodas arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Deep_Learning  Few-Shot  PDF
• 2021-11-20 Predicting High-Flow Nasal Cannula Failure in an ICU Using a Recurrent Neural Network with Transfer Learning and Input Data Perseveration: A Retrospective Analysis    George A. Pappy, Melissa D. Aczon, Randall C. Wetzel, David R. Ledbetter arXiv_AI arXiv_AI  Transfer_Learning  RNN  Prediction  PDF
• 2021-11-19 The Joy of Neural Painting    Ernesto Diaz-Aviles, Claudia Orellana-Rodriguez, Beth Jochim arXiv_AI arXiv_AI  Transfer_Learning  Pose  GAN  PDF
• 2021-11-19 An Analysis of the Influence of Transfer Learning When Measuring the Tortuosity of Blood Vessels    Matheus V. da Silva, Julie Ouellette, Baptiste Lacoste, Cesar H. Comin arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Pose  CNN  PDF
• 2021-11-19 Combined Scaling for Zero-shot Transfer Learning    Hieu Pham, Zihang Dai, Golnaz Ghiasi, Hanxiao Liu, Adams Wei Yu, Minh-Thang Luong, Mingxing Tan, Quoc V. Le arXiv_CV arXiv_CV  Transfer_Learning  Zero-Shot  Sketch  Pose  Contrastive_Learning  PDF
• 2021-11-19 Semi-supervised transfer learning for language expansion of end-to-end speech recognition models to low-resource languages    Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-11-19 Rethinking Query, Key, and Value Embedding in Vision Transformer under Tiny Model Constraints    Jaesin Ahn, Jiuk Hong, Jeongwoo Ju, Heechul Jung arXiv_CV arXiv_CV  Transformer  Embedding  Transfer_Learning  Knowledge  Pose  Classification  Attention  Image_Classification  PDF
• 2021-11-18 Improving Transferability of Representations via Augmentation-Aware Self-Supervision    Hankook Lee, Kibok Lee, Kimin Lee, Honglak Lee, Jinwoo Shin arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Represenation_Learning  Self-Supervised  PDF
• 2021-11-18 RoBERTuito: a pre-trained language model for social media text in Spanish    Juan Manuel Pérez, Damián A. Furman, Laura Alonso Alemany, Franco Luque arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Face  Medical  Language_Model  PDF
• 2021-11-17 Rethinking Drone-Based Search and Rescue with Aerial Person Detection    Pasi Pyrrö, Hassan Naseri, Alexander Jung arXiv_CV arXiv_CV  Transfer_Learning  Pose  Face  Deep_Learning  Detection  Object_Detection  Drone  PDF
• 2021-11-17 TorchGeo: deep learning with geospatial data    Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  PDF
• 2021-11-16 A Comparative Study on Transfer Learning and Distance Metrics in Semantic Clustering over the COVID-19 Tweets    Elnaz Zafarani-Moattar, Mohammad Reza Kangavari, Amir Masoud Rahmani arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Action  Detection  Language_Model  PDF
• 2021-11-16 Grounding Psychological Shape Space in Convolutional Neural Networks    Lucas Bechberger, Kai-Uwe Kühnberger arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Classification  CNN  PDF
• 2021-11-15 Joint Unsupervised and Supervised Training for Multilingual ASR    Junwen Bai, Bo Li, Yu Zhang, Ankur Bapna, Nikhil Siddhartha, Khe Chai Sim, Tara N. Sainath arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Recognition  RNN  Speech  Self-Supervised  Pose  Speech_Recognition  Language_Model  PDF
• 2021-11-15 Say What? Collaborative Pop Lyric Generation Using Multitask Transfer Learning    Naveen Ram, Tanay Gummadi, Rahul Bhethanabotla, Richard J. Savery, Gil Weinberg arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Matching  PDF
• 2021-11-15 Adding more data does not always help: A study in medical conversation summarization with PEGASUS    Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan arXiv_AI arXiv_AI  Transfer_Learning  Action  Classification  Summarization  Medical  PDF
• 2021-11-14 Improving Compound Activity Classification via Deep Transfer and Representation Learning    Vishal Dey, Raghu Machiraju, Xia Ning arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Classification  Relation  Activity  PDF
• 2021-11-12 Scalable Diverse Model Selection for Accessible Transfer Learning    Daniel Bolya, Rohit Mittapalli, Judy Hoffman arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  PDF
• 2021-11-11 Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach    Yizhi Liu, Fang Yu Lin, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Knowledge  Pose  Action  Deep_Learning  CNN  Prediction  PDF
• 2021-11-10 A Two-Stage Approach towards Generalization in Knowledge Base Question Answering    Srinivas Ravishankar, June Thai, Ibrahim Abdelaziz, Nandana Mihidukulasooriya, Tahira Naseem, Pavan Kapanipathi, Gaetano Rossilleo, Achille Fokoue arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Knowledge_Graph  Action  QA  PDF
• 2021-11-10 Prune Once for All: Sparse Pre-Trained Language Models    Ofir Zafrir, Ariel Larey, Guy Boudoukh, Haihao Shen, Moshe Wasserblat arXiv_AI arXiv_AI  Transformer  Quantization  Transfer_Learning  Bert  Sparse  Knowledge  Pose  Language_Model  PDF
• 2021-11-09 Learning to Generalize Compositionally by Transferring Across Semantic Parsing Tasks    Wang Zhu, Peter Shaw, Tal Linzen, Fei Sha arXiv_CL arXiv_CL  Transfer_Learning  Pose  PDF
• 2021-11-08 TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data    Wasu Piriyakulkij, Cristina Menghini, Ross Briden, Nihal V. Nayak, Jeffrey Zhu, Elaheh Raisi, Stephen H. Bach arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Knowledge_Graph  Classification  GAN  Image_Classification  PDF
• 2021-11-08 Reinforcement Learning for Mixed Autonomy Intersections    Zhongxia Yan, Cathy Wu arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  PDF
• 2021-11-08 Improved Regularization and Robustness for Fine-tuning in Neural Networks    Dongyue Li, Hongyang R. Zhang arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-11-07 Speaker Generation    Daisy Stanton, Matt Shannon, Soroosh Mariooryad, RJ Skerry-Ryan, Eric Battenberg, Tom Bagby, David Kao arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Speech  Pose  Attention  PDF
• 2021-11-07 Open-Set Crowdsourcing using Multiple-Source Transfer Learning    Guangyang Han, Guoxian Yu, Lei Liu, Lizhen Cui, Carlotta Domeniconi, Xiangliang Zhang arXiv_AI arXiv_AI  Transfer_Learning  Pose  Relation  Inference  PDF
• 2021-11-06 Convolutional Gated MLP: Combining Convolutions & gMLP    A.Rajagopal, V. Nirmala arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Knowledge  Pose  Deep_Learning  Attention  CNN  PDF
• 2021-11-06 Action Recognition using Transfer Learning and Majority Voting for CSGO    Tasnim Sakib Apon, Abrar Islam, MD. Golam Rabiul Alam arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Action_Recognition  Action  Prediction  PDF
• 2021-11-05 Sexism Identification in Tweets and Gabs using Deep Neural Networks    Amikul Kalra, Arkaitz Zubiaga arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  RNN  Speech  Classification  CNN  PDF
• 2021-11-05 Disengagement Cause-and-Effect Relationships Extraction Using an NLP Pipeline    Yangtao Zhang, X. Jessie Yang, Feng Zhou arXiv_CL arXiv_CL  Transfer_Learning  Action  Relation  Autonomous  PDF
• 2021-11-04 Successor Feature Neural Episodic Control    David Emukpere, Xavier Alameda-Pineda, Chris Reinke arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  GAN  PDF
• 2021-11-04 MT3: Multi-Task Multitrack Music Transcription    Josh Gardner, Ian Simon, Ethan Manilow, Curtis Hawthorne, Jesse Engel arXiv_SD arXiv_SD  Transformer  Transfer_Learning  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-11-04 Generalized Radiograph Representation Learning via Cross-supervision between Images and Free-text Radiology Reports    Hong-Yu Zhou, Xiaoyu Chen, Yinghao Zhang, Ruibang Luo, Liansheng Wang, Yizhou Yu arXiv_CV arXiv_CV  Image_Caption  Transformer  Transfer_Learning  Represenation_Learning  Review  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-11-03 Skin Cancer Classification using Inception Network and Transfer Learning    Priscilla Benedetti, Damiano Perri, Marco Simonetti, Osvaldo Gervasi, Gianluca Reali, Mauro Femminella arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Medical  CNN  PDF
• 2021-11-02 Predicting the Location of Bicycle-sharing Stations using OpenStreetMap Data    Kamil Raczycki arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Pose  PDF
• 2021-11-02 Detection of Hate Speech using BERT and Hate Speech Word Embedding with Deep Model    Hind Saleh, Areej Alhothali, Kawthar Moria arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  RNN  Speech  Classification  Detection  Language_Model  PDF
• 2021-11-02 Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks    Aakanksha Naik, Jill Lehman, Carolyn Rose arXiv_CL arXiv_CL  Transfer_Learning  PDF
• 2021-11-01 Transfer Learning Approach to Bicycle-sharing Systems' Station Location Planning using OpenStreetMap Data    Kamil Raczycki, Piotr Szymański arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Optimization  Pose  Face  Survey  PDF
• 2021-11-01 A transfer learning based approach for pronunciation scoring    Marcelo Sancinetti, Jazmin Vidal, Cyntia Bonomi, Luciana Ferrer arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Face  Speech_Recognition  PDF
• 2021-10-31 FinEAS: Financial Embedding Analysis of Sentiment    Asier Gutiérrez-Fandiño, Miquel Noguer i Alonso, Petter Kolm, Jordi Armengol-Estapé arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Bert  Text_Classification  RNN  Pose  Classification  Sentiment  Language_Model  PDF
• 2021-10-29 A deep convolutional neural network for classification of Aedes albopictus mosquitoes    Gereziher Adhane, Mohammad Mahdi Dehshibi, David Masip arXiv_CV arXiv_CV  Tracking  Transfer_Learning  Classification  CNN  PDF
• 2021-10-29 Xi-Learning: Successor Feature Transfer Learning for General Reward Functions    Chris Reinke, Xavier Alameda-Pineda arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Knowledge  Pose  PDF
• 2021-10-29 AI-Powered Semantic Segmentation and Fluid Volume Calculation of Lung CT images in Covid-19 Patients    Sabeerali K.P, Saleena T.S, Dr.Muhamed Ilyas P, Dr. Neha Mohan arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  PDF
• 2021-10-29 Domain Agnostic Few-Shot Learning For Document Intelligence    Jaya Krishna Mandivarapu, Eric bunch, Glenn fung arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-10-28 Generating Table Vector Representations    Aneta Koleva, Martin Ringsquandl, Mitchell Joblin, Volker Tresp arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Knowledge_Graph  Pose  Classification  PDF
• 2021-10-27 Transfer learning with causal counterfactual reasoning in Decision Transformers    Ayman Boustati, Hana Chockler, Daniel C. McNamee arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Reinforcement_Learning  Knowledge  PDF
• 2021-10-27 Emoji-aware Co-attention Network with EmoGraph2vec Model for Sentiment Anaylsis    Xiaowei Yuan, Jingyuan Hu, Xiaodan Zhang, Honglei Lv, Hao Liu arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Represenation_Learning  Knowledge  Pose  Emotion  Action  Sentiment  Attention  CNN  PDF
• 2021-10-26 Deep Integrated Pipeline of Segmentation Leading to Classification for Automated Detection of Breast Cancer from Breast Ultrasound Images    Muhammad Sakib Khan Inan, Fahim Irfan Alam, Rizwan Hasan arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Action  Classification  Detection  Medical  PDF
• 2021-10-26 YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs    Prakhar Ganesh, Yao Chen, Yin Yang, Deming Chen, Marianne Winslett arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  Detection  Object_Detection  PDF
• 2021-10-26 BioIE: Biomedical Information Extraction with Multi-head Attention Enhanced Graph Convolutional Network    Jialun Wu, Yang Liu, Zeyu Gao, Tieliang Gong, Chunbao Wang, Chen Li arXiv_AI arXiv_AI  Surveillance  Transfer_Learning  Knowledge  Knowledge_Graph  Pose  Action  Relation  Attention  Medical  CNN  PDF
• 2021-10-26 AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain    Jimin Hong, Taehee Kim, Hyesu Lim, Jaegul Choo arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Regularization  Knowledge  Review  Pose  Medical  Language_Model  PDF
• 2021-10-26 Transferring Domain-Agnostic Knowledge in Video Question Answering    Tianran Wu, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima, Haruo Takemura arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  QA  PDF
• 2021-10-25 Latent-Insensitive Autoencoders for Anomaly Detection and Class-Incremental Learning    Muhammad S. Battikh, Artem A. Lenskiy arXiv_CV arXiv_CV  Reconstruction  Transfer_Learning  Quantitative  Detection  PDF
• 2021-10-25 Automatic segmentation of novel coronavirus pneumonia lesions in CT images utilizing deep-supervised ensemble learning network    Yuanyuan Peng, Zixu Zhang, Hongbin Tu, Xiong Li arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Pose  Quantitative  Deep_Learning  PDF
• 2021-10-25 Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks    Seungbum Hong, Jihun Yoon, Junmo Kim, Min-Kook Choi arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Self-Supervised  Pose  CNN  PDF
• 2021-10-25 Age and Gender Prediction using Deep CNNs and Transfer Learning    Vikas Sheoran, Shreyansh Joshi, Tanisha R. Bhayani arXiv_CV arXiv_CV  Transfer_Learning  Face  Action  Classification  CNN  Prediction  PDF
• 2021-10-23 Benchmarking of Lightweight Deep Learning Architectures for Skin Cancer Classification using ISIC 2017 Dataset    Abdurrahim Yilmaz, Mucahit Kalebasi, Yegor Samoylenko, Mehmet Erhan Guvenilir, Huseyin Uvet arXiv_CV arXiv_CV  NAS  Transfer_Learning  Classification  Deep_Learning  GAN  PDF
• 2021-10-23 Parametric Variational Linear Units in Deep Convolutional Networks    Aarush Gupta, Shikhar Ahuja arXiv_CV arXiv_CV  Transfer_Learning  Pose  CNN  PDF
• 2021-10-23 Group-disentangled Representation Learning with Weakly-Supervised Regularization    Linh Tran, Amir Hosein Khasahmadi, Aditya Sanghi, Saeid Asgari arXiv_CV arXiv_CV  Reconstruction  Transfer_Learning  3D  Represenation_Learning  Regularization  Pose  Classification  PDF
• 2021-10-22 Logical Activation Functions: Logit-space equivalents of Boolean Operators    Scott C. Lowe, Robert Earle, Jason d'Eon, Thomas Trappenberg, Sageev Oore arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Classification  Image_Classification  PDF
• 2021-10-22 Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity    Bernd Gruner, Matthias Körschens, Björn Barz, Joachim Denzler arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Recognition  PDF
• 2021-10-22 Multimodal-Boost: Multimodal Medical Image Super-Resolution using Multi-Attention Network with Wavelet Transform    Farah Deeba, Fayaz Ali Dharejo, Muhammad Zawish, Yuanchun Zhou, Kapal Dev, Sunder Ali Khowaja, Nawab Muhammad Faseeh Qureshi arXiv_CV arXiv_CV  Transfer_Learning  Super_Resolution  Adversarial  Pose  Deep_Learning  Attention  GAN  Medical  CNN  PDF
• 2021-10-21 StyleAlign: Analysis and Applications of Aligned StyleGAN Models    Zongze Wu, Yotam Nitzan, Eli Shechtman, Dani Lischinski arXiv_CV arXiv_CV  Transfer_Learning  Zero-Shot  Face  Quantitative  GAN  PDF
• 2021-10-21 CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP    Andreas Fürst, Elisabeth Rumetshofer, Viet Tran, Hubert Ramsauer, Fei Tang, Johannes Lehner, David Kreil, Michael Kopp, Günter Klambauer, Angela Bitto-Nemling, Sepp Hochreiter arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Zero-Shot  Self-Supervised  Contrastive_Learning  Relation  Caption  PDF
• 2021-10-20 Text-Based Person Search with Limited Data    Xiao Han, Sen He, Li Zhang, Tao Xiang arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Contrastive_Learning  PDF
• 2021-10-20 Knowledge-Guided Multiview Deep Curriculum Learning for Elbow Fracture Classification    Jun Luo, Gene Kitamura, Dooman Arefan, Emine Doganay, Ashok Panigrahy, Shandong Wu arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Quantitative  Classification  Deep_Learning  Medical  PDF
• 2021-10-20 Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction    Shubhanshu Mishra, Aria Haghighi arXiv_CL arXiv_CL  Transfer_Learning  Bert  Sentiment_Classification  Zero-Shot  Classification  Sentiment  Language_Model  Prediction  PDF
• 2021-10-19 Learning Rich Nearest Neighbor Representations from Self-supervised Ensembles    Bram Wallace, Devansh Arpit, Huan Wang, Caiming Xiong arXiv_CV arXiv_CV  Transfer_Learning  Gradient_Descent  Self-Supervised  CNN  Inference  PDF
• 2021-10-19 Test time Adaptation through Perturbation Robustness    Prabhu Teja Sivaprasad, François Fleuret arXiv_CV arXiv_CV  Transfer_Learning  Pose  Inference  Prediction  PDF
• 2021-10-19 CIPS-3D: A 3D-Aware Generator of GANs Based on Conditionally-Independent Pixel Synthesis    Peng Zhou, Lingxi Xie, Bingbing Ni, Qi Tian arXiv_CV arXiv_CV  Transfer_Learning  3D  Pose  Face  GAN  PDF
• 2021-10-18 Distinguishing Natural and Computer-Generated Images using Multi-Colorspace fused EfficientNet    Manjary P Gangan, Anoop K, Lajish V L arXiv_CV arXiv_CV  Transfer_Learning  Salient  Knowledge  Pose  Classification  GAN  PDF
• 2021-10-18 Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning    Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Shahrukh Hashmi, Abdel Hakim Taguri, Naoufel Werghi arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Classification  Deep_Learning  Relation  Few-Shot  Autonomous  Inference  PDF
• 2021-10-18 Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research    Ross Gruetzemacher, David Paradice arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Review  Face  Language_Model  PDF
• 2021-10-17 Classical-to-Quantum Transfer Learning for Spoken Command Recognition Based on Quantum Neural Networks    Jun Qi, Javier Tejedor arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Speech  Pose  CNN  PDF
• 2021-10-16 An Acceleration Method Based on Deep Learning and Multilinear Feature Space    Michel Vinagreiro Edson Kitani Armando Lagana Leopoldo Yoshioka arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Classification  Deep_Learning  CNN  PDF
• 2021-10-16 Streaming Decision Trees and Forests    Haoyin Xu, Jayanta Dey, Sambit Panda, Joshua T. Vogelstein arXiv_AI arXiv_AI  Transfer_Learning  Classification  Medical  PDF
• 2021-10-16 Learning Cooperation and Online Planning Through Simulation and Graph Convolutional Network    Rafid Ameer Mahmud, Fahim Faisal, Saaduddin Mahmud, Md. Mosaddek Khan arXiv_AI arXiv_AI  Transfer_Learning  Action  CNN  PDF
• 2021-10-15 Automatic Detection of COVID-19 and Pneumonia from Chest X-Ray using Deep Learning    Sarath Pathari arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Detection  CNN  PDF
• 2021-10-15 SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer    Tu Vu, Brian Lester, Noah Constant, Rami Al-Rfou, Daniel Cer arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Pose  Language_Model  PDF
• 2021-10-14 Composable Sparse Fine-Tuning for Cross-Lingual Transfer    Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulić arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Sparse  Knowledge  Pose  Face  Inference  Language_Model  PDF
• 2021-10-14 Self-Supervised Learning by Estimating Twin Class Distributions    Feng Wang, Tao Kong, Rufeng Zhang, Huaping Liu, Hang Li arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Represenation_Learning  Self-Supervised  Classification  Detection  Prediction  PDF
• 2021-10-14 Multi-center, multi-vendor automated segmentation of left ventricular anatomy in contrast-enhanced MRI    Carla Sendra-Balcells, Víctor M. Campello, Carlos Martín-Isla, David Vilades Medel, Martín Luís Descalzo, Andrea Guala, José F. Rodríguez Palomares, Karim Lekadir arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Pose  PDF
• 2021-10-14 A Comprehensive Study on Torchvision Pre-trained Models for Fine-grained Inter-species Classification    Feras Albardi, H M Dipu Kabir, Md Mahbub Islam Bhuiyan, Parham M. Kebria, Abbas Khosravi, Saeid Nahavandi arXiv_CV arXiv_CV  Transfer_Learning  Classification  PDF
• 2021-10-13 MedNet: Pre-trained Convolutional Neural Network Model for the Medical Imaging Tasks    Laith Alzubaidi, J. Santamaría, Mohamed Manoufali, Beadaa Mohammed, Mohammed A. Fadhel, Jinglan Zhang, Ali H.Al-Timemy, Omran Al-Shamma, Ye Duan arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Classification  Deep_Learning  Medical  CNN  PDF
• 2021-10-13 Winning the ICCV'2021 VALUE Challenge: Task-aware Ensemble and Transfer Learning with Visual Concepts    Minchul Shin, Jonghwan Mun, Kyoung-Woon On, Woo-Young Kang, Gunsoo Han, Eun-Sol Kim arXiv_CV arXiv_CV  Transfer_Learning  Optimization  Represenation_Learning  Caption  QA  PDF
• 2021-10-12 Sm{aa}prat: DialoGPT for Natural Language Generation of Swedish Dialogue by Transfer Learning    Tosin Adewumi, Nosheen Abid, Maryam Pahlavan, Rickard Brännvall, Sana Sabah Sabry, Foteini Liwicki, Marcus Liwicki arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Face  Survey  Language_Model  QA  PDF
• 2021-10-12 Deep Learning for Bias Detection: From Inception to Deployment    Md Abul Bashar, Richi Nayak, Anjor Kothare, Vishal Sharma, Kesavan Kandadai arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  Detection  Language_Model  PDF
• 2021-10-12 Adapting TTS models For New Speakers using Transfer Learning    Paarth Neekhara, Jason Li, Boris Ginsburg arXiv_CL arXiv_CL  Transfer_Learning  Speech  PDF
• 2021-10-12 Detecting Damage Building Using Real-time Crowdsourced Images and Transfer Learning    Gaurav Chachra, Qingkai Kong, Jim Huang, Srujay Korlakunta, Jennifer Grannen, Alexander Robson, Richard Allen arXiv_CV arXiv_CV  Transfer_Learning  Deep_Learning  PDF
• 2021-10-11 Artificial Intelligence in Electric Machine Drives: Advances and Trends    Shen Zhang arXiv_AI arXiv_AI  Transfer_Learning  Review  Deep_Learning  PDF
• 2021-10-11 Investigating Transfer Learning Capabilities of Vision Transformers and CNNs by Fine-Tuning a Single Trainable Block    Durvesh Malpure, Onkar Litake, Rajesh Ingle arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Classification  CNN  PDF
• 2021-10-11 Performance Evaluation of Deep Transfer Learning on Multiclass Identification of Common Weed Species in Cotton Production Systems    Dong Chen, Yuzhen Lu, Zhaojiang Li, Sierra Young arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  PDF
• 2021-10-10 Hard instance learning for quantum adiabatic prime factorization    Jian Lin, Zhengfeng Zhang, Junping Zhang, Xiaopeng Li arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  PDF
• 2021-10-10 Unsupervised High-Fidelity Facial Texture Generation and Reconstruction    Ron Slossberg, Ibrahim Jubran, Ron Kimmel arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Transfer_Learning  3D  Knowledge  Pose  Quantitative  Attention  GAN  PDF
• 2021-10-09 Vector-quantized Image Modeling with Improved VQGAN    Jiahui Yu, Xin Li, Jing Yu Koh, Han Zhang, Ruoming Pang, James Qin, Alexander Ku, Yuanzhong Xu, Jason Baldridge, Yonghui Wu arXiv_CV arXiv_CV  Transformer  Reconstruction  Unsupervised  Transfer_Learning  Zero-Shot  Represenation_Learning  Pose  Few-Shot  GAN  Language_Model  Prediction  PDF
• 2021-10-08 Towards a Unified View of Parameter-Efficient Transfer Learning    Junxian He, Chunting Zhou, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig arXiv_CL arXiv_CL  Transfer_Learning  Text_Classification  Pose  Classification  Summarization  Language_Model  PDF
• 2021-10-08 VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization?    Hieu Nguyen, Long Phan, James Anibal, Alec Peltekian, Hieu Tran arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Self-Supervised  Summarization  Text_Generation  PDF
• 2021-10-08 Combining Image Features and Patient Metadata to Enhance Transfer Learning    Spencer A. Thomas arXiv_CV arXiv_CV  Transfer_Learning  Enhancement  Classification  PDF
• 2021-10-08 A Study of Low-Resource Speech Commands Recognition based on Adversarial Reprogramming    Hao Yen, Pin-Jui Ku, Chao-Han Huck Yang, Hu Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, Yu Tsao arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Adversarial  Speech  Pose  PDF
• 2021-10-07 Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0    Sameer Khurana, Antoine Laurent, James Glass arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Pose  Few-Shot  Speech_Recognition  PDF
• 2021-10-06 LIDSNet: A Lightweight on-device Intent Detection model using Deep Siamese Network    Vibhav Agarwal, Sudeep Deepak Shivnikar, Sourav Ghosh, Himanshu Arora, Yashwant Saini arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Pose  Detection  Inference  PDF
• 2021-10-06 WHO-Hand Hygiene Gesture Classification System    Rashmi Bakshi arXiv_CV arXiv_CV  Transfer_Learning  Gesture  Classification  GAN  Prediction  PDF
• 2021-10-06 Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Image    Danilo Avola, Andrea Bacciu, Luigi Cinque, Alessio Fagioli, Marco Raoul Marini, Riccardo Taiello arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  PDF
• 2021-10-06 On The Transferability of Deep-Q Networks    Matthia Sabatelli, Pierre Geurts arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  PDF
• 2021-10-06 Deep Transfer Learning for Land Use Land Cover Classification: A Comparative Study    Raoof Naushad, Tarunpreet Kaur arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  Classification  Deep_Learning  Image_Classification  PDF
• 2021-10-06 A Review of Computer Vision Technologies for Fish Tracking    Zhenbo Li, Weiran Li, Fei Li arXiv_CV arXiv_CV  Tracking  Transfer_Learning  Review  Deep_Learning  Detection  PDF
• 2021-10-06 BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models    Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan arXiv_AI arXiv_AI  Transfer_Learning  Pose  Language_Model  Prediction  PDF
• 2021-10-06 PoNet: Pooling Network for Efficient Token Mixing in Long Sequences    Chao-Hong Tan, Qian Chen, Wen Wang, Qinglin Zhang, Siqi Zheng, Zhen-Hua Ling arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Bert  Sparse  Speech  Pose  Action  Attention  PDF
• 2021-10-05 Voice Aging with Audio-Visual Style Transfer    Justin Wilson, Sunyeong Park, Seunghye J. Wilson, Ming C. Lin arXiv_CL arXiv_CL  Transfer_Learning  Style_Transfer  Adversarial  Face  Classification  GAN  CNN  PDF
• 2021-10-05 Transfer Learning U-Net Deep Learning for Lung Ultrasound Segmentation    Dorothy Cheng, Edmund Y. Lam arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Salient  Deep_Learning  Medical  CNN  Prediction  PDF
• 2021-10-05 Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation    Devavrat Tomar, Behzad Bozorgtabar, Manana Lortkipanidze, Guillaume Vray, Mohammad Saeed Rad, Jean-Philippe Thiran arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Style_Transfer  Self-Supervised  Pose  Medical  Inference  PDF
• 2021-10-05 Deep reinforcement learning for guidewire navigation in coronary artery phantom    Jihoon Kweon, Kyunghwan Kim, Chaehyuk Lee, Hwi Kwon, Jinwoo Park, Kyoseok Song, Young In Kim, Jeeone Park, Inwook Back, Jae-Hyung Roh, Youngjin Moon, Jaesoon Choi, Young-Hak Kim arXiv_CV arXiv_CV  Transfer_Learning  Reinforcement_Learning  Sparse  Autonomous  PDF
• 2021-10-05 Hybrid Classical-Quantum method for Diabetic Foot Ulcer Classification    Azadeh Alavi, Hossein Akhoundi arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  PDF
• 2021-10-05 Deep Subspace analysing for Semi-Supervised multi-label classification of Diabetic Foot Ulcer    Azadeh Alavi arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  Classification  CNN  PDF
• 2021-10-03 Attention module improves both performance and interpretability of 4D fMRI decoding neural network    Zhoufan Jiang, Yanming Wang, ChenWei Shi, Yueyang Wu, Rongjie Hu, Shishuo Chen, Sheng Hu, Xiaoxiao Wang, Bensheng Qiu arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  Attention  PDF
• 2021-10-01 Speech Technology for Everyone: Automatic Speech Recognition for Non-Native English with Transfer Learning    Toshiko Shibano (1), Xinyi Zhang (1), Mia Taige Li (1), Haejin Cho (1), Peter Sullivan (1), Muhammad Abdul-Mageed (1) ((1) University of British Columbia) arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Zero-Shot  Speech  Speech_Recognition  Language_Model  PDF
• 2021-10-01 Breast Cancer Diagnosis in Two-View Mammography Using End-to-End Trained EfficientNet-Based Convolutional Network    Daniel G.P. Petrini, Carlos Shimizu, Rosimeire A. Roela, Gabriel V. Valente, Maria A.A.K. Folgueira, Hae Yong Kim arXiv_CV arXiv_CV  Transfer_Learning  Pose  CNN  PDF
• 2021-10-01 CCS-GAN: COVID-19 CT-scan classification with very few positive training images    Sumeet Menon, Jayalakshmi Mangalagiri, Josh Galita, Michael Morris, Babak Saboury, Yaacov Yesha, Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Style_Transfer  Knowledge  Adversarial  Pose  Classification  Deep_Learning  GAN  PDF
• 2021-09-30 Multi-granular Legal Topic Classification on Greek Legislation    Christos Papaloukas, Ilias Chalkidis, Konstantinos Athinaios, Despina-Athanasia Pantazi, Manolis Koubarakis arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Text_Classification  RNN  Knowledge  Classification  PDF
• 2021-09-30 Transferability Estimation for Semantic Segmentation Task    Yang Tan, Yang Li, Shao-Lun Huang arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Classification  Medical  Image_Classification  Autonomous  PDF
• 2021-09-30 A Prior Knowledge Based Tumor and Tumoral Subregion Segmentation Tool for Pediatric Brain Tumors    Silu Zhang, Angela Edwards, Shubo Wang, Zoltan Patay, Asim Bag, Matthew A. Scoggins arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Knowledge  Pose  Deep_Learning  Attention  PDF
• 2021-09-29 MetaHistoSeg: A Python Framework for Meta Learning in Histopathology Image Segmentation    Zheng Yuan, Andre Esteva, Ran Xu arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Deep_Learning  Few-Shot  PDF
• 2021-09-28 How Different Text-preprocessing Techniques Using The BERT Model Affect The Gender Profiling of Authors    Esam Alzahrani, Leon Jololian arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Review  Pose  Face  PDF
• 2021-09-28 Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking    Nikita Moghe, Mark Steedman, Alexandra Birch arXiv_CL arXiv_CL  Tracking  Transfer_Learning  Zero-Shot  PDF
• 2021-09-28 Transfer Learning based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis    Arun K. Sharma, Nishchal K. Verma arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Pose  Classification  PDF
• 2021-09-27 PASS: An ImageNet replacement for self-supervised pretraining without humans    Yuki M. Asano, Christian Rupprecht, Andrew Zisserman, Andrea Vedaldi arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Pose_Estimation  Self-Supervised  Pose  PDF
• 2021-09-27 Rumour Detection via Zero-shot Cross-lingual Transfer Learning    Lin Tian, Xiuzhen Zhang, Jey Han Lau arXiv_CL arXiv_CL  Transfer_Learning  Bert  Zero-Shot  Pose  Detection  Language_Model  PDF
• 2021-09-27 Bayesian Transfer Learning: An Overview of Probabilistic Graphical Models for Transfer Learning    Junyu Xuan, Jie Lu, Guangquan Zhang arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  PDF
• 2021-09-24 Few-shot Learning Based on Multi-stage Transfer and Class-Balanced Loss for Diabetic Retinopathy Grading    Lei Shi, Junxing Zhang arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Few-Shot  Image_Classification  PDF
• 2021-09-23 Simple and Effective Zero-shot Cross-lingual Phoneme Recognition    Qiantong Xu, Alexei Baevski, Michael Auli arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Recognition  Zero-Shot  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-09-20 Background-Foreground Segmentation for Interior Sensing in Automotive Industry    Claudia Drygala, Matthias Rottmann, Hanno Gottschalk, Klaus Friedrichs, Thomas Kurbiel arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Knowledge  Review  Classification  Deep_Learning  Detection  PDF
• 2021-09-19 A Conformal Mapping-based Framework for Robot-to-Robot and Sim-to-Real Transfer Learning    Shijie Gao, Nicola Bezzo arXiv_RO arXiv_RO  Transfer_Learning  Knowledge  Pose  PDF
• 2021-09-19 A Study of the Generalizability of Self-Supervised Representations    Atharva Tendle, Mohammad Rashedul Hasan arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Classification  Deep_Learning  CNN  Prediction  PDF
• 2021-09-19 Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning    Yuanzhi Chen, Mohammad Rashedul Hasan arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Deep_Learning  CNN  PDF
• 2021-09-18 Augmenting semantic lexicons using word embeddings and transfer learning    Thayer Alshaabi, Colin Van Oort, Mikaela Fudolig, Michael V. Arnold, Christopher M. Danforth, Peter Sheridan Dodds arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Review  Pose  Action  Sentiment  Language_Model  Recommendation  PDF
• 2021-09-18 Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals    Xiang Lan, Dianwen Ng, Shenda Hong, Mengling Feng arXiv_AI arXiv_AI  Transfer_Learning  RNN  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Attention  Medical  PDF
• 2021-09-17 Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text Classification    Alejandro Moreo, Andrea Pedrotti, Fabrizio Sebastiani arXiv_CL arXiv_CL  Embedding  Unsupervised  Transfer_Learning  Bert  Text_Classification  Pose  Classification  Relation  PDF
• 2021-09-17 Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting    Lukas Lange, Heike Adel, Jannik Strötgen arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Action  Classification  PDF
• 2021-09-16 A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer    Shiyu Fan, Runhai Xu, Zhaohang Yan arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Classification  Medical  QA  PDF
• 2021-09-15 DeFungi: Direct Mycological Examination of Microscopic Fungi Images    Camilo Javier Pineda Sopo, Farshid Hajati, Soheila Gheisari arXiv_CV arXiv_CV  Transfer_Learning  Face  Classification  Deep_Learning  CNN  PDF
• 2021-09-15 Enhancing Clinical Information Extraction with Transferred Contextual Embeddings    Zimin Wan, Chenchen Xu, Hanna Suominen arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Bert  Action  Deep_Learning  Medical  PDF
• 2021-09-15 Seeking an Optimal Approach for Computer-Aided Pulmonary Embolism Detection    Nahid Ul Islam, Shiv Gehlot, Zongwei Zhou, Michael B Gotway, Jianming Liang arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Self-Supervised  Classification  Deep_Learning  Detection  CNN  PDF
• 2021-09-14 Multi-Scale Input Strategies for Medulloblastoma Tumor Classification using Deep Transfer Learning    Marcel Bengs, Satish Pant, Michael Bockmayr, Ulrich Schüller, Alexander Schlaefer arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  CNN  PDF
• 2021-09-13 Joint prediction of truecasing and punctuation for conversational speech in low-resource scenarios    Raghavendra Pappagari, Piotr Żelasko, Agnieszka Mikołajczyk, Piotr Pęzik, Najim Dehak arXiv_CL arXiv_CL  Transfer_Learning  Speech  Pose  Relation  Prediction  PDF
• 2021-09-13 Traffic Event Detection as a Slot Filling Problem    Xiangyu Yang, Giannis Bekoulis, Nikos Deligiannis arXiv_CL arXiv_CL  Transfer_Learning  Bert  Text_Classification  Pose  Classification  Detection  PDF
• 2021-09-12 Levenshtein Training for Word-level Quality Estimation    Shuoyang Ding, Marcin Junczys-Dowmunt, Matt Post, Philipp Koehn arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Pose  Inference  PDF
• 2021-09-12 Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition    Zeyu Fu, Jianbo Jiao, Michael Suttie, J. Alison Noble arXiv_CV arXiv_CV  Transfer_Learning  Facial_Landmark  Recognition  Optimization  Regularization  Knowledge  Pose  Classification  Deep_Learning  Detection  Attention  Matching  PDF
• 2021-09-10 Medulloblastoma Tumor Classification using Deep Transfer Learning with Multi-Scale EfficientNets    Marcel Bengs, Michael Bockmayr, Ulrich Schüller, Alexander Schlaefer arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  CNN  Matching  PDF
• 2021-09-10 Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model    Kuntal Kumar Pal, Chitta Baral arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Language_Model  Prediction  PDF
• 2021-09-10 Zero-Shot Dialogue State Tracking via Cross-Task Transfer    Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Eunjoon Cho, Rajen Subba, Pascale Fung arXiv_CL arXiv_CL  Transformer  Tracking  Transfer_Learning  Zero-Shot  Knowledge  Pose  Few-Shot  QA  PDF
• 2021-09-09 Leveraging Local Domains for Image-to-Image Translation    Anthony Dell'Eva, Fabio Pizzati, Massimo Bertozzi, Raoul de Charette arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  GAN  PDF
• 2021-09-09 DeepEMO: Deep Learning for Speech Emotion Recognition    Enkhtogtokh Togootogtokh, Christian Klasen arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Pose  Emotion  Deep_Learning  Speech_Recognition  PDF
• 2021-09-08 A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings    Iker García-Ferrero, Rodrigo Agerri, German Rigau arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Knowledge  PDF
• 2021-09-08 Identification of Social-Media Platform of Videos through the Use of Shared Features    Luca Maiano, Irene Amerini, Lorenzo Ricciardi Celsi, Aris Anagnostopoulos arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  GAN  PDF
• 2021-09-08 Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of Marathi    Saurabh Gaikwad, Tharindu Ranasinghe, Marcos Zampieri, Christopher M. Homan arXiv_AI arXiv_AI  Transformer  Transfer_Learning  PDF
• 2021-09-07 Naturalness Evaluation of Natural Language Generation in Task-oriented Dialogues using BERT    Ye Liu, Wolfgang Maier, Wolfgang Minker, Stefan Ultes arXiv_CL arXiv_CL  Transfer_Learning  Bert  RNN  Knowledge  Pose  PDF
• 2021-09-07 FDA: Feature Decomposition and Aggregation for Robust Airway Segmentation    Minghui Zhang, Xin Yu, Hanxiao Zhang, Hao Zheng, Weihao Yu, Hong Pan, Xiangran Cai, Yun Gu arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  3D  Pose  Attention  CNN  PDF
• 2021-09-07 IndicBART: A Pre-trained Model for Natural Language Generation of Indic Languages    Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra, Pratyush Kumar arXiv_AI arXiv_AI  Transfer_Learning  NMT  Summarization  PDF
• 2021-09-06 Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyond    Moacir Antonelli Ponti, Fernando Pereira dos Santos, Leo Sampaio Ferraz Ribeiro, Gabriel Biscaro Cavallari arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Optimization  Self-Supervised  CNN  PDF
• 2021-09-06 GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain    Milad Moradi, Kathrin Blagec, Florian Haberl, Matthias Samwald arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Bert  Knowledge  Few-Shot  Medical  Language_Model  PDF
• 2021-09-06 Less is More: Lighter and Faster Deep Neural Architecture for Tomato Leaf Disease Classification    Sabbir Ahmed, Md. Bakhtiar Hasan, Tasnim Ahmed, Redwan Karim Sony, Md. Hasanul Kabir arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Image_Classification  Prediction  PDF
• 2021-09-05 FBCNN: A Deep Neural Network Architecture for Portable and Fast Brain-Computer Interfaces    Pedro R. A. S. Bassi, Romis Attux arXiv_AI arXiv_AI  Transfer_Learning  3D  Knowledge  Pose  Face  Classification  CNN  PDF
• 2021-09-04 Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation    Lin Wang, Yujeong Chae, Kuk-Jin Yoon arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Sparse  Represenation_Learning  Knowledge  Pose  Inference  Prediction  PDF
• 2021-09-04 A Comprehensive Approach for UAV Small Object Detection with Simulation-based Transfer Learning and Adaptive Fusion    Chen Rui, Guo Youwei, Zheng Huafei, Jiang Hongyu arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Detection  Object_Detection  PDF
• 2021-09-03 Towards Learning Spatially Discriminative Feature Representations    Chaofei Wang, Jiayu Xiao, Yizeng Han, Qisen Yang, Shiji Song, Gao Huang arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Knowledge  Pose  Classification  Image_Classification  Matching  PDF
• 2021-09-02 roadscene2vec: A Tool for Extracting and Embedding Road Scene-Graphs    Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Harsimrat Kaeley, Anurag Karra, Mohammad Abdullah Al Faruque arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Action  Classification  Deep_Learning  Prediction  PDF
• 2021-09-02 Coarse-To-Fine And Cross-Lingual ASR Transfer    Peter Polák, Ondřej Bojar arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-09-02 Transfer of Pretrained Model Weights Substantially Improves Semi-Supervised Image Classification    Attaullah Sahito, Eibe Frank, Bernhard Pfahringer arXiv_CV arXiv_CV  Transfer_Learning  Classification  Image_Classification  PDF
• 2021-09-01 OptAGAN: Entropy-based finetuning on text VAE-GAN    Paolo Tirotta, Stefano Lodi arXiv_CL arXiv_CL  Transfer_Learning  Reinforcement_Learning  Bert  GAN  Text_Generation  PDF
• 2021-08-31 Sense representations for Portuguese: experiments with sense embeddings and deep neural language models    Jessica Rodrigues da Silva, Helena de Medeiros Caseli arXiv_CL arXiv_CL  Embedding  Unsupervised  Transfer_Learning  Bert  Language_Model  PDF
• 2021-08-31 LightNER: A Lightweight Generative Framework with Prompt-guided Attention for Low-resource NER    Xiang Chen, Ningyu Zhang, Lei Li, Xin Xie, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Pose  Attention  Language_Model  PDF
• 2021-08-31 Task-Oriented Dialogue System as Natural Language Generation    Weizhi Wang, Zhirui Zhang, Junliang Guo, Boxing Chen, Weihua Luo arXiv_AI arXiv_AI  Transfer_Learning  Pose  PDF
• 2021-08-31 How Does Adversarial Fine-Tuning Benefit BERT?    Javid Ebrahimi, Hao Yang, Wei Zhang arXiv_AI arXiv_AI  Transfer_Learning  Bert  Regularization  Adversarial  Language_Model  PDF
• 2021-08-31 AraT5: Text-to-Text Transformers for Arabic Language Understanding and Generation    El Moatez Billah Nagoudi, Muhammad Abdul-Mageed, AbdelRahim Elmadany arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Pose  PDF
• 2021-08-30 Knowledge Base Completion Meets Transfer Learning    Vid Kocijan, Thomas Lukasiewicz arXiv_CL arXiv_CL  Transfer_Learning  Bert  Knowledge  Action  Relation  Prediction  Matching  PDF
• 2021-08-28 Transfer Learning for Multi-lingual Tasks -- a Survey    Amir Reza Jafari, Behnam Heidary, Reza Farahbakhsh, Mostafa Salehi, Mahdi Jalili arXiv_CL arXiv_CL  Transfer_Learning  Survey  PDF
• 2021-08-28 AP-10K: A Benchmark for Animal Pose Estimation in the Wild    Hang Yu, Yufei Xu, Jing Zhang, Wei Zhao, Ziyu Guan, Dacheng Tao arXiv_CV arXiv_CV  Transfer_Learning  Pose_Estimation  Pose  PDF
• 2021-08-27 A Framework for Supervised Heterogeneous Transfer Learning using Dynamic Distribution Adaptation and Manifold Regularization    Md Geaur Rahman, Md Zahidul Islam arXiv_AI arXiv_AI  Transfer_Learning  Regularization  Knowledge  Pose  PDF
• 2021-08-27 Anomaly Detection of Defect using Energy of Point Pattern Features within Random Finite Set Framework    Ammar Mansoor Kamoona, Amirali Khodadadian Gostar, Alireza Bab-Hadiashar, Reza Hoseinnezhad arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Action  Detection  PDF
• 2021-08-26 Geometry Based Machining Feature Retrieval with Inductive Transfer Learning    N S Kamal, Barathi Ganesh HB, Sajith Variyar VV, Sowmya V, Soman KP arXiv_AI arXiv_AI  Transfer_Learning  CNN  PDF
• 2021-08-26 Segmentation of Shoulder Muscle MRI Using a New Region and Edge based Deep Auto-Encoder    Saddam Hussain Khan, Asifullah Khan, Yeon Soo Lee, Mehdi Hassan, Woong Kyo jeong arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  3D  Sparse  Pose  Attention  CNN  PDF
• 2021-08-25 CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training    Hari Prasanna Das, Ryan Tran, Japjot Singh, Yu-Wen Lin, Costas J. Spanos arXiv_CV arXiv_CV  Transfer_Learning  Adversarial  Pose  PDF
• 2021-08-25 YANMTT: Yet Another Neural Machine Translation Toolkit    Raj Dabre, Eiichiro Sumita arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Pose  NMT  Attention  PDF
• 2021-08-25 A Scaling Law for Synthetic-to-Real Transfer: A Measure of Pre-Training    Hiroaki Mikami, Kenji Fukumizu, Shogo Murai, Shuji Suzuki, Yuta Kikuchi, Taiji Suzuki, Shin-ichi Maeda, Kohei Hayashi arXiv_CV arXiv_CV  Transfer_Learning  PDF
• 2021-08-24 SN Computer Science: Towards Offensive Language Identification for Tamil Code-Mixed YouTube Comments and Posts    Charangan Vasantharajan, Uthayasanker Thayasivam arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  RNN  Speech  Pose  Deep_Learning  Detection  PDF
• 2021-08-23 EEG-based Classification of Drivers Attention using Convolutional Neural Network    Fred Atilla, Maryam Alimardani arXiv_AI arXiv_AI  Transfer_Learning  Face  Classification  Detection  Attention  Activity  CNN  PDF
• 2021-08-23 How Transferable Are Self-supervised Features in Medical Image Classification Tasks?    Tuan Truong, Sadegh Mohammadi, Matthias Lenga arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Self-Supervised  Classification  Detection  Medical  Image_Classification  PDF
• 2021-08-20 Web image search engine based on LSH index and CNN Resnet50    Marco Parola, Alice Nannini, Stefano Poleggi arXiv_CV arXiv_CV  Transfer_Learning  Image_Retrieval  CNN  PDF
• 2021-08-19 Do Vision Transformers See Like Convolutional Neural Networks?    Maithra Raghu, Thomas Unterthiner, Simon Kornblith, Chiyuan Zhang, Alexey Dosovitskiy arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Classification  Attention  CNN  Image_Classification  PDF
• 2021-08-19 How Hateful are Movies? A Study and Prediction on Movie Subtitles    Niklas von Boguszewski, Sana Moin, Anirban Bhowmick, Seid Muhie Yimam, Chris Biemann arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  RNN  Speech  Prediction  PDF
• 2021-08-19 Concurrent Discrimination and Alignment for Self-Supervised Feature Learning    Anjan Dutta, Massimiliano Mancini, Zeynep Akata arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Self-Supervised  Pose  Action  Quantitative  Classification  PDF
• 2021-08-19 Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception    Bowen Li, Weixia Zhang, Meng Tian, Guangtao Zhai, Xianpei Wang arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Knowledge  Pose  Action_Recognition  Action  VQA  QA  PDF
• 2021-08-19 Inverse design optimization framework via a two-step deep learning approach: application to a wind turbine airfoil    Sunwoong Yang, Sanga Lee, Kwanjung Yee arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Pose  Deep_Learning  Prediction  PDF
• 2021-08-18 STAR: Noisy Semi-Supervised Transfer Learning for Visual Classification    Hasib Zunair, Yan Gobeil, Samuel Mercier, A. Ben Hamza arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Adversarial  Pose  Classification  PDF
• 2021-08-18 AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters    Tilman Beck, Bela Bohlender, Christina Viehmann, Vincent Hane, Yanik Adamson, Jaber Khuri, Jonas Brossmann, Jonas Pfeiffer, Iryna Gurevych arXiv_CL arXiv_CL  Transfer_Learning  OCR  Knowledge  Face  Few-Shot  Language_Model  Prediction  PDF
• 2021-08-18 DRDrV3: Complete Lesion Detection in Fundus Images Using Mask R-CNN, Transfer Learning, and LSTM    Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Thiab Taha, Khaled Rasheed, Hamid R. Arabnia arXiv_CV arXiv_CV  Transfer_Learning  RNN  Pose  Detection  Medical  PDF
• 2021-08-17 SURFNet: Super-resolution of Turbulent Flows with Transfer Learning using Small Datasets    Octavi Obiols-Sales, Abhinav Vishnu, Nicholas Malaya, Aparna Chandramowlishwaran arXiv_AI arXiv_AI  Transfer_Learning  Super_Resolution  Pose  Deep_Learning  PDF
• 2021-08-17 KITTI-CARLA: a KITTI-like dataset generated by CARLA Simulator    Jean-Emmanuel Deschaud arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  PDF
• 2021-08-16 On the Opportunities and Risks of Foundation Models    Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri Chatterji, Annie Chen, Kathleen Creel, Jared Quincy Davis, Dora Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Koh, Mark Krass, Ranjay Krishna, Rohith Kuditipudi, et al. (62 additional authors not shown) arXiv_AI arXiv_AI  Transfer_Learning  Bert  Action  Deep_Learning  PDF
• 2021-08-16 Misleading the Covid-19 vaccination discourse on Twitter: An exploratory study of infodemic around the pandemic    Shakshi Sharma, Rajesh Sharma, Anwitaman Datta arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Action  Sentiment  Prediction  PDF
• 2021-08-16 TL-SDD: A Transfer Learning-Based Method for Surface Defect Detection with Few Samples    Jiahui Cheng, Bin Guo, Jiaqi Liu, Sicong Liu, Guangzhi Wu, Yueqi Sun, Zhiwen Yu arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Face  Action  Classification  Deep_Learning  Detection  PDF
• 2021-08-15 HCR-Net: A deep learning based script independent handwritten character recognition network    Vinod Kumar Chauhan, Sukhdeep Singh, Anuj Sharma arXiv_AI arXiv_AI  Handwriting  Transfer_Learning  Recognition  Pose  Action  Deep_Learning  PDF
• 2021-08-14 Few-Sample Named Entity Recognition for Security Vulnerability Reports by Fine-Tuning Pre-Trained Language Models    Guanqun Yang, Shay Dineen, Zhipeng Lin, Xueqing Liu arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Pose  Action  Language_Model  PDF
• 2021-08-14 Fractional 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  PDF
• 2021-08-14 Transfer Learning from an Artificial Radiograph-landmark Dataset for Registration of the Anatomic Skull Model to Dual Fluoroscopic X-ray Images    Chaochao Zhou, Thomas Cha, Yun Peng, Guoan Li arXiv_CV arXiv_CV  Tracking  Transfer_Learning  3D  Optimization  Adversarial  Pose  Deep_Learning  Detection  GAN  Medical  Activity  PDF
• 2021-08-14 Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring    Omiros Pantazis, Gabriel Brostow, Kate Jones, Oisin Mac Aodha arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Classification  Relation  PDF
• 2021-08-13 GeoCLR: Georeference Contrastive Learning for Efficient Seafloor Image Interpretation    Takaki Yamada, Adam Prügel-Bennett, Stefan B. Williams, Oscar Pizarro, Blair Thornton arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Contrastive_Learning  Classification  CNN  Autonomous  PDF
• 2021-08-13 One-shot Transfer Learning for Population Mapping    Erzhuo Shao, Jie Feng, Yingheng Wang, Tong Xia, Yong Li arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Knowledge  Pose  PDF
• 2021-08-12 A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis    Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, Michael B. Gotway, Jianming Liang arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Self-Supervised  Deep_Learning  Medical  PDF
• 2021-08-12 Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thought    Fouzia Altaf, Syed M.S. Islam, Naveed Akhtar arXiv_AI arXiv_AI  Transfer_Learning  Deep_Learning  Detection  Medical  PDF
• 2021-08-12 AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing    Katikapalli Subramanyam Kalyan, Ajit Rajasekharan, Sivanesan Sangeetha arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Bert  Knowledge  Self-Supervised  Survey  Language_Model  PDF
• 2021-08-11 ConvNets vs. Transformers: Whose Visual Representations are More Transferable?    Hong-Yu Zhou, Chixiang Lu, Sibei Yang, Yizhou Yu arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  Recognition  Face  Classification  Relation  Face_Recognition  Attention  PDF
• 2021-08-11 Deep Learning Classification of Lake Zooplankton    S. P. Kyathanahally, T. Hardeman, E. Merz, T. Kozakiewicz, M. Reyes, P. Isles, F. Pomati, M. Baity-Jesi arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  PDF
• 2021-08-10 Automated Audio Captioning using Transfer Learning and Reconstruction Latent Space Similarity Regularization    Andrew Koh, Fuzhao Xue, Eng Siong Chng arXiv_CL arXiv_CL  Reconstruction  Embedding  Transfer_Learning  Regularization  Self-Supervised  Pose  Caption  PDF
• 2021-08-10 Hand Pose Classification Based on Neural Networks    Rashmi Bakshi arXiv_CV arXiv_CV  Transfer_Learning  Gesture  Pose  Classification  Deep_Learning  Prediction  Video_Classification  PDF
• 2021-08-10 An empirical investigation into audio pipeline approaches for classifying bird species    David Behr, Ciira wa Maina, Vukosi Marivate arXiv_SD arXiv_SD  Transfer_Learning  Optimization  Classification  CNN  PDF
• 2021-08-09 Towards artificially intelligent recycling Improving image processing for waste classification    Youpeng Yu, Ryan Grammenos arXiv_CV arXiv_CV  Transfer_Learning  Enhancement  Classification  CNN  PDF
• 2021-08-09 Transfer Learning Gaussian Anomaly Detection by Fine-Tuning Representations    Oliver Rippel, Arnav Chavan, Chucai Lei, Dorit Merhof arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Pose  Detection  PDF
• 2021-08-09 Towards to Robust and Generalized Medical Image Segmentation Framework    Yurong Chen arXiv_AI arXiv_AI  Reconstruction  Segmentation  Unsupervised  Transfer_Learning  Represenation_Learning  Knowledge  Review  Pose  Deep_Learning  Medical  PDF
• 2021-08-08 Machine Translation of Low-Resource Indo-European Languages    Wei-Rui Chen, Muhammad Abdul-Mageed arXiv_CL arXiv_CL  Transfer_Learning  PDF
• 2021-08-08 Deep Transfer Learning for Identifications of Slope Surface Cracks    Yuting Yang, Gang Mei arXiv_CV arXiv_CV  Transfer_Learning  Pose  Face  Survey  Detection  PDF
• 2021-08-07 Improving Similar Language Translation With Transfer Learning    Ife Adebara, Muhammad Abdul-Mageed arXiv_AI arXiv_AI  Transfer_Learning  PDF
• 2021-08-06 Offensive Language and Hate Speech Detection with Deep Learning and Transfer Learning    Bencheng Wei, Jason Li, Ajay Gupta, Hafiza Umair, Atsu Vovor, Natalie Durzynski arXiv_AI arXiv_AI  Transformer  Embedding  Transfer_Learning  Bert  Text_Classification  RNN  Speech  Pose  Classification  Deep_Learning  Detection  Sentiment  Language_Model  PDF
• 2021-08-06 Ensemble Augmentation for Deep Neural Networks Using 1-D Time Series Vibration Data    Atik Faysal, Ngui Wai Keng, M. H. Lim arXiv_AI arXiv_AI  Image_Caption  Transfer_Learning  Adversarial  Pose  Classification  GAN  PDF
• 2021-08-06 Basis Scaling and Double Pruning for Efficient Transfer Learning    Ken C. L. Wong, Satyananda Kashyap, Mehdi Moradi arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  CNN  Inference  PDF
• 2021-08-05 A Data Augmented Approach to Transfer Learning for Covid-19 Detection    Shagufta Henna, Aparna Reji arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Detection  PDF
• 2021-08-05 Ada-VSR: Adaptive Video Super-Resolution with Meta-Learning    Akash Gupta, Padmaja Jonnalagedda, Bir Bhanu, Amit K. Roy-Chowdhury arXiv_CV arXiv_CV  Transfer_Learning  Super_Resolution  Attention  Inference  PDF
• 2021-08-05 An Encoder-Decoder Based Audio Captioning System With Transfer and Reinforcement Learning    Xinhao Mei, Qiushi Huang, Xubo Liu, Gengyun Chen, Jingqian Wu, Yusong Wu, Jinzheng Zhao, Shengchen Li, Tom Ko, H Lilian Tang, Xi Shao, Mark D. Plumbley, Wenwu Wang arXiv_SD arXiv_SD  Transfer_Learning  Reinforcement_Learning  Optimization  Pose  Caption  PDF
• 2021-08-05 EENLP: Cross-lingual Eastern European NLP Index    Alexey Tikhonov, Alex Malkhasov, Andrey Manoshin, George Dima, Réka Cserháti, Md.Sadek Hossain Asif, Matt Sárdi arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Sketch  PDF
• 2021-08-05 Improved Speech Emotion Recognition using Transfer Learning and Spectrogram Augmentation    Sarala Padi, Seyed Omid Sadjadi, Dinesh Manocha, Ram D. Sriram arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Speech  Pose  Emotion  Action  Classification  Deep_Learning  PDF
• 2021-08-05 Robust Transfer Learning with Pretrained Language Models through Adapters    Wenjuan Han, Bo Pang, Yingnian Wu arXiv_CL arXiv_CL  Transformer  Unsupervised  Transfer_Learning  Bert  Adversarial  Pose  Classification  Language_Model  PDF
• 2021-08-04 Indoor Localization Under Limited Measurements: A Cross-Environment Joint Semi-Supervised and Transfer Learning Approach    Mohamed I. AlHajri, Raed M. Shubair, Marwa Chafii arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  CNN  PDF
• 2021-08-04 Semi-weakly Supervised Contrastive Representation Learning for Retinal Fundus Images    Boon Peng Yap, Beng Koon Ng arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Weakly_Supervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Medical  PDF
• 2021-08-04 Transfer Learning for Pose Estimation of Illustrated Characters    Shuhong Chen, Matthias Zwicker arXiv_CV arXiv_CV  Segmentation  Tracking  Transfer_Learning  Recognition  Pose_Estimation  Pose  Classification  Activity  PDF
• 2021-08-03 From augmented microscopy to the topological transformer: a new approach in cell image analysis for Alzheimer's research    Wooseok Jung arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  Action  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-08-03 Cross-Modal Analysis of Human Detection for Robotics: An Industrial Case Study    Timm Linder, Narunas Vaskevicius, Robert Schirmer, Kai O. Arras arXiv_CV arXiv_CV  Transfer_Learning  Point_Cloud  3D  Detection  Object_Detection  Autonomous  PDF
• 2021-08-02 Pre-trained Models for Sonar Images    Matias Valdenegro-Toro, Alan Preciado-Grijalva, Bilal Wehbe arXiv_CV arXiv_CV  Transfer_Learning  Classification  PDF
• 2021-08-02 Self-supervised Audiovisual Representation Learning for Remote Sensing Data    Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Represenation_Learning  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-08-02 Transfer Learning for Mining Feature Requests and Bug Reports from Tweets and App Store Reviews    Pablo Restrepo Henao, Jannik Fischbach, Dominik Spies, Julian Frattini, Andreas Vogelsang arXiv_CL arXiv_CL  Transfer_Learning  Bert  Review  Classification  Deep_Learning  PDF
• 2021-08-02 Semi-Supervising Learning, Transfer Learning, and Knowledge Distillation with SimCLR    Khoi Nguyen, Yen Nguyen, Bao Le arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Relation  PDF
• 2021-08-01 Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning    Chiyu Zhang, Muhammad Abdul-Mageed, AbdelRahim Elmadany, El Moatez Billah Nagoudi arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Pose  Detection  Few-Shot  Denoising  Language_Model  PDF
• 2021-07-31 Adaptable image quality assessment using meta-reinforcement learning of task amenability    Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Reinforcement_Learning  Review  Pose  Classification  Deep_Learning  Medical  Image_Classification  QA  PDF
• 2021-07-28 Graph Constrained Data Representation Learning for Human Motion Segmentation    Mariella Dimiccoli, Lluís Garrido, Guillem Rodriguez-Corominas, Herwig Wendt arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Represenation_Learning  Regularization  Knowledge  Pose  PDF
• 2021-07-28 A Visual Domain Transfer Learning Approach for Heartbeat Sound Classification    Uddipan Mukherjee, Sidharth Pancholi arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  CNN  PDF
• 2021-07-27 Transferable Knowledge-Based Multi-Granularity Aggregation Network for Temporal Action Localization: Submission to ActivityNet Challenge 2021    Haisheng Su, Peiqin Zhuang, Yukun Li, Dongliang Wang, Weihao Gan, Wei Wu, Yu Qiao arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Action_Localization  Pose  Action  Classification  Activity  PDF
• 2021-07-27 Toward Co-creative Dungeon Generation via Transfer Learning    Zisen Zhou, Matthew Guzdial arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Action  PDF
• 2021-07-26 Fine-Grained Emotion Prediction by Modeling Emotion Definitions    Gargi Singh, Dhanajit Brahma, Piyush Rai, Ashutosh Modi arXiv_AI arXiv_AI  Transfer_Learning  Pose  Emotion  Language_Model  Prediction  PDF
• 2021-07-26 Adaptation of Tacotron2-based Text-To-Speech for Articulatory-to-Acoustic Mapping using Ultrasound Tongue Imaging    Csaba Zainkó, László Tóth, Amin Honarmandi Shandiz, Gábor Gosztolya, Alexandra Markó, Géza Németh, Tamás Gábor Csapó arXiv_AI arXiv_AI  Transfer_Learning  3D  Speech  Pose  Contour  CNN  Inference  PDF
• 2021-07-26 Preliminary Steps Towards Federated Sentiment Classification    Xin-Chun Li, De-Chuan Zhan, Yunfeng Shao, Bingshuai Li, Shaoming Song arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Sentiment_Classification  Knowledge  Pose  Classification  Sentiment  PDF
• 2021-07-25 Transferable Dialogue Systems and User Simulators    Bo-Hsiang Tseng, Yinpei Dai, Florian Kreyssig, Bill Byrne arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  Action  PDF
• 2021-07-24 A Real Use Case of Semi-Supervised Learning for Mammogram Classification in a Local Clinic of Costa Rica    Saul Calderon-Ramirez, Diego Murillo-Hernandez, Kevin Rojas-Salazar, David Elizondo, Shengxiang Yang, Miguel Molina-Cabello arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  PDF
• 2021-07-24 An Uncertainty-Aware Deep Learning Framework for Defect Detection in Casting Products    Maryam Habibpour, Hassan Gharoun, AmirReza Tajally, Afshar Shamsi, Hamzeh Asgharnezhad, Abbas Khosravi, Saeid Nahavandi arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Detection  CNN  Image_Classification  Inference  PDF
• 2021-07-23 Developing efficient transfer learning strategies for robust scene recognition in mobile robotics using pre-trained convolutional neural networks    Hermann Baumgartl, Ricardo Buettner arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Optimization  CNN  Inference  PDF
• 2021-07-23 Detail Preserving Residual Feature Pyramid Modules for Optical Flow    Libo Long, Jochen Lang arXiv_CV arXiv_CV  Transfer_Learning  Pose  Optical_Flow  PDF
• 2021-07-23 Compositional Models: Multi-Task Learning and Knowledge Transfer with Modular Networks    Andrey Zhmoginov, Dina Bashkirova, Mark Sandler arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Knowledge  Pose  Classification  GAN  Image_Classification  PDF
• 2021-07-22 Self-transfer learning via patches: A prostate cancer triage approach based on bi-parametric MRI    Alvaro Fernandez-Quilez, Trygve Eftestøl, Morten Goodwin, Svein Reidar Kjosavik, Ketil Oppedal arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-07-22 Improving Polyphonic Sound Event Detection on Multichannel Recordings with the S{o}rensen-Dice Coefficient Loss and Transfer Learning    Karn N. Watcharasupat, Thi Ngoc Tho Nguyen, Ngoc Khanh Nguyen, Zhen Jian Lee, Douglas L. Jones, Woon Seng Gan arXiv_AI arXiv_AI  Segmentation  Transfer_Learning  Semantic_Segmentation  Detection  PDF
• 2021-07-21 Window Detection In Facade Imagery: A Deep Learning Approach Using Mask R-CNN    Nils Nordmark, Mola Ayenew arXiv_CV arXiv_CV  Reconstruction  Segmentation  Scene_Parsing  Transfer_Learning  Optimization  Pose  Deep_Learning  Detection  PDF
• 2021-07-20 Learning ULMFiT and Self-Distillation with Calibration for Medical Dialogue System    Shuang Ao, Xeno Acharya arXiv_CL arXiv_CL  Transfer_Learning  Regularization  Knowledge  Pose  Deep_Learning  Relation  GAN  Medical  Language_Model  PDF
• 2021-07-20 SynthSeg: Domain Randomisation for Segmentation of Brain MRI Scans of any Contrast and Resolution    Benjamin Billot, Douglas N. Greve, Oula Puonti, Axel Thielscher, Koen Van Leemput, Bruce Fischl, Adrian V. Dalca, Juan Eugenio Iglesias arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  CNN  PDF
• 2021-07-19 Confidence Aware Neural Networks for Skin Cancer Detection    Donya Khaledyan, AmirReza Tajally, Reza Sarkhosh, Afshar Shamsi, Hamzeh Asgharnezhad, Abbas Khosravi, Saeid Nahavandi arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Deep_Learning  Detection  Attention  Medical  Inference  Prediction  PDF
• 2021-07-19 Class dependency based learning using Bi-LSTM coupled with the transfer learning of VGG16 for the diagnosis of Tuberculosis from chest x-rays    G Jignesh Chowdary, Suganya G, Premalatha M, Karunamurthy K arXiv_CV arXiv_CV  Transfer_Learning  RNN  Pose  Classification  PDF
• 2021-07-19 Non-binary deep transfer learning for imageclassification    Jo Plested, Xuyang Shen, Tom Gedeon arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Classification  Image_Classification  Recommendation  PDF
• 2021-07-18 Attention-based Multi-scale Gated Recurrent Encoder with Novel Correlation Loss for COVID-19 Progression Prediction    Aishik Konwer, Joseph Bae, Gagandeep Singh, Rishabh Gattu, Syed Ali, Jeremy Green, Tej Phatak, Prateek Prasanna arXiv_CV arXiv_CV  Transfer_Learning  Action  Classification  Deep_Learning  Relation  Attention  CNN  Prediction  PDF
• 2021-07-16 Boosting the Convergence of Reinforcement Learning-based Auto-pruning Using Historical Data    Jiandong Mu, Mengdi Wang, Feiwen Zhu, Jun Yang, Wei Lin, Wei Zhang arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  PDF
• 2021-07-14 FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task    Yun Tang, Hongyu Gong, Xian Li, Changhan Wang, Juan Pino, Holger Schwenk, Naman Goyal arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Speech  Pose  PDF
• 2021-07-14 BERT Fine-Tuning for Sentiment Analysis on Indonesian Mobile Apps Reviews    Kuncahyo Setyo Nugroho, Anantha Yullian Sukmadewa, Haftittah Wuswilahaken DW, Fitra Abdurrachman Bachtiar, Novanto Yudistira arXiv_CL arXiv_CL  Transfer_Learning  Bert  Review  Sentiment  PDF
• 2021-07-14 ParCourE: A Parallel Corpus Explorer fora Massively Multilingual Corpus    Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter, Michael Cysouw, Hinrich Schütze arXiv_CL arXiv_CL  Transfer_Learning  PDF
• 2021-07-13 Cats, not CAT scans: a study of dataset similarity in transfer learning for 2D medical image classification    Irma van den Brandt, Floris Fok, Bas Mulders, Joaquin Vanschoren, Veronika Cheplygina arXiv_CV arXiv_CV  Transfer_Learning  3D  Classification  Medical  Image_Classification  PDF
• 2021-07-12 SynLiDAR: Learning From Synthetic LiDAR Sequential Point Cloud for Semantic Segmentation    Aoran Xiao, Jiaxing Huang, Dayan Guan, Fangneng Zhan, Shijian Lu arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Point_Cloud  3D  PDF
• 2021-07-12 Deep Transfer Learning Based Intrusion Detection System for Electric Vehicular Networks    Sk. Tanzir Mehedi, Adnan Anwar, Ziaur Rahman, Kawsar Ahmed arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  Detection  PDF
• 2021-07-11 BCNet: A Deep Convolutional Neural Network for Breast Cancer Grading    Pouya Hallaj Zavareh, Atefeh Safayari, Hamidreza Bolhasani arXiv_AI arXiv_AI  Transfer_Learning  Pose  Action  Deep_Learning  Detection  CNN  PDF
• 2021-07-10 Propagation-aware Social Recommendation by Transfer Learning    Haodong Chang, Yabo Chu arXiv_AI arXiv_AI  Transfer_Learning  Regularization  Knowledge  Pose  Action  Relation  Attention  Recommendation  PDF
• 2021-07-10 Detection of Plant Leaf Disease Directly in the JPEG Compressed Domain using Transfer Learning Technique    Atul Sharma, Bulla Rajesh, Mohammed Javed arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Detection  Image_Classification  PDF
• 2021-07-08 A Systematic Survey of Text Worlds as Embodied Natural Language Environments    Peter A Jansen arXiv_AI arXiv_AI  Transfer_Learning  3D  Knowledge  Knowledge_Graph  Survey  Action  Inference  PDF
• 2021-07-08 Malware Classification Using Deep Boosted Learning    Muhammad Asam, Saddam Hussain Khan, Tauseef Jamal, Umme Zahoora, Asifullah Khan arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  PDF
• 2021-07-07 Differentiable Architecture Pruning for Transfer Learning    Nicolo Colombo, Yang Gao arXiv_CV arXiv_CV  NAS  Transfer_Learning  Pose  PDF
• 2021-07-07 Introducing the structural bases of typicality effects in deep learning    Omar Vidal Pino, Erickson Rangel Nascimento, Mario Fernando Montenegro Campos arXiv_AI arXiv_AI  Transfer_Learning  Pose  Action  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-07-06 Transfer Learning for Improving Results on Russian Sentiment Datasets    Anton Golubev, Natalia Loukachevitch arXiv_CL arXiv_CL  Transfer_Learning  Bert  Sentiment_Classification  Classification  Sentiment  Inference  PDF
• 2021-07-06 On-edge Multi-task Transfer Learning: Model and Practice with Data-driven Task Allocation    Zimu Zheng, Qiong Chen, Chuang Hu, Dan Wang, Fangming Liu arXiv_AI arXiv_AI  Transfer_Learning  Pose  PDF
• 2021-07-05 Dealing with Adversarial Player Strategies in the Neural Network Game iNNk through Ensemble Learning    Mathias Löwe, Jennifer Villareale, Evan Freed, Aleksanteri Sladek, Jichen Zhu, Sebastian Risi arXiv_AI arXiv_AI  Transfer_Learning  Adversarial  Classification  PDF
• 2021-07-05 Contradiction Detection in Persian Text    Zeinab Rahimi, Mehrnoush ShamsFard arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Bert  Deep_Learning  Detection  PDF
• 2021-07-05 Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning    Bi'an Du, Xiang Gao, Wei Hu, Xin Li arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Point_Cloud  3D  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Attention  PDF
• 2021-07-03 Learning from scarce information: using synthetic data to classify Roman fine ware pottery    Santos J. Núñez Jareño, Daniël P. van Helden, Evgeny M. Mirkes, Ivan Y. Tyukin, Penelope M. Allison arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Deep_Learning  PDF
• 2021-07-02 Language Identification of Hindi-English tweets using code-mixed BERT    Mohd Zeeshan Ansari, M M Sufyan Beg, Tanvir Ahmad, Mohd Jazib Khan, Ghazali Wasim arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Knowledge  Classification  Language_Model  PDF
• 2021-07-02 Parasitic Egg Detection and Classification in Low-cost Microscopic Images using Transfer Learning    Thanaphon Suwannaphong, Sawaphob Chavana, Sahapol Tongsom, Duangdao Palasuwan, Thanarat H. Chalidabhongse, Nantheera Anantrasirichai arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Classification  Detection  PDF
• 2021-07-02 Disentangling Transfer and Interference in Multi-Domain Learning    Yipeng Zhang, Tyler L. Hayes, Christopher Kanan arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  PDF
• 2021-07-01 A Primer on Pretrained Multilingual Language Models    Sumanth Doddapaneni, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra arXiv_CL arXiv_CL  Transfer_Learning  Bert  Review  Survey  Language_Model  PDF
• 2021-07-01 Learning to See before Learning to Act: Visual Pre-training for Manipulation    Lin Yen-Chen, Andy Zeng, Shuran Song, Phillip Isola, Tsung-Yi Lin arXiv_CV arXiv_CV  Transfer_Learning  Zero-Shot  Prediction  PDF
• 2021-06-30 IMS' Systems for the IWSLT 2021 Low-Resource Speech Translation Task    Pavel Denisov, Manuel Mager, Ngoc Thang Vu arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Speech_Recognition  PDF
• 2021-06-30 Extraction of Key-frames of Endoscopic Videos by using Depth Information    Pradipta Sasmal, Avinash Paul, M.K. Bhuyan, Yuji Iwahori arXiv_CV arXiv_CV  Reconstruction  Transfer_Learning  3D  Pose  Action  Deep_Learning  PDF
• 2021-06-30 CityNet: A Multi-city Multi-modal Dataset for Smart City Applications    Xu Geng, Yilun Jin, Zhengfei Zheng, Yu Yang, Yexin Li, Han Tian, Peibo Duan, Leye Wang, Jiannong Cao, Hai Yang, Qiang Yang, Kai Chen arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Face  Relation  Prediction  PDF
• 2021-06-30 Learning Bounds for Open-Set Learning    Zhen Fang, Jie Lu, Anjin Liu, Feng Liu, Guangquan Zhang arXiv_AI arXiv_AI  Transfer_Learning  Pose  PDF
• 2021-06-29 A Systematic Evaluation of Domain Adaptation in Facial Expression Recognition    Yan San Kong, Varsha Suresh, Jonathan Soh, Desmond C. Ong arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Classification  Prediction  PDF
• 2021-06-28 Knowledge Transfer by Discriminative Pre-training for Academic Performance Prediction    Byungsoo Kim, Hangyeol Yu, Dongmin Shin, Youngduck Choi arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Action  Attention  Prediction  PDF
• 2021-06-28 ACN: Adversarial Co-training Network for Brain Tumor Segmentation with Missing Modalities    Yixin Wang, Yang Zhang, Yang Liu, Zihao Lin, Jiang Tian, Cheng Zhong, Zhongchao Shi, Jianping Fan, Zhiqiang He arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Knowledge  Adversarial  Pose  Prediction  PDF
• 2021-06-28 Benchmarking convolutional neural networks for diagnosing Lyme disease from images    Sk Imran Hossain (LIMOS), Jocelyn de Goër de Herve (INRAE), Md Shahriar Hassan (LIMOS), Delphine Martineau, Evelina Petrosyan, Violaine Corbain, Jean Beytout, Isabelle Lebert (INRAE), Elisabeth Baux (CHRU Nancy), Céline Cazorla (CHU de Saint-Etienne), Carole Eldin (IHU Méditerranée Infection), Yves Hansmann, Solene Patrat-Delon, Thierry Prazuck (CHR), Alice Raffetin (CHIV), Pierre Tattevin (CHU Rennes), Gwenaël Vourc'H (INRAE), Olivier Lesens, Engelbert Nguifo (LIMOS) arXiv_CV arXiv_CV  Transfer_Learning  Pose  CNN  Prediction  PDF
• 2021-06-28 A Knowledge-Grounded Dialog System Based on Pre-Trained Language Models    Weijie Zhang, Jiaoxuan Chen, Haipang Wu, Sanhui Wan, Gongfeng Li arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Knowledge  Language_Model  Matching  PDF
• 2021-06-28 The Deep Neural Network based Photometry Framework for Wide Field Small Aperture Telescopes    Peng Jia, Yongyang Sun, Qiang Liu arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Detection  PDF
• 2021-06-26 Time-Series Representation Learning via Temporal and Contextual Contrasting    Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Represenation_Learning  Pose  Prediction  PDF
• 2021-06-24 The Option Keyboard: Combining Skills in Reinforcement Learning    André Barreto, Diana Borsa, Shaobo Hou, Gheorghe Comanici, Eser Aygün, Philippe Hamel, Daniel Toyama, Jonathan Hunt, Shibl Mourad, David Silver, Doina Precup arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  Face  Action  PDF
• 2021-06-24 Multilingual transfer of acoustic word embeddings improves when training on languages related to the target zero-resource language    Christiaan Jacobs, Herman Kamper arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Speech  PDF
• 2021-06-24 An Automated Knowledge Mining and Document Classification System with Multi-model Transfer Learning    Jia Wei Chong, Zhiyuan Chen, Mei Shin Oh arXiv_CL arXiv_CL  Transfer_Learning  Bert  Knowledge  Pose  Classification  PDF
• 2021-06-24 Towards Exploiting Geometry and Time for FastOff-Distribution Adaptation in Multi-Task RobotLearning    K.R. Zentner, Ryan Julian, Ujjwal Puri, Yulun Zhang, Gaurav Sukhatme arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Action  PDF
• 2021-06-23 Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations    Charaf Eddine Benarab arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Bert  Knowledge  Pose  Sentiment  Language_Model  PDF
• 2021-06-23 Gender Recognition in Informal and Formal Language Scenarios via Transfer Learning    Daniel Escobar-Grisales, Juan Camilo Vasquez-Correa, Juan Rafael Orozco-Arroyave arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Knowledge  Pose  CNN  PDF
• 2021-06-23 Neural Fashion Image Captioning : Accounting for Data Diversity    Gilles Hacheme, Noureini Sayouti arXiv_AI arXiv_AI  Image_Caption  Transfer_Learning  RNN  Caption  PDF
• 2021-06-22 Transfer Learning of Deep Spatiotemporal Networks to Model Arbitrarily Long Videos of Seizures    Fernando Pérez-García, Catherine Scott, Rachel Sparks, Beate Diehl, Sébastien Ourselin arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Gesture  RNN  Action_Recognition  Action  Quantitative  Classification  CNN  PDF
• 2021-06-21 GAIA: A Transfer Learning System of Object Detection that Fits Your Needs    Xingyuan Bu, Junran Peng, Junjie Yan, Tieniu Tan, Zhaoxiang Zhang arXiv_CV arXiv_CV  Transfer_Learning  Face  Detection  Object_Detection  PDF
• 2021-06-21 Do sound event representations generalize to other audio tasks? A case study in audio transfer learning    Anurag Kumar, Yun Wang, Vamsi Krishna Ithapu, Christian Fuegen arXiv_AI arXiv_AI  Transfer_Learning  Action  Detection  PDF
• 2021-06-19 Practical Transferability Estimation for Image Classification Tasks    Yang Tan, Yang Li, Shao-Lun Huang arXiv_AI arXiv_AI  Transfer_Learning  Pose  Classification  Image_Classification  PDF
• 2021-06-18 Toward Fault Detection in Industrial Welding Processes with Deep Learning and Data Augmentation    Jibinraj Antony, Dr. Florian Schlather, Georgij Safronov, Markus Schmitz, Prof. Dr. Kristof Van Laerhoven arXiv_AI arXiv_AI  Transfer_Learning  Deep_Learning  Detection  Object_Detection  PDF
• 2021-06-18 Recurrent Stacking of Layers in Neural Networks: An Application to Neural Machine Translation    Raj Dabre, Atsushi Fujita arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Knowledge  Pose  NMT  Attention  CNN  Prediction  PDF
• 2021-06-17 PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python    Haiping Lu, Xianyuan Liu, Robert Turner, Peizhen Bai, Raivo E Koot, Shuo Zhou, Mustafa Chasmai, Lawrence Schobs arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Knowledge  Knowledge_Graph  Pose  Face  Deep_Learning  Medical  Prediction  PDF
• 2021-06-17 Deep Subdomain Adaptation Network for Image Classification    Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, Guolin Ke, Jingwu Chen, Jiang Bian, Hui Xiong, Qing He arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Adversarial  Classification  Relation  Attention  Image_Classification  PDF
• 2021-06-17 Multi-Level Transfer Learning from Near-Field to Far-Field Speaker Verification    Li Zhang, Qing Wang, Kong Aik Lee, Lei Xie, Haizhou Li arXiv_SD arXiv_SD  Embedding  Transfer_Learning  Knowledge  Speech  Pose  PDF
• 2021-06-17 Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction    Yaojie Lu, Hongyu Lin, Jin Xu, Xianpei Han, Jialong Tang, Annan Li, Le Sun, Meng Liao, Shaoyi Chen arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Pose  Action  Inference  Prediction  PDF
• 2021-06-17 An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis    Levy Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  PDF
• 2021-06-16 Positional Contrastive Learning for VolumetricMedical Image Segmentation    Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Pose  Contrastive_Learning  Classification  Deep_Learning  GAN  Medical  Image_Classification  PDF
• 2021-06-16 A Hands-on Comparison of DNNs for Dialog SeparationUsing Transfer Learning from Music Source Separation    Martin Strauss, Jouni Paulus, Matteo Torcoli, Bernd Edler arXiv_SD arXiv_SD  Transfer_Learning  Speech  PDF
• 2021-06-16 Evolving Image Compositions for Feature Representation Learning    Paola Cascante-Bonilla, Arshdeep Sekhon, Yanjun Qi, Vicente Ordonez arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Represenation_Learning  Pose  CNN  PDF
• 2021-06-15 Generating Thermal Human Faces for Physiological Assessment Using Thermal Sensor Auxiliary Labels    Catherine Ordun, Edward Raff, Sanjay Purushotham arXiv_CV arXiv_CV  Surveillance  Transfer_Learning  Knowledge  Emotion  Face  GAN  Medical  Prediction  PDF
• 2021-06-15 Bilateral Personalized Dialogue Generation with Dynamic Persona-Aware Fusion    Bin Li, Bin Sun (Member, IEEE), Shutao Li (Fellow, IEEE) arXiv_AI arXiv_AI  Transfer_Learning  Pose  Action  Language_Model  Prediction  PDF
• 2021-06-15 Learning Stable Classifiers by Transferring Unstable Features    Yujia Bao, Shiyu Chang, Regina Barzilay arXiv_AI arXiv_AI  Transfer_Learning  Classification  Relation  Image_Classification  PDF
• 2021-06-15 rSoccer: A Framework for Studying Reinforcement Learning in Small and Very Small Size Robot Soccer    Felipe B. Martins, Mateus G. Machado, Hansenclever F. Bassani, Pedro H. M. Braga, Edna S. Barros arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  PDF
• 2021-06-14 Deep Transfer Learning for Brain Magnetic Resonance Image Multi-class Classification    Yusuf Brima, Mossadek Hossain Kamal Tushar, Upama Kabir, Tariqul Islam arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Medical  CNN  PDF
• 2021-06-14 Pre-Trained Models: Past, Present and Future    Han Xu, Zhang Zhengyan, Ding Ning, Gu Yuxian, Liu Xiao, Huo Yuqi, Qiu Jiezhong, Zhang Liang, Han Wentao, Huang Minlie, Jin Qin, Lan Yanyan, Liu Yang, Liu Zhiyuan, Lu Zhiwu, Qiu Xipeng, Song Ruihua, Tang Jie, Wen Ji-Rong, Yuan Jinhui, Zhao Wayne Xin, Zhu Jun arXiv_AI arXiv_AI  Transfer_Learning  Bert  Knowledge  Review  Self-Supervised  Relation  PDF
• 2021-06-14 Why Can You Lay Off Heads? Investigating How BERT Heads Transfer    Ting-Rui Chiang, Yun-Nung Chen arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Pose  PDF
• 2021-06-13 HistoTransfer: Understanding Transfer Learning for Histopathology    Yash Sharma, Lubaina Ehsan, Sana Syed, Donald E. Brown arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Action  Deep_Learning  Attention  Medical  Prediction  PDF
• 2021-06-13 Schema-Guided Paradigm for Zero-Shot Dialog    Shikib Mehri, Maxine Eskenazi arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Attention  PDF
• 2021-06-13 GenSF: Simultaneous Adaptation of Generative Pre-trained Models and Slot Filling    Shikib Mehri, Maxine Eskenazi arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Few-Shot  PDF
• 2021-06-11 Efficient Deep Learning Architectures for Fast Identification of Bacterial Strains in Resource-Constrained Devices    R. Gallardo García, S. Jarquín Rodríguez, B. Beltrán Martínez, C. Hernández Gracidas, R. Martínez Torres arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  PDF
• 2021-06-11 ModelDiff: Testing-Based DNN Similarity Comparison for Model Reuse Detection    Yuanchun Li, Ziqi Zhang, Bingyan Liu, Ziyue Yang, Yunxin Liu arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Action  Deep_Learning  Detection  PDF
• 2021-06-10 Fair Normalizing Flows    Mislav Balunović, Anian Ruoss, Martin Vechev arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Adversarial  PDF
• 2021-06-10 KARI: KAnari/QCRI's End-to-End systems for the INTERSPEECH 2021 Indian Languages Code-Switching Challenge    Amir Hussein, Shammur Chowdhury, Ahmed Ali arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2021-06-10 AUGNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation    Xinnuo Xu, Guoyin Wang, Young-Bum Kim, Sungjin Lee arXiv_CL arXiv_CL  Transfer_Learning  Pose  Few-Shot  PDF
• 2021-06-10 Variational Information Bottleneck for Effective Low-Resource Fine-Tuning    Rabeeh Karimi Mahabadi, Yonatan Belinkov, James Henderson arXiv_CL arXiv_CL  Transfer_Learning  Pose  Inference  Language_Model  PDF
• 2021-06-09 Low-Dimensional Structure in the Space of Language Representations is Reflected in Brain Responses    Richard Antonello, Javier Turek, Vy Vo, Alexander Huth arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Relation  Language_Model  PDF
• 2021-06-09 Audiovisual transfer learning for audio tagging and sound event detection    Wim Boes, Hugo Van hamme arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Detection  Prediction  PDF
• 2021-06-09 Rethink Transfer Learning in Medical Image Classification    Le Peng, Hengyue Liang, Taihui Li, Ju Sun arXiv_CV arXiv_CV  Transfer_Learning  Classification  Medical  CNN  Image_Classification  PDF
• 2021-06-09 Neural Supervised Domain Adaptation by Augmenting Pre-trained Models with Random Units    Sara Meftah, Nasredine Semmar, Youssef Tamaazousti, Hassane Essafi, Fatiha Sadat arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Knowledge  Speech  Pose  PDF
• 2021-06-09 Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data    Benjamin Maschler, Tim Knodel, Michael Weyrich arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Deep_Learning  Detection  PDF
• 2021-06-08 Predicting the Success of Domain Adaptation in Text Similarity    Nicolai Pogrebnyakov, Shohreh Shaghaghian arXiv_AI arXiv_AI  Transfer_Learning  PDF
• 2021-06-08 A Deep Value-network Based Approach for Multi-Driver Order Dispatching    Xiaocheng Tang, Zhiwei Qin, Fan Zhang, Zhaodong Wang, Zhe Xu, Yintai Ma, Hongtu Zhu, Jieping Ye arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Adversarial  Pose  Action  PDF
• 2021-06-08 SpaceMeshLab: Spatial Context Memoization and Meshgrid Atrous Convolution Consensus for Semantic Segmentation    Taehun Kim, Jinseong Kim, Daijin Kim arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-06-07 Investigating Transfer Learning in Multilingual Pre-trained Language Models through Chinese Natural Language Inference    Hai Hu, He Zhou, Zuoyu Tian, Yiwen Zhang, Yina Ma, Yanting Li, Yixin Nie, Kyle Richardson arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Zero-Shot  Knowledge  Adversarial  Inference  Language_Model  PDF
• 2021-06-07 GAN Cocktail: mixing GANs without dataset access    Omri Avrahami, Dani Lischinski, Ohad Fried arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  GAN  PDF
• 2021-06-07 DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Rendering    Ruizhi Shao, Hongwen Zhang, He Zhang, Yanpei Cao, Tao Yu, Yebin Liu arXiv_CV arXiv_CV  Transformer  Embedding  Transfer_Learning  Sparse  Face  Quantitative  Inference  PDF
• 2021-06-07 Multilingual Neural Semantic Parsing for Low-Resourced Languages    Menglin Xia, Emilio Monti arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Pose  Face  PDF
• 2021-06-07 LAWDR: Language-Agnostic Weighted Document Representations from Pre-trained Models    Hongyu Gong, Vishrav Chaudhary, Yuqing Tang, Francisco Guzmán arXiv_AI arXiv_AI  Embedding  Unsupervised  Transfer_Learning  Bert  Represenation_Learning  Pose  Language_Model  PDF
• 2021-06-05 AOSLO-net: A deep learning-based method for automatic segmentation of retinal microaneurysms from adaptive optics scanning laser ophthalmoscope images    Qian Zhang, Konstantina Sampani, Mengjia Xu, Shengze Cai, Yixiang Deng, He Li, Jennifer K. Sun, George Em Karniadakis arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Classification  Deep_Learning  Detection  PDF
• 2021-06-05 BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling    Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Peng Xu, Feijun Jiang, Yuxiang Hu, Chen Shi, Pascale Fung arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  PDF
• 2021-06-04 Aligning Pretraining for Detection via Object-Level Contrastive Learning    Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin arXiv_CV arXiv_CV  Transfer_Learning  Represenation_Learning  Self-Supervised  Contrastive_Learning  Detection  Object_Detection  PDF
• 2021-06-04 MexPub: Deep Transfer Learning for Metadata Extraction from German Publications    Zeyd Boukhers, Nada Beili, Timo Hartmann, Prantik Goswami, Muhammad Arslan Zafar arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  PDF
• 2021-06-04 Materials Representation and Transfer Learning for Multi-Property Prediction    Shufeng Kong, Dan Guevarra, Carla P. Gomes, John M. Gregoire arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Knowledge  Adversarial  Action  Relation  Attention  Prediction  PDF
• 2021-06-03 Syntax-augmented Multilingual BERT for Cross-lingual Transfer    Wasi Uddin Ahmad, Haoran Li, Kai-Wei Chang, Yashar Mehdad arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Bert  Text_Classification  Classification  QA  PDF
• 2021-06-03 Language Embeddings for Typology and Cross-lingual Transfer Learning    Dian Yu, Taiqi He, Kenji Sagae arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Zero-Shot  Relation  Denoising  Inference  PDF
• 2021-06-03 Causality in Neural Networks -- An Extended Abstract    Abbavaram Gowtham Reddy arXiv_AI arXiv_AI  Transfer_Learning  Deep_Learning  PDF
• 2021-06-03 When Vision Transformers Outperform ResNets without Pretraining or Strong Data Augmentations    Xiangning Chen, Cho-Jui Hsieh, Boqing Gong arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Optimization  Sparse  Adversarial  Pose  Attention  Inference  PDF
• 2021-06-02 FedHealth 2: Weighted Federated Transfer Learning via Batch Normalization for Personalized Healthcare    Yiqiang Chen, Wang Lu, Jindong Wang, Xin Qin arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Pose  Attention  Medical  Activity  PDF
• 2021-06-02 MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education    Jia Tracy Shen, Michiharu Yamashita, Ethan Prihar, Neil Heffernan, Xintao Wu, Dongwon Lee arXiv_AI arXiv_AI  Transfer_Learning  Bert  Knowledge  Pose  Language_Model  Prediction  PDF
• 2021-06-01 Cooperative Multi-Agent Transfer Learning with Level-Adaptive Credit Assignment    Tianze Zhou, Fubiao Zhang, Kun Shao, Kai Li, Wenhan Huang, Jun Luo, Weixun Wang, Yaodong Yang, Hangyu Mao, Bin Wang, Dong Li, Wulong Liu, Jianye Hao arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Reinforcement_Learning  Knowledge  Pose  Attention  PDF
• 2021-06-01 OpenBox: A Generalized Black-box Optimization Service    Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Pose  Action  PDF
• 2021-06-01 Volta at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables using TAPAS and Transfer Learning    Devansh Gautam, Kshitij Gupta, Manish Shrivastava arXiv_CL arXiv_CL  Transfer_Learning  Bert  Classification  PDF
• 2021-06-01 Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble    Kshitij Gupta, Devansh Gautam, Radhika Mamidi arXiv_CV arXiv_CV  Transfer_Learning  Bert  Pose  Classification  Detection  PDF
• 2021-05-31 Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images    Mehdi Cherti, Jenia Jitsev arXiv_AI arXiv_AI  Transfer_Learning  Few-Shot  Medical  PDF
• 2021-05-31 Byakto Speech: Real-time long speech synthesis with convolutional neural network: Transfer learning from English to Bangla    Zabir Al Nazi, Sayed Mohammed Tasmimul Huda arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Pose  Deep_Learning  Speech_Recognition  CNN  PDF
• 2021-05-31 How transfer learning impacts linguistic knowledge in deep NLP models?    Nadir Durrani, Hassan Sajjad, Fahim Dalvi arXiv_CL arXiv_CL  Transfer_Learning  Bert  Knowledge  Language_Model  PDF
• 2021-05-31 Bounded logit attention: Learning to explain image classifiers    Thomas Baumhauer, Djordje Slijepcevic, Matthias Zeppelzauer arXiv_AI arXiv_AI  Transfer_Learning  Pose  Classification  Attention  CNN  Image_Classification  Prediction  PDF
• 2021-05-31 Transfer Learning for Sequence Generation: from Single-source to Multi-source    Xuancheng Huang, Jingfang Xu, Maosong Sun, Yang Liu arXiv_AI arXiv_AI  Transfer_Learning  Pose  Attention  Summarization  PDF
• 2021-05-31 Transfer Learning as an Enhancement for Reconfiguration Management of Cyber-Physical Production Systems    Benjamin Maschler, Timo Müller, Andreas Löcklin, Michael Weyrich arXiv_AI arXiv_AI  Transfer_Learning  Enhancement  Pose  PDF
• 2021-05-30 HIT: A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation    Ayan Sengupta, Sourabh Kumar Bhattacharjee, Tanmoy Chakraborty, Md Shad Akhtar arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Represenation_Learning  Pose  Relation  Attention  PDF
• 2021-05-30 NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation    Sungdong Kim, Minsuk Chang, Sang-Woo Lee arXiv_CL arXiv_CL  Tracking  Transfer_Learning  Zero-Shot  Knowledge  Pose  PDF
• 2021-05-28 Risk-Aware Transfer in Reinforcement Learning using Successor Features    Michael Gimelfarb, André Barreto, Scott Sanner, Chi-Guhn Lee arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  PDF
• 2021-05-28 Deep Learning for EEG Seizure Detection in Preterm Infants    Alison OShea, Rehan Ahmed, Gordon Lightbody, Sean Mathieson, Elena Pavlidis, Rhodri Lloyd, Francesco Pisani, Willian Marnane, Geraldine Boylan, Andriy Temko arXiv_AI arXiv_AI  Transfer_Learning  Deep_Learning  Detection  PDF
• 2021-05-28 A Survey on Anomaly Detection for Technical Systems using LSTM Networks    Benjamin Lindemann, Benjamin Maschler, Nada Sahlab, Michael Weyrich arXiv_AI arXiv_AI  Transfer_Learning  RNN  Memory_Networks  Survey  Detection  PDF
• 2021-05-28 A systematic review of transfer learning based approaches for diabetic retinopathy detection