Transfer_Learning

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 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 Burcu Oltu, Büşra Kübra Karaca, Hamit Erdem, Atilla Özgür arXiv_CV arXiv_CV Transfer_Learning Review Classification Detection Medical CNN Image_Classification PDF
2021-05-28 Transferable Deep Reinforcement Learning Framework for Autonomous Vehicles with Joint Radar-Data Communications Nguyen Quang Hieu, Dinh Thai Hoang, Dusit Niyato, Ping Wang, Dong In Kim, Chau Yuen arXiv_RO arXiv_RO Transfer_Learning Reinforcement_Learning Optimization Pose Detection Autonomous PDF
2021-05-28 FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning Minha Kim, Shahroz Tariq, Simon S. Woo arXiv_CV arXiv_CV Transfer_Learning Represenation_Learning Knowledge Pose Face Detection GAN PDF
2021-05-27 Generative Adversarial Imitation Learning for Empathy-based AI Pratyush Muthukumar, Karishma Muthukumar, Deepan Muthirayan, Pramod Khargonekar arXiv_CL arXiv_CL Transfer_Learning Reinforcement_Learning Adversarial Pose Emotion Face Action Sentiment Text_Generation Language_Model PDF
2021-05-27 A Modular and Transferable Reinforcement Learning Framework for the Fleet Rebalancing Problem Erotokritos Skordilis, Yi Hou, Charles Tripp, Matthew Moniot, Peter Graf, David Biagioni arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Pose Action PDF
2021-05-27 Using Early-Learning Regularization to Classify Real-World Noisy Data Alessio Galatolo, Alfred Nilsson, Roderick Karlemstrand, Yineng Wang arXiv_CV arXiv_CV Transfer_Learning Regularization Pose Action PDF
2021-05-27 Extremely low-resource machine translation for closely related languages Maali Tars, Andre Tättar, Mark Fišel arXiv_CL arXiv_CL Transfer_Learning PDF
2021-05-27 Investigating label suggestions for opinion mining in German Covid-19 social media Tilman Beck, Ji-Ung Lee, Christina Viehmann, Marcus Maurer, Oliver Quiring, Iryna Gurevych arXiv_CL arXiv_CL Transfer_Learning PDF
2021-05-26 Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI Ali Raza, Kim Phuc Tran, Ludovic Koehl, Shujun Li arXiv_AI arXiv_AI Transfer_Learning Pose Classification Deep_Learning Detection CNN PDF
2021-05-26 Calibrated prediction in and out-of-domain for state-of-the-art saliency modeling Akis Linardos, Matthias Kümmerer, Ori Press, Matthias Bethge arXiv_AI arXiv_AI Transfer_Learning Salient Prediction PDF
2021-05-26 Database Workload Characterization with Query Plan Encoders Debjyoti Paul, Jie Cao, Feifei Li, Vivek Srikumar arXiv_AI arXiv_AI Transfer_Learning Represenation_Learning Pose Classification Relation Prediction PDF
2021-05-25 TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search Yawen Duan, Xin Chen, Hang Xu, Zewei Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li arXiv_CV arXiv_CV NAS Transfer_Learning Knowledge Self-Supervised Pose Classification Prediction PDF
2021-05-25 Transfer Learning and Curriculum Learning in Sokoban Zhao Yang, Mike Preuss, Aske Plaat arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Knowledge Action Classification PDF
2021-05-25 AdaGCN:Adaptive Boosting Algorithm for Graph Convolutional Networks on Imbalanced Node Classification S. Shi, Kai Qiao, Shuai Yang, L. Wang, J. Chen, Bin Yan arXiv_CV arXiv_CV Transfer_Learning Pose Classification CNN PDF
2021-05-24 Pulmonary embolism identification in computerized tomography pulmonary angiography scans with deep learning technologies in COVID-19 patients Chairi Kiourt, Georgios Feretzakis, Konstantinos Dalamarinis, Dimitris Kalles, Georgios Pantos, Ioannis Papadopoulos, Spyros Kouris, George Ioannakis, Evangelos Loupelis, Aikaterini Sakagianni arXiv_CV arXiv_CV Transfer_Learning Classification Deep_Learning Detection Object_Detection CNN Image_Classification PDF
2021-05-24 Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning Hannah Kim, Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Kush Varshney arXiv_CV arXiv_CV Transfer_Learning Pose Classification Deep_Learning Detection Inference PDF
2021-05-23 Multi-Type-TD-TSR -- Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition: from OCR to Structured Table Representations Pascal Fischer, Alen Smajic, Alexander Mehler, Giuseppe Abrami arXiv_AI arXiv_AI Transfer_Learning Recognition OCR Optical_Character Deep_Learning Detection Attention PDF
2021-05-22 MIASSR: An Approach for Medical Image Arbitrary Scale Super-Resolution Jin Zhu, Chuan Tan, Junwei Yang, Guang Yang, Pietro Lio' arXiv_CV arXiv_CV Reconstruction Segmentation Transfer_Learning Enhancement Super_Resolution Adversarial Pose Deep_Learning GAN Medical PDF
2021-05-20 DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts using a Single Camera William McNally, Pascale Walters, Kanav Vats, Alexander Wong, John McPhee arXiv_AI arXiv_AI Transfer_Learning Pose Face Detection CNN PDF
2021-05-20 Covid-19 Detection from Chest X-ray and Patient Metadata using Graph Convolutional Neural Networks Thosini Bamunu Mudiyanselage, Nipuna Senanayake, Chunyan Ji, Yi Pan, Yanqing Zhang arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Action Classification Detection Relation Medical CNN PDF
2021-05-20 Generalized Few-Shot Object Detection without Forgetting Zhibo Fan, Yuchen Ma, Zeming Li, Jian Sun arXiv_CV arXiv_CV Transfer_Learning Knowledge Detection Few-Shot Object_Detection PDF
2021-05-19 Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight Ming Sun, Haoxuan Dou, Junjie Yan arXiv_CV arXiv_CV NAS Embedding Transfer_Learning Knowledge Classification Detection Object_Detection PDF
2021-05-19 Multiple Meta-model Quantifying for Medical Visual Question Answering Tuong Do, Binh X. Nguyen, Erman Tjiputra, Minh Tran, Quang D. Tran, Anh Nguyen arXiv_CV arXiv_CV Transfer_Learning Pose VQA Medical QA PDF
2021-05-18 Transfer learning approach to Classify the X-ray image that corresponds to corona disease Using ResNet50 pretrained by ChexNet Mahyar Bolhassani arXiv_CV arXiv_CV Transfer_Learning Classification Deep_Learning PDF
2021-05-17 Transfer Learning Enhanced Generative Adversarial Networks for Multi-Channel MRI Reconstruction Jun Lv, Guangyuan Li, Xiangrong Tong, Weibo Chen, Jiahao Huang, Chengyan Wang, Guang Yang arXiv_CV arXiv_CV Reconstruction Transfer_Learning Adversarial Deep_Learning GAN PDF
2021-05-17 Deep Metric Learning for Few-Shot Image Classification: A Selective Review Xiaoxu Li, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue arXiv_CV arXiv_CV Transfer_Learning Recognition Review Survey Classification Deep_Learning Few-Shot Image_Classification PDF
2021-05-17 Ensemble-based Transfer Learning for Low-resource Machine Translation Quality Estimation Ting-Wei Wu, Yung-An Hsieh, Yi-Chieh Liu arXiv_CL arXiv_CL Transfer_Learning Pose Relation PDF
2021-05-17 Dermoscopic Image Classification with Neural Style Transfer Yutong Li, Ruoqing Zhu, Annie Qu, Mike Yeh arXiv_CV arXiv_CV Transfer_Learning Style_Transfer Pose Classification Image_Classification PDF
2021-05-13 TransferI2I: Transfer Learning for Image-to-Image Translation from Small Datasets Yaxing Wang, Hector Laria Mantecon, Joost van de WeijerLaura Lopez-Fuentes, Bogdan Raducanu arXiv_CV arXiv_CV Transfer_Learning Pose Face GAN PDF
2021-05-13 TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning Sangyup Lee, Shahroz Tariq, Junyaup Kim, Simon S. Woo arXiv_CV arXiv_CV Transfer_Learning Weakly_Supervised Zero-Shot Pose Face Detection PDF
2021-05-12 Multilingual Offensive Language Identification for Low-resource Languages Tharindu Ranasinghe, Marcos Zampieri arXiv_AI arXiv_AI Embedding Transfer_Learning Speech GAN Prediction PDF
2021-05-12 Building a Question and Answer System for News Domain Sandipan Basu, Aravind Gaddala, Pooja Chetan, Garima Tiwari, Narayana Darapaneni, Sadwik Parvathaneni, Anwesh Reddy Paduri arXiv_AI arXiv_AI Transformer Embedding Transfer_Learning Bert RNN Attention PDF
2021-05-12 Could you give me a hint? Generating inference graphs for defeasible reasoning Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Eduard Hovy arXiv_AI arXiv_AI Transfer_Learning Inference PDF
2021-05-11 ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research Ozge Mercanoglu Sincan, Julio C. S. Jacques Junior, Sergio Escalera, Hacer Yalim Keles arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Face GAN PDF
2021-05-11 Knowledge Transfer across Imaging Modalities Via Simultaneous Learning of Adaptive Autoencoders for High-Fidelity Mobile Robot Vision Md Mahmudur Rahman, Tauhidur Rahman, Donghyun Kim, Mohammad Arif Ul Alam arXiv_RO arXiv_RO Transfer_Learning Recognition Knowledge Pose Face Classification Activity PDF
2021-05-11 Zero-Shot Reinforcement Learning on Graphs for Autonomous Exploration Under Uncertainty Fanfei Chen, Paul Szenher, Yewei Huang, Jinkun Wang, Tixiao Shan, Shi Bai, Brendan Englot arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning 3D Zero-Shot Knowledge Pose Action Autonomous PDF
2021-05-11 Separate but Together: Unsupervised Federated Learning for Speech Enhancement from Non-IID Data Efthymios Tzinis, Jonah Casebeer, Zhepei Wang, Paris Smaragdis arXiv_CL arXiv_CL Unsupervised Transfer_Learning Enhancement Speech Pose PDF
2021-05-10 Differentially Private Semi-Supervised Transfer Learning Mohit Kumar arXiv_AI arXiv_AI Transfer_Learning Optimization Pose PDF
2021-05-09 Preserving Privacy in Human-Motion Affect Recognition Matthew Malek-Podjaski, Fani Deligianni arXiv_CV arXiv_CV Transfer_Learning Recognition 3D Pose Emotion Quantitative PDF
2021-05-09 Dataset and Performance Comparison of Deep Learning Architectures for Plum Detection and Robotic Harvesting Jasper Brown, Salah Sukkarieh arXiv_CV arXiv_CV Transfer_Learning Deep_Learning Detection Object_Detection PDF
2021-05-09 Slash or burn: Power line and vegetation classification for wildfire prevention Austin Park, Farzaneh Rajabi, Ross Weber arXiv_AI arXiv_AI Transfer_Learning Knowledge Classification Drone CNN PDF
2021-05-08 Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning Benjamin Minixhofer, Milan Gritta, Ignacio Iacobacci arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Classification Inference Language_Model PDF
2021-05-08 Multilingual Approach to Joint Speech and Accent Recognition with DNN-HMM Framework Yizhou Peng, Jicheng Zhang, Haobo Zhang, Haihua Xu, Hao Huang, Eng Siong Chng arXiv_SD arXiv_SD Transfer_Learning Recognition Speech Pose Speech_Recognition PDF
2021-05-07 Self-Adaptive Transfer Learning for Multicenter Glaucoma Classification in Fundus Retina Images Yiming Bao, Jun Wang, Tong Li, Linyan Wang, Jianwei Xu, Juan Ye, Dahong Qian arXiv_CV arXiv_CV Reconstruction Transfer_Learning Pose Classification Deep_Learning PDF
2021-05-07 Few-Shot Learning for Image Classification of Common Flora Joshua Ball arXiv_CV arXiv_CV Transfer_Learning Classification Few-Shot CNN Image_Classification PDF
2021-05-07 GANTL: Towards Practical and Real-Time Topology Optimization with Conditional GANs and Transfer Learning Mohammad Mahdi Behzadi, Horea T. Ilies arXiv_AI arXiv_AI Transfer_Learning Optimization Knowledge Adversarial Pose Deep_Learning GAN Prediction PDF
2021-05-06 Adapting Monolingual Models: Data can be Scarce when Language Similarity is High Wietse de Vries, Martijn Bartelds, Malvina Nissim, Martijn Wieling arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Zero-Shot PDF
2021-05-06 Security Vulnerability Detection Using Deep Learning Natural Language Processing Noah Ziems, Shaoen Wu arXiv_AI arXiv_AI Transfer_Learning Pose Deep_Learning Detection PDF
2021-05-05 End-to-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings Soumi Maiti, Hakan Erdogan, Kevin Wilson, Scott Wisdom, Shinji Watanabe, John R. Hershey arXiv_SD arXiv_SD Embedding Transfer_Learning Speech Pose Attention CNN PDF
2021-05-05 Continual Learning on the Edge with TensorFlow Lite Giorgos Demosthenous, Vassilis Vassiliades arXiv_CV arXiv_CV Embedding Transfer_Learning Pose Face Deep_Learning PDF
2021-05-03 Sketches image analysis: Web image search engine usingLSH index and DNN InceptionV3 Alessio Schiavo, Filippo Minutella, Mattia Daole, Marsha Gomez Gomez arXiv_CV arXiv_CV Transfer_Learning Sketch Pose Action Relation CNN PDF
2021-05-03 Prediction of clinical tremor severity using Rank Consistent Ordinal Regression Li Zhang, Vijay Yadav, Vidya Koesmahargyo, Anzar Abbas, Isaac Galatzer-Levy arXiv_CV arXiv_CV Transfer_Learning Pose Quantitative Optical_Flow Prediction PDF
2021-05-03 One Model to Rule them All: Towards Zero-Shot Learning for Databases Benjamin Hilprecht, Carsten Binnig arXiv_AI arXiv_AI Transfer_Learning Zero-Shot PDF
2021-05-01 COVID-Net CXR-S: Deep Convolutional Neural Network for Severity Assessment of COVID-19 Cases from Chest X-ray Images Hossein Aboutalebi, Maya Pavlova, Mohammad Javad Shafiee, Ali Sabri, Amer Alaref, Alexander Wong arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Medical CNN PDF
2021-05-01 MRCBert: A Machine Reading ComprehensionApproach for Unsupervised Summarization Saurabh Jain, Guokai Tang, Lim Sze Chi arXiv_AI arXiv_AI Unsupervised Transfer_Learning Bert Review Summarization PDF
2021-05-01 A Deep Learning Framework for Lifelong Machine Learning Charles X. Ling, Tanner Bohn arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Deep_Learning Few-Shot PDF
2021-05-01 GistNet: a Geometric Structure Transfer Network for Long-Tailed Recognition Bo Liu, Haoxiang Li, Hao Kang, Gang Hua, Nuno Vasconcelos arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Few-Shot PDF
2021-04-30 Determining Chess Game State From an Image Georg Wölflein, Ognjen Arandjelović arXiv_CV arXiv_CV Transfer_Learning Recognition 3D Deep_Learning Few-Shot CNN Inference PDF
2021-04-30 Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input Convolitional Neural Networks Truc Nguyen, Franz Pernkopf arXiv_SD arXiv_SD Transfer_Learning Knowledge Classification Detection CNN PDF
2021-04-30 Cross-lingual hate speech detection based on multilingual domain-specific word embeddings Aymé Arango, Jorge Pérez, Barbara Poblete arXiv_AI arXiv_AI Embedding Transfer_Learning Knowledge Speech Pose Classification Detection PDF
2021-04-29 With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson, Pierre Sermanet, Andrew Zisserman arXiv_CV arXiv_CV Transfer_Learning Self-Supervised Contrastive_Learning Classification PDF
2021-04-28 Multi-Task Learning of Query Intent and Named Entities using Transfer Learning Shalin Shah, Ryan Siskind arXiv_CL arXiv_CL Transfer_Learning Recognition Bert Deep_Learning PDF
2021-04-28 A Deep Transfer Learning-based Edge Computing Method for Home Health Monitoring Abu Sufian, Changsheng You, Mianxiong Dong arXiv_CV arXiv_CV Transfer_Learning Pose CNN PDF
2021-04-28 Medical Transformer: Universal Brain Encoder for 3D MRI Analysis Eunji Jun, Seungwoo Jeong, Da-Woon Heo, Heung-Il Suk arXiv_AI arXiv_AI Transformer Segmentation Transfer_Learning 3D Self-Supervised Pose Classification Deep_Learning Relation Attention Medical Prediction PDF
2021-04-26 Evaluating the Values of Sources in Transfer Learning Md Rizwan Parvez, Kai-Wei Chang arXiv_CL arXiv_CL Transfer_Learning PDF
2021-04-26 Mutual Contrastive Learning for Visual Representation Learning Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu arXiv_CV arXiv_CV Transfer_Learning Recognition Represenation_Learning Knowledge Self-Supervised Contrastive_Learning Action Classification Few-Shot Image_Classification PDF
2021-04-26 Practical Transfer Learning for Bayesian Optimization Matthias Feurer, Benjamin Letham, Frank Hutter, Eytan Bakshy arXiv_AI arXiv_AI Transfer_Learning Optimization PDF
2021-04-24 Automatic Diagnosis of COVID-19 from CT Images using CycleGAN and Transfer Learning Navid Ghassemi, Afshin Shoeibi, Marjane Khodatars, Jonathan Heras, Alireza Rahimi, Assef Zare, Ram Bilas Pachori, J. Manuel Gorriz arXiv_CV arXiv_CV Transfer_Learning Adversarial GAN Medical PDF
2021-04-23 Deep Learning Based Assessment of Synthetic Speech Naturalness Gabriel Mittag, Sebastian Möller arXiv_AI arXiv_AI Transfer_Learning RNN Speech Pose Deep_Learning Prediction QA PDF
2021-04-23 Claim Detection in Biomedical Twitter Posts Amelie Wührl, Roman Klinger arXiv_CL arXiv_CL Embedding Transfer_Learning Bert Classification Detection Medical PDF
2021-04-23 DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised Data Shahin Amiriparian (1), Tobias Hübner (1), Maurice Gerczuk (1), Sandra Ottl (1), Björn W. Schuller (1,2) ((1) EIHW -- Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Germany, (2) GLAM -- Group on Language, Audio, and Music, Imperial College London, UK) arXiv_SD arXiv_SD Transfer_Learning Recognition Speech Pose Face Classification CNN Inference PDF
2021-04-22 Landmark-Aware and Part-based Ensemble Transfer Learning Network for Facial Expression Recognition from Static images Rohan Wadhawan, Tapan K. Gandhi arXiv_CV arXiv_CV Transfer_Learning Facial_Landmark Recognition Pose Face Classification CNN PDF
2021-04-20 Understanding Synonymous Referring Expressions via Contrastive Features Yi-Wen Chen, Yi-Hsuan Tsai, Ming-Hsuan Yang arXiv_CV arXiv_CV Transfer_Learning Pose PDF
2021-04-20 Efficient Online Transfer Learning for 3D Object Classification in Autonomous Driving Rui Yang, Zhi Yan, Tao Yang, Yassine Ruichek arXiv_RO arXiv_RO Transfer_Learning Point_Cloud 3D Pose Classification Detection Object_Detection Autonomous PDF
2021-04-20 An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI Rocío del Amor, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo arXiv_CV arXiv_CV Embedding Transfer_Learning Weakly_Supervised Pose Deep_Learning Attention Medical CNN Prediction PDF
2021-04-20 X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May arXiv_CL arXiv_CL Transfer_Learning Bert Zero-Shot Optimization Pose Attention PDF
2021-04-19 Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection Xu Guo, Boyang Li, Han Yu, Chunyan Miao arXiv_CL arXiv_CL Transfer_Learning Optimization Adversarial Pose Detection PDF
2021-04-19 A Quantile-based Approach for Hyperparameter Transfer Learning David Salinas, Huibin Shen, Valerio Perrone arXiv_CV arXiv_CV NAS Transfer_Learning Optimization Prediction PDF
2021-04-18 Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings Kan Xu, Xuanyi Zhao, Hamsa Bastani, Osbert Bastani arXiv_CL arXiv_CL Embedding Unsupervised Transfer_Learning Sparse Pose Prediction PDF
2021-04-18 On Training Sketch Recognizers for New Domains Kemal Tugrul Yesilbek, T. Metin Sezgin arXiv_CV arXiv_CV Transfer_Learning Recognition Sketch Pose Deep_Learning Attention PDF
2021-04-18 On the Strengths of Cross-Attention in Pretrained Transformers for Machine Translation Mozhdeh Gheini, Xiang Ren, Jonathan May arXiv_CL arXiv_CL Transformer Embedding Transfer_Learning Zero-Shot Attention PDF
2021-04-17 Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training Kuan-Hao Huang, Wasi Uddin Ahmad, Nanyun Peng, Kai-Wei Chang arXiv_CL arXiv_CL Embedding Transfer_Learning Bert Zero-Shot Text_Classification Adversarial Pose Classification Language_Model PDF
2021-04-17 Age Range Estimation using MTCNN and VGG-Face Model Dipesh Gyawali, Prashanga Pokharel, Ashutosh Chauhan, Subodh Chandra Shakya arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Face Face_Recognition CNN PDF
2021-04-16 AMMU -- A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan, Ajit Rajasekharan, Sivanesan Sangeetha arXiv_AI arXiv_AI Transformer Embedding Transfer_Learning Bert Self-Supervised Survey Medical Language_Model PDF
2021-04-16 What to Pre-Train on? Efficient Intermediate Task Selection Clifton Poth, Jonas Pfeiffer, Andreas Rücklé, Iryna Gurevych arXiv_CL arXiv_CL Embedding Transfer_Learning Pose Classification Few-Shot Language_Model PDF
2021-04-16 To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow arXiv_CL arXiv_CL Transfer_Learning Pose PDF
2021-04-16 MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah arXiv_CL arXiv_CL Transfer_Learning Recognition Pose Sentiment PDF
2021-04-15 Assessment of deep learning based blood pressure prediction from PPG and rPPG signals Fabian Schrumpf, Patrick Frenzel, Christoph Aust, Georg Osterhoff, Mirco Fuchs arXiv_CV arXiv_CV Transfer_Learning Deep_Learning Prediction PDF
2021-04-15 XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Sebastian Ruder, Noah Constant, Jan Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Graham Neubig, Melvin Johnson arXiv_AI arXiv_AI Transfer_Learning PDF
2021-04-15 Do Deep Neural Networks Forget Facial Action Units? -- Exploring the Effects of Transfer Learning in Health Related Facial Expression Recognition Pooja Prajod, Dominik Schiller, Tobias Huber, Elisabeth André arXiv_CV arXiv_CV Embedding Transfer_Learning Recognition Emotion Action Quantitative Attention CNN Prediction PDF
2021-04-13 Multilingual Transfer Learning for Code-Switched Language and Speech Neural Modeling Genta Indra Winata arXiv_CL arXiv_CL Embedding Transfer_Learning Knowledge Speech Pose Language_Model PDF
2021-04-13 Detecting Escalation Level from Speech with Transfer Learning and Acoustic-Lexical Information Fusion Ziang Zhou, Yanze Xu, Shilei Zhang, Ming Li arXiv_SD arXiv_SD Transfer_Learning Speech Pose Emotion Detection Activity PDF
2021-04-12 Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation Jordan J. Bird, Chloe M. Barnes, Luis J. Manso, Anikó Ekárt, Diego R. Faria arXiv_CV arXiv_CV Transfer_Learning Adversarial Classification GAN CNN Image_Classification PDF
2021-04-09 eGAN: Unsupervised approach to class imbalance using transfer learning Ademola Okerinde, Lior Shamir, William Hsu, Tom Theis, Nasik Nafi arXiv_AI arXiv_AI Unsupervised Transfer_Learning Knowledge Adversarial Pose Classification GAN Image_Classification Prediction PDF
2021-04-08 Grapheme-to-Phoneme Transformer Model for Transfer Learning Dialects Eric Engelhart, Mahsa Elyasi, Gaurav Bharaj arXiv_CL arXiv_CL Transformer Transfer_Learning RNN Speech Pose Attention PDF
2021-04-08 CutPaste: Self-Supervised Learning for Anomaly Detection and Localization Chun-Liang Li, Kihyuk Sohn, Jinsung Yoon, Tomas Pfister arXiv_CV arXiv_CV Transfer_Learning Self-Supervised Pose Detection Object_Detection PDF
2021-04-08 DenResCov-19: A deep transfer learning network for robust automatic classification of COVID-19, pneumonia, and tuberculosis from X-rays Michail Mamalakis, Andrew J. Swift, Bart Vorselaars, Surajit Ray, Simonne Weeks, Weiping Ding, Richard H. Clayton, Louise S. Mackenzie, Abhirup Banerjee arXiv_CV arXiv_CV Transfer_Learning Pose Classification Medical CNN PDF
2021-04-08 A transfer-learning approach for lesion detection in endoscopic images from the urinary tract Jorge F. Lazo, Sara Moccia, Aldo Marzullo, Michele Catellani, Ottavio De Cobelli, Benoit Rosa, Michel de Mathelin, Elena De Momi arXiv_CV arXiv_CV Transfer_Learning Detection CNN PDF
2021-04-08 Post-Hoc Domain Adaptation via Guided Data Homogenization Kurt Willis, Luis Oala arXiv_AI arXiv_AI Transfer_Learning Pose Deep_Learning PDF
2021-04-08 Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings Leonardo Pepino, Pablo Riera, Luciana Ferrer arXiv_SD arXiv_SD Embedding Transfer_Learning Recognition Speech Pose Emotion Deep_Learning Speech_Recognition PDF
2021-04-07 Analysis Towards Classification of Infection and Ischaemia of Diabetic Foot Ulcers Moi Hoon Yap, Bill Cassidy, Joseph M. Pappachan, Claire O'Shea, David Gillespie, Neil Reeves arXiv_CV arXiv_CV Transfer_Learning Recognition Classification Deep_Learning PDF
2021-04-07 Affordance Transfer Learning for Human-Object Interaction Detection Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao arXiv_CV arXiv_CV Transfer_Learning Pose Action Detection PDF
2021-04-06 Efficient transfer learning for NLP with ELECTRA François Mercier arXiv_AI arXiv_AI Transfer_Learning PDF
2021-04-06 Comparing Transfer and Meta Learning Approaches on a Unified Few-Shot Classification Benchmark Vincent Dumoulin, Neil Houlsby, Utku Evci, Xiaohua Zhai, Ross Goroshin, Sylvain Gelly, Hugo Larochelle arXiv_CV arXiv_CV Transfer_Learning Classification Few-Shot PDF
2021-04-06 CodeTrans: Towards Cracking the Language of Silicone's Code Through Self-Supervised Deep Learning and High Performance Computing Ahmed Elnaggar, Wei Ding, Llion Jones, Tom Gibbs, Tamas Feher, Christoph Angerer, Silvia Severini, Florian Matthes, Burkhard Rost arXiv_AI arXiv_AI Transformer Transfer_Learning Self-Supervised Deep_Learning PDF
2021-04-06 Hypothesis-driven Stream Learning with Augmented Memory Mengmi Zhang, Rohil Badkundri, Morgan B. Talbot, Gabriel Kreiman arXiv_AI arXiv_AI Transfer_Learning Recognition Knowledge Pose Classification Image_Classification PDF
2021-04-05 A Concise Review of Transfer Learning Abolfazl Farahani, Behrouz Pourshojae, Khaled Rasheed, Hamid R. Arabnia arXiv_AI arXiv_AI Transfer_Learning Knowledge Review Survey PDF
2021-04-05 SpeechStew: Simply Mix All Available Speech Recognition Data to Train One Large Neural Network William Chan, Daniel Park, Chris Lee, Yu Zhang, Quoc Le, Mohammad Norouzi arXiv_CL arXiv_CL Transfer_Learning Recognition Speech Speech_Recognition Language_Model PDF
2021-04-05 Acted vs. Improvised: Domain Adaptation for Elicitation Approaches in Audio-Visual Emotion Recognition Haoqi Li, Yelin Kim, Cheng-Hao Kuo, Shrikanth Narayanan arXiv_AI arXiv_AI Transfer_Learning Recognition Knowledge Emotion PDF
2021-04-04 TATL: Task Agnostic Transfer Learning for Skin Attributes Detection Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Detection Medical PDF
2021-04-04 Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification Shengcai Liao, Ling Shao arXiv_CV arXiv_CV Person_Re-identification Transfer_Learning Represenation_Learning Pose Re-identification QA Matching PDF
2021-04-03 Few-Shot Keyword Spotting in Any Language Mark Mazumder, Colby Banbury, Josh Meyer, Pete Warden, Vijay Janapa Reddi arXiv_CL arXiv_CL Embedding Transfer_Learning Speech Action Classification Few-Shot PDF
2021-04-02 Using GPT-2 to Create Synthetic Data to Improve the Prediction Performance of NLP Machine Learning Classification Models Dewayne Whitfield arXiv_CL arXiv_CL Transformer Transfer_Learning Review Pose Classification CNN Prediction PDF
2021-04-02 On the Pitfalls of Learning with Limited Data: A Facial Expression Recognition Case Study Miguel Rodríguez Santander, Juan Hernández Albarracín, Adín Ramírez Rivera arXiv_CV arXiv_CV Transfer_Learning Recognition Classification Deep_Learning Video_Classification PDF
2021-04-01 A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification Jong-Chyi Su, Zezhou Cheng, Subhransu Maji arXiv_CV arXiv_CV Transfer_Learning Pose Classification PDF
2021-04-01 Evidence-based Verification for Real World Information Needs James Thorne, Max Glockner, Gisela Vallejo, Andreas Vlachos, Iryna Gurevych arXiv_AI arXiv_AI Transfer_Learning Recognition Pose Action Classification PDF
2021-04-01 Low-Resource Neural Machine Translation for South-Eastern African Languages Evander Nyoni, Bruce A. Bassett arXiv_CL arXiv_CL Transfer_Learning Zero-Shot PDF
2021-03-31 Drowsiness Detection Based On Driver Temporal Behavior Using a New Developed Dataset Farnoosh Faraji, Faraz Lotfi, Javad Khorramdel, Ali Najafi, Ali Ghaffari arXiv_CV arXiv_CV Transfer_Learning RNN Pose Classification Detection CNN PDF
2021-03-31 Zero-Shot Language Transfer vs Iterative Back Translation for Unsupervised Machine Translation Aviral Joshi, Chengzhi Huang, Har Simrat Singh arXiv_AI arXiv_AI Unsupervised Transfer_Learning Zero-Shot PDF
2021-03-31 LIFT-SLAM: a deep-learning feature-based monocular visual SLAM method Hudson M. S. Bruno, Esther L. Colombini arXiv_AI arXiv_AI Transfer_Learning Pose SLAM Deep_Learning PDF
2021-03-31 PhyAug: Physics-Directed Data Augmentation for Deep Sensing Model Transfer in Cyber-Physical Systems Wenjie Luo, Zhenyu Yan, Qun Song, Rui Tan arXiv_SD arXiv_SD Transfer_Learning Recognition Speech Pose Deep_Learning Speech_Recognition PDF
2021-03-31 Causal Reasoning in Simulation for Structure and Transfer Learning of Robot Manipulation Policies Timothy E. Lee, Jialiang Zhao, Amrita S. Sawhney, Siddharth Girdhar, Oliver Kroemer arXiv_RO arXiv_RO Transfer_Learning Zero-Shot Action PDF
2021-03-30 SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification Zijian Hu, Zhengyu Yang, Xuefeng Hu, Ram Nevatia arXiv_CV arXiv_CV Unsupervised Transfer_Learning Pose Classification Relation PDF
2021-03-30 Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data Oscar Mañas, Alexandre Lacoste, Xavier Giro-i-Nieto, David Vazquez, Pau Rodriguez arXiv_CV arXiv_CV Unsupervised Transfer_Learning Self-Supervised Pose Deep_Learning PDF
2021-03-30 Benchmarking Representation Learning for Natural World Image Collections Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge Belongie, Oisin Mac Aodha arXiv_CV arXiv_CV Tracking Transfer_Learning Represenation_Learning Self-Supervised Classification PDF
2021-03-30 Automated Cleanup of the ImageNet Dataset by Model Consensus, Explainability and Confident Learning Csaba Kertész arXiv_CV arXiv_CV Transfer_Learning CNN PDF
2021-03-30 A resource-efficient method for repeated HPO and NAS problems Giovanni Zappella, David Salinas, Cédric Archambeau arXiv_AI arXiv_AI NAS Transfer_Learning Pose PDF
2021-03-29 Robust Audio-Visual Instance Discrimination Pedro Morgado, Ishan Misra, Nuno Vasconcelos arXiv_CV arXiv_CV Transfer_Learning Recognition Self-Supervised Pose Contrastive_Learning Action_Recognition Action Relation PDF
2021-03-28 Imponderous Net for Facial Expression Recognition in the Wild Darshan Gera, S. Balasubramanian arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Face Deep_Learning Attention Inference PDF
2021-03-26 Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning Models Dominik Müller, Iñaki Soto-Rey, Frank Kramer arXiv_AI arXiv_AI Transfer_Learning Pose Deep_Learning Detection CNN Prediction PDF
2021-03-26 Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings Adrian Wolny, Qin Yu, Constantin Pape, Anna Kreshuk arXiv_CV arXiv_CV Segmentation Embedding Transfer_Learning 3D Sparse Self-Supervised Pose Medical PDF
2021-03-25 OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations Yang Tan, Yang Li, Shao-Lun Huang arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Classification Relation PDF
2021-03-25 Spirit Distillation: Precise Real-time Prediction with Insufficient Data Zhiyuan Wu, Hong Qi, Yu Jiang, Chupeng Cui, Zongmin Yang, Xinhui Xue arXiv_AI arXiv_AI Segmentation Transfer_Learning Enhancement Recognition Knowledge Pose Action Few-Shot Autonomous Prediction PDF
2021-03-24 Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types Thomas Mensink, Jasper Uijlings, Alina Kuznetsova, Michael Gygli, Vittorio Ferrari arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Knowledge Classification Detection Object_Detection Image_Classification Autonomous Recommendation PDF
2021-03-24 Transfer Learning for Piano Sustain-Pedal Detection Beici Liang, György Fazekas, Mark Sandler arXiv_SD arXiv_SD Transfer_Learning Knowledge Pose Deep_Learning Detection CNN PDF
2021-03-24 UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark Nicholas Lourie, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi arXiv_CL arXiv_CL Transfer_Learning Knowledge Knowledge_Graph Pose Language_Model QA PDF
2021-03-23 The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures Sushant Singh, Ausif Mahmood arXiv_CL arXiv_CL Transformer Quantization Transfer_Learning Bert Knowledge Action Deep_Learning Attention Inference Language_Model PDF
2021-03-23 Scaling Local Self-Attention For Parameter Efficient Visual Backbones Ashish Vaswani, Prajit Ramachandran, Aravind Srinivas, Niki Parmar, Blake Hechtman, Jonathon Shlens arXiv_CV arXiv_CV Segmentation Transfer_Learning Pose Action Classification Detection Object_Detection Attention CNN Inference PDF
2021-03-23 GISE-51: A scalable isolated sound events dataset Sarthak Yadav, Mary Ellen Foster arXiv_SD arXiv_SD Transfer_Learning Recognition CNN PDF
2021-03-22 Channel Scaling: A Scale-and-Select Approach for Transfer Learning Ken C. L. Wong, Satyananda Kashyap, Mehdi Moradi arXiv_CV arXiv_CV Transfer_Learning Regularization Pose Medical CNN PDF
2021-03-22 MasakhaNER: Named Entity Recognition for African Languages David Ifeoluwa Adelani, Jade Abbott, Graham Neubig, Daniel D'souza, Julia Kreutzer, Constantine Lignos, Chester Palen-Michel, Happy Buzaaba, Shruti Rijhwani, Sebastian Ruder, Stephen Mayhew, Israel Abebe Azime, Shamsuddeen Muhammad, Chris Chinenye Emezue, Joyce Nakatumba-Nabende, Perez Ogayo, Anuoluwapo Aremu, Catherine Gitau, Derguene Mbaye, Jesujoba Alabi, Seid Muhie Yimam, Tajuddeen Gwadabe, Ignatius Ezeani, Rubungo Andre Niyongabo, Jonathan Mukiibi, Verrah Otiende, Iroro Orife, Davis David, Samba Ngom, Tosin Adewumi, Paul Rayson, Mofetoluwa Adeyemi, Gerald Muriuki, Emmanuel Anebi, Chiamaka Chukwuneke, Nkiruka Odu, Eric Peter Wairagala, Samuel Oyerinde, Clemencia Siro, Tobius Saul Bateesa, Temilola Oloyede, Yvonne Wambui, Victor Akinode, Deborah Nabagereka, Maurice Katusiime, Ayodele Awokoya, et al. (15 additional authors not shown) arXiv_AI arXiv_AI Transfer_Learning Recognition Pose PDF
2021-03-22 Predicting brain-age from raw T 1 -weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks Lukas Fisch, Jan Ernsting, Nils R. Winter, Vincent Holstein, Ramona Leenings, Marie Beisemann, Kelvin Sarink, Daniel Emden, Nils Opel, Ronny Redlich, Jonathan Repple, Dominik Grotegerd, Susanne Meinert, Niklas Wulms, Heike Minnerup, Jochen G. Hirsch, Thoralf Niendorf, Beate Endemann, Fabian Bamberg, Thomas Kröncke, Annette Peters, Robin Bülow, Henry Völzke, Oyunbileg von Stackelberg, Ramona Felizitas Sowade, Lale Umutlu, Börge Schmidt, Svenja Caspers, German National Cohort Study Center Consortium, Harald Kugel, Bernhard T. Baune, Tilo Kircher, Benjamin Risse, Udo Dannlowski, Klaus Berger, Tim Hahn arXiv_CV arXiv_CV Transfer_Learning 3D CNN Prediction PDF
2021-03-22 Intra-Inter Camera Similarity for Unsupervised Person Re-Identification Shiyu Xuan, Shiliang Zhang arXiv_AI arXiv_AI Person_Re-identification Unsupervised Transfer_Learning Pose Classification Re-identification PDF
2021-03-22 Transfer Learning with Ensembles of Deep Neural Networks for Skin Cancer Classification in Imbalanced Data Sets Aqsa Saeed Qureshi, Teemu Roos arXiv_CV arXiv_CV Transfer_Learning Pose Classification Medical CNN PDF
2021-03-21 A Modular and Unified Framework for Detecting and Localizing Video Anomalies Keval Doshi, Yasin Yilmaz arXiv_CV arXiv_CV Transfer_Learning Pose Detection Object_Detection Attention PDF
2021-03-20 Visualization of Deep Transfer Learning In SAR Imagery Abu Md Niamul Taufique, Navya Nagananda, Andreas Savakis arXiv_CV arXiv_CV Surveillance Transfer_Learning Prediction PDF
2021-03-19 A first step towards automated species recognition from camera trap images of mammals using AI in a European temperate forest Mateusz Choinski, Mateusz Rogowski, Piotr Tynecki, Dries P.J. Kuijper, Marcin Churski, Jakub W. Bubnicki arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Classification Deep_Learning Detection Object_Detection GAN PDF
2021-03-19 Efficient Visual Pretraining with Contrastive Detection Olivier J. Hénaff, Skanda Koppula, Jean-Baptiste Alayrac, Aaron van den Oord, Oriol Vinyals, João Carreira arXiv_CV arXiv_CV Transfer_Learning Self-Supervised Detection PDF
2021-03-19 SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems Yuxuan Chen, Jiangshan Zhang, Xuejing Yuan, Shengzhi Zhang, Kai Chen, Xiaofeng Wang, Shanqing Guo arXiv_SD arXiv_SD Transfer_Learning Recognition Knowledge Adversarial Speech Pose Action Speech_Recognition PDF
2021-03-18 Domain Generalization using Ensemble Learning Yusuf Mesbah, Youssef Youssry Ibrahim, Adil Mehood Khan arXiv_AI arXiv_AI Transfer_Learning Knowledge Deep_Learning Prediction PDF
2021-03-18 Constructive and Toxic Speech Detection for Open-domain Social Media Comments in Vietnamese Luan Thanh Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen arXiv_AI arXiv_AI Transfer_Learning Bert Speech Pose Detection PDF
2021-03-17 Towards Few-Shot Fact-Checking via Perplexity Nayeon Lee, Yejin Bang, Andrea Madotto, Madian Khabsa, Pascale Fung arXiv_CL arXiv_CL Transfer_Learning Pose Few-Shot Attention Language_Model PDF
2021-03-15 Siamese Network Features for Endoscopy Image and Video Localization Mohammad Reza Mohebbian, Seyed Shahim Vedaei, Khan A. Wahid, Paul Babyn arXiv_AI arXiv_AI Transfer_Learning Pose Deep_Learning Detection Summarization CNN PDF
2021-03-15 Improving Generalization of Transfer Learning Across Domains Using Spatio-Temporal Features in Autonomous Driving Shivam Akhauri, Laura Zheng, Tom Goldstein, Ming Lin arXiv_CV arXiv_CV Transfer_Learning RNN Salient Pose Quantitative Classification Autonomous PDF
2021-03-11 Unsupervised Transfer Learning in Multilingual Neural Machine Translation with Cross-Lingual Word Embeddings Carlos Mullov, Ngoc-Quan Pham, Alexander Waibel arXiv_CL arXiv_CL Embedding Unsupervised Transfer_Learning NMT PDF
2021-03-11 Does the Magic of BERT Apply to Medical Code Assignment? A Quantitative Study Shaoxiong Ji, Matti Hölttä, Pekka Marttinen arXiv_CL arXiv_CL Unsupervised Transfer_Learning Bert Pose Action Quantitative Attention Medical Language_Model Prediction PDF
2021-03-11 MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng arXiv_CL arXiv_CL Transfer_Learning Summarization PDF
2021-03-10 Energy Decay Network Jamie Nicholas Shelley, Optishell Consultancy arXiv_AI arXiv_AI Transfer_Learning PDF
2021-03-10 EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition Maurice Gerczuk, Shahin Amiriparian, Sandra Ottl, Björn Schuller arXiv_SD arXiv_SD Transfer_Learning Recognition Speech Emotion Face PDF
2021-03-10 A Study of Face Obfuscation in ImageNet Kaiyu Yang, Jacqueline Yau, Li Fei-Fei, Jia Deng, Olga Russakovsky arXiv_CV arXiv_CV Transfer_Learning Recognition Face Classification Detection Object_Detection PDF
2021-03-10 Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones Cheng Cui, Ruoyu Guo, Yuning Du, Dongliang He, Fu Li, Zewu Wu, Qiwen Liu, Shilei Wen, Jizhou Huang, Xiaoguang Hu, Dianhai Yu, Errui Ding, Yanjun Ma arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Knowledge Pose Detection Object_Detection Prediction PDF
2021-03-08 AfriVEC: Word Embedding Models for African Languages. Case Study of Fon and Nobiin Bonaventure F. P. Dossou, Mohammed Sabry arXiv_AI arXiv_AI Embedding Transfer_Learning Knowledge Relation Language_Model PDF
2021-03-07 Deepfake Videos in the Wild: Analysis and Detection Jiameng Pu, Neal Mangaokar, Lauren Kelly, Parantapa Bhattacharya, Kavya Sundaram, Mobin Javed, Bolun Wang, Bimal Viswanath arXiv_CV arXiv_CV Transfer_Learning Knowledge Detection PDF
2021-03-06 Multitasking Deep Learning Model for Detection of Five Stages of Diabetic Retinopathy Sharmin Majumder, Nasser Kehtarnavaz arXiv_CV arXiv_CV Transfer_Learning Pose Classification Deep_Learning Detection PDF
2021-03-05 VIPriors 1: Visual Inductive Priors for Data-Efficient Deep Learning Challenges Robert-Jan Bruintjes, Attila Lengyel, Marcos Baptista Rios, Osman Semih Kayhan, Jan van Gemert arXiv_CV arXiv_CV Transfer_Learning Action Deep_Learning PDF
2021-03-05 Liver Fibrosis and NAS scoring from CT images using self-supervised learning and texture encoding Ananya Jana, Hui Qu, Carlos D. Minacapelli, Carolyn Catalano, Vinod Rustgi, Dimitris Metaxas arXiv_CV arXiv_CV Transfer_Learning Self-Supervised Pose Activity PDF
2021-03-05 NemaNet: A convolutional neural network model for identification of nematodes soybean crop in brazil Andre da Silva Abade, Lucas Faria Porto, Paulo Afonso Ferreira, Flavio de Barros Vidal arXiv_AI arXiv_AI Transfer_Learning Recognition Knowledge Pose Classification CNN PDF
2021-03-05 Use of Transfer Learning and Wavelet Transform for Breast Cancer Detection Ahmed Rasheed, Muhammad Shahzad Younis, Junaid Qadir, Muhammad Bilal arXiv_AI arXiv_AI Segmentation Transfer_Learning Pose Deep_Learning Detection PDF
2021-03-05 Transfer Learning based Speech Affect Recognition in Urdu Sara Durrani, Muhammad Umair Arshad arXiv_AI arXiv_AI Transfer_Learning Recognition Knowledge Speech PDF
2021-03-04 A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models Iurii Mokrii, Leonid Boytsov, Pavel Braslavski arXiv_CL arXiv_CL Transfer_Learning Bert Zero-Shot Few-Shot PDF
2021-03-04 Contrastive Learning Meets Transfer Learning: A Case Study In Medical Image Analysis Yuzhe Lu, Aadarsh Jha, Yuankai Huo arXiv_CV arXiv_CV Transfer_Learning Knowledge Contrastive_Learning Medical PDF
2021-03-04 Automated Detection of Coronary Artery Stenosis in X-ray Angiography using Deep Neural Networks Dinis L. Rodrigues, Miguel Nobre Menezes, Fausto J. Pinto, Arlindo L. Oliveira arXiv_CV arXiv_CV Transfer_Learning Pose Quantitative Classification Detection CNN PDF
2021-03-04 End-to-end acoustic modelling for phone recognition of young readers Lucile Gelin, Morgane Daniel, Julien Pinquier, Thomas Pellegrini arXiv_SD arXiv_SD Transformer Transfer_Learning Recognition Speech Classification Attention PDF
2021-03-04 Transfer learning from High-Resource to Low-Resource Language Improves Speech Affect Recognition Classification Accuracy Sara Durrani, Umair Arshad arXiv_AI arXiv_AI Transfer_Learning Recognition Speech Emotion Classification PDF
2021-03-04 Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings Lili Chen, Kimin Lee, Aravind Srinivas, Pieter Abbeel arXiv_CV arXiv_CV Embedding Transfer_Learning Reinforcement_Learning CNN PDF
2021-03-03 Domain Generalization: A Survey Kaiyang Zhou, Ziwei Liu, Yu Qiao, Tao Xiang, Chen Change Loy arXiv_AI arXiv_AI Segmentation Person_Re-identification Transfer_Learning Recognition Review Survey Action_Recognition Action Re-identification PDF
2021-03-03 Learning Invariant Representations across Domains and Tasks Jindong Wang, Wenjie Feng, Chang Liu, Chaohui Yu, Mingxuan Du, Renjun Xu, Tao Qin, Tie-Yan Liu arXiv_CV arXiv_CV Unsupervised Transfer_Learning Knowledge Adversarial Pose Classification Image_Classification PDF
2021-03-03 Adaptive Consistency Regularization for Semi-Supervised Transfer Learning Abulikemu Abuduweili, Xingjian Li, Humphrey Shi, Cheng-Zhong Xu, Dejing Dou arXiv_CV arXiv_CV Transfer_Learning Regularization Knowledge Pose PDF
2021-03-02 SoundCLR: Contrastive Learning of Representations For Improved Environmental Sound Classification Alireza Nasiri, Jianjun Hu arXiv_SD arXiv_SD Transfer_Learning Recognition Speech Pose Contrastive_Learning Classification PDF
2021-03-02 TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning Bingyan Liu, Yifeng Cai, Yao Guo, Xiangqun Chen arXiv_CV arXiv_CV Transfer_Learning Pose PDF
2021-03-02 AdeNet: Deep learning architecture that identifies damaged electrical insulators in power lines Ademola Okerinde, Lior Shamir, William Hsu, Tom Theis arXiv_AI arXiv_AI Transfer_Learning Deep_Learning PDF
2021-03-01 Deep Bag-of-Sub-Emotions for Depression Detection in Social Media Juan S. Lara, Mario Ezra Aragon, Fabio A. Gonzalez, Manuel Montes-y-Gomez arXiv_CL arXiv_CL Transfer_Learning Pose Emotion Deep_Learning Detection PDF
2021-02-27 Scalable Causal Transfer Learning Mohammad Ali Javidian, Om Pandey, Pooyan Jamshidi arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Inference PDF
2021-02-26 Scalable Multiagent Driving Policies For Reducing Traffic Congestion Jiaxun Cui, William Macke, Harel Yedidsion, Aastha Goyal, Daniel Urielli, Peter Stone arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Pose Action Autonomous PDF
2021-02-26 Multi-task transfer learning for finding actionable information from crisis-related messages on social media Congcong Wang, David Lillis arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Pose Action Classification Prediction PDF
2021-02-25 PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning Nasi Jofche, Kostadin Mishev, Riste Stojanov, Milos Jovanovik, Dimitar Trajanov arXiv_CL arXiv_CL Transfer_Learning Recognition Bert Text_Classification Knowledge Knowledge_Graph Pose Action Classification Deep_Learning Relation PDF
2021-02-25 FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation Yuhang Zang, Chen Huang, Chen Change Loy arXiv_CV arXiv_CV Segmentation Transfer_Learning Pose Classification PDF
2021-02-25 Application of Transfer Learning to Sign Language Recognition using an Inflated 3D Deep Convolutional Neural Network Roman Töngi arXiv_CV arXiv_CV Transfer_Learning Recognition 3D Deep_Learning CNN PDF
2021-02-25 Web Table Classification based on Visual Features Babette Bühler, Heiko Paulheim arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Action Classification Relation CNN Image_Classification PDF
2021-02-24 Generalized and Transferable Patient Language Representation for Phenotyping with Limited Data Yuqi Si, Elmer V Bernstam, Kirk Roberts arXiv_CL arXiv_CL Transfer_Learning Represenation_Learning Pose Medical PDF
2021-02-24 'Train one, Classify one, Teach one' -- Cross-surgery transfer learning for surgical step recognition Daniel Neimark, Omri Bar, Maya Zohar, Gregory D. Hager, Dotan Asselmann arXiv_AI arXiv_AI Transfer_Learning Recognition Self-Supervised Pose PDF
2021-02-23 A Novel Deep Learning Method for Textual Sentiment Analysis Hossein Sadr, Mozhdeh Nazari Solimandarabi, Mir Mohsen Pedram, Mohammad Teshnehlab arXiv_CL arXiv_CL Transfer_Learning Knowledge Pose Classification Deep_Learning Sentiment Attention CNN PDF
2021-02-23 Classification of Breast Cancer Lesions in Ultrasound Images by using Attention Layer and loss Ensembles in Deep Convolutional Neural Networks Elham Yousef Kalaf, Ata Jodeiri, Seyed Kamaledin Setarehdan, Ng Wei Lin, Kartini Binti Rahman, Nur Aishah Taib, Sarinder Kaur Dhillon arXiv_CV arXiv_CV Transfer_Learning Pose Classification Attention CNN PDF
2021-02-23 Comparative evaluation of CNN architectures for Image Caption Generation Sulabh Katiyar, Samir Kumar Borgohain arXiv_CV arXiv_CV Image_Caption Transfer_Learning Recognition Knowledge Action Deep_Learning Attention Caption CNN PDF
2021-02-23 Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Zeyu Xie, Kai Yu arXiv_SD arXiv_SD Transfer_Learning Scene_Classification Represenation_Learning Pose Classification Relation Caption PDF
2021-02-22 Investigating Deep Neural Structures and their Interpretability in the Domain of Voice Conversion Samuel J. Broughton, Md Asif Jalal, Roger K. Moore arXiv_SD arXiv_SD Transfer_Learning Adversarial Speech GAN PDF
2021-02-22 EEV: A Large-Scale Dataset for Studying Evoked Expressions from Video Jennifer J. Sun, Ting Liu, Alan S. Cowen, Florian Schroff, Hartwig Adam, Gautam Prasad arXiv_CV arXiv_CV Transfer_Learning Recognition Video_Caption Action Recommendation PDF
2021-02-22 LogME: Practical Assessment of Pre-trained Models for Transfer Learning Kaichao You, Yong Liu, Mingsheng Long, Jianmin Wang arXiv_AI arXiv_AI Unsupervised Transfer_Learning Pose Classification PDF
2021-02-22 RUBERT: A Bilingual Roman Urdu BERT Using Cross Lingual Transfer Learning Usama Khalid, Mirza Omer Beg, Muhammad Umair Arshad arXiv_CL arXiv_CL Transfer_Learning Bert Pose Language_Model PDF
2021-02-22 Bilingual Language Modeling, A transfer learning technique for Roman Urdu Usama Khalid, Mirza Omer Beg, Muhammad Umair Arshad arXiv_CL arXiv_CL Transfer_Learning Pose Language_Model PDF
2021-02-22 ReINTEL Challenge 2020: Exploiting Transfer Learning Modelsfor Reliable Intelligence Identification on Vietnamese Social Network Sites Kim Thi-Thanh Nguyen, Kiet Nguyen Van arXiv_CL arXiv_CL Transfer_Learning Bert Speech Pose GAN PDF
2021-02-21 Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised Learning Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang arXiv_CV arXiv_CV Image_Caption Transfer_Learning Restoration Self-Supervised Pose Classification Deep_Learning Medical PDF
2021-02-21 Tchebichef Transform Domain-based Deep Learning Architecture for Image Super-resolution Ahlad Kumar, Harsh Vardhan Singh arXiv_CV arXiv_CV Transfer_Learning Super_Resolution Pose Deep_Learning Medical CNN PDF
2021-02-20 Versatile and Robust Transient Stability Assessment via Instance Transfer Learning Seyedali Meghdadi, Guido Tack, Ariel Liebman, Nicolas Langrené, Christoph Bergmeir arXiv_AI arXiv_AI Transfer_Learning Knowledge Prediction PDF
2021-02-19 Intrinsically Motivated Open-Ended Multi-Task Learning Using Transfer Learning to Discover Task Hierarchy Nicolas Duminy (Lab-STICC), Sao Mai Nguyen (U2IS), Junshuai Zhu (IMT Atlantique), Dominique Duhaut (UBS), Jerome Kerdreux (Lab-STICC) arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Knowledge Pose Action Relation GAN PDF
2021-02-19 An Empirical Study on Measuring the Similarity of Sentential Arguments with Language Model Domain Adaptation ChaeHun Park, Sangwoo Seo arXiv_CL arXiv_CL Unsupervised Transfer_Learning Self-Supervised Face Relation Language_Model PDF
2021-02-18 Meta-Transfer Learning for Low-Resource Abstractive Summarization Yi-Syuan Chen, Hong-Han Shuai arXiv_CL arXiv_CL Transfer_Learning Knowledge Pose Summarization PDF
2021-02-17 ConTraKG: Contrastive-based Transfer Learning for Visual Object Recognition using Knowledge Graphs Sebastian Monka, Lavdim Halilaj, Stefan Schmid, Achim Rettinger arXiv_AI arXiv_AI Embedding Transfer_Learning Recognition Knowledge Knowledge_Graph Pose Face Deep_Learning PDF
2021-02-17 End-to-end lyrics Recognition with Voice to Singing Style Transfer Sakya Basak, Shrutina Agarwal, Sriram Ganapathy, Naoya Takahashi arXiv_SD arXiv_SD Transfer_Learning Style_Transfer Recognition Speech Pose Contour Language_Model PDF
2021-02-17 Ensemble Transfer Learning of Elastography and B-mode Breast Ultrasound Images Sampa Misra, Seungwan Jeon, Ravi Managuli, Seiyon Lee, Gyuwon Kim, Seungchul Lee, Richard G Barr, Chulhong Kim arXiv_AI arXiv_AI Transfer_Learning Pose Deep_Learning Detection Medical PDF
2021-02-16 Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He arXiv_CL arXiv_CL Transfer_Learning Knowledge Pose Attention Medical Language_Model QA PDF
2021-02-16 Instance Localization for Self-supervised Detection Pretraining Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin arXiv_CV arXiv_CV Transfer_Learning Self-Supervised Pose Classification Detection Object_Detection Image_Classification PDF
2021-02-16 Boosting Deep Transfer Learning for COVID-19 Classification Fouzia Altaf, Syed M.S. Islam, Naeem K. Janjua, Naveed Akhtar arXiv_AI arXiv_AI Transfer_Learning Represenation_Learning Classification Deep_Learning PDF
2021-02-16 Improving speech recognition models with small samples for air traffic control systems Yi Lin, Qin Li, Bo Yang, Zhen Yan, Huachun Tan, Zhengmao Chen arXiv_CL arXiv_CL Unsupervised Transfer_Learning Recognition Speech Pose Face Deep_Learning Speech_Recognition PDF
2021-02-16 FEWS: Large-Scale, Low-Shot Word Sense Disambiguation with the Dictionary Terra Blevins, Mandar Joshi, Luke Zettlemoyer arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Knowledge Few-Shot PDF
2021-02-15 Identifying Misinformation from Website Screenshots Sara Abdali, Rutuja Gurav, Siddharth Menon, Daniel Fonseca, Negin Entezari, Neil Shah, Evangelos E. Papalexakis arXiv_AI arXiv_AI Unsupervised Transfer_Learning Pose Classification Image_Classification PDF
2021-02-15 Scan-Specific MRI Reconstruction using Zero-Shot Physics-Guided Deep Learning Burhaneddin Yaman, Seyed Amir Hossein Hosseini, Mehmet Akçakaya arXiv_CV arXiv_CV Reconstruction Unsupervised Transfer_Learning Zero-Shot Self-Supervised Pose Deep_Learning PDF
2021-02-15 Fast End-to-End Speech Recognition via Non-Autoregressive Models and Cross-Modal Knowledge Transferring from BERT Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen, Shuai Zhang arXiv_AI arXiv_AI Transfer_Learning Recognition Bert Knowledge Speech Pose Classification Relation Attention Speech_Recognition Inference Language_Model Prediction PDF
2021-02-14 indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages Kushal Kedia, Abhilash Nandy arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Text_Classification RNN Classification PDF
2021-02-12 Emoji-Based Transfer Learning for Sentiment Tasks Susann Boy, Dana Ruiter, Dietrich Klakow arXiv_CL arXiv_CL Transfer_Learning Speech Emotion Detection Sentiment PDF
2021-02-11 COVID-19 detection from scarce chest x-ray image data using deep learning Shruti Jadon arXiv_CV arXiv_CV Unsupervised Transfer_Learning Pose Deep_Learning Detection Few-Shot Medical PDF
2021-02-11 Real-Time Topology Optimization in 3D via Deep Transfer Learning MohammadMahdi Behzadi, Horea T. Ilies arXiv_AI arXiv_AI Transfer_Learning 3D Optimization Pose Deep_Learning CNN Prediction PDF
2021-02-11 Sequential Sentence Classification in Research Papers using Cross-Domain Multi-Task Learning Arthur Brack, Anett Hoppe, Pascal Buschermöhle, Ralph Ewerth arXiv_CL arXiv_CL Transfer_Learning Pose Classification Deep_Learning PDF
2021-02-10 Customizing Contextualized Language Models forLegal Document Reviews Shohreh Shaghaghian, Luna (Yue) Feng, Borna Jafarpour, Nicolai Pogrebnyakov arXiv_AI arXiv_AI Transfer_Learning Review Inference Language_Model PDF
2021-02-10 Voice Cloning: a Multi-Speaker Text-to-Speech Synthesis Approach based on Transfer Learning Giuseppe Ruggiero, Enrico Zovato, Luigi Di Caro, Vincent Pollet arXiv_SD arXiv_SD Transfer_Learning Speech Pose Deep_Learning PDF
2021-02-10 Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning Fahdi Kanavati, Masayuki Tsuneki arXiv_CV arXiv_CV Transfer_Learning Deep_Learning Attention Medical Inference PDF
2021-02-10 Transfer Reinforcement Learning across Homotopy Classes Zhangjie Cao, Minae Kwon, Dorsa Sadigh arXiv_RO arXiv_RO Transfer_Learning Reinforcement_Learning Knowledge Pose Action PDF
2021-02-09 Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network Tomáš Chobola, Daniel Vašata, Pavel Kordík arXiv_CV arXiv_CV Transfer_Learning Classification Few-Shot Image_Classification PDF
2021-02-09 Deep Multilabel CNN for Forensic Footwear Impression Descriptor Identification Marcin Budka, Akanda Wahid Ul Ashraf, Scott Neville, Alun Mackrill, Matthew Bennett arXiv_CV arXiv_CV Transfer_Learning Classification Deep_Learning Medical PDF
2021-02-09 Transfer Learning Approach for Arabic Offensive Language Detection System -- BERT-Based Model Fatemah Husain, Ozlem Uzuner arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Knowledge Detection PDF
2021-02-08 Rapid Classification of Glaucomatous Fundus Images Hardit Singh, Simarjeet Saini, Vasudevan Lakshminarayanan arXiv_CV arXiv_CV NAS Transfer_Learning Gradient_Descent Reinforcement_Learning Pose Classification Detection CNN Prediction PDF
2021-02-08 Overhead MNIST: A Benchmark Satellite Dataset David Noever, Samantha E. Miller Noever arXiv_CV arXiv_CV Handwriting Transfer_Learning Recognition Deep_Learning Detection CNN Matching PDF
2021-02-08 MetaTune: Meta-Learning Based Cost Model for Fast and Efficient Auto-tuning Frameworks Jaehun Ryu, Hyojin Sung arXiv_AI arXiv_AI Transfer_Learning Optimization Pose Face Deep_Learning Inference Matching PDF
2021-02-08 Common Spatial Generative Adversarial Networks based EEG Data Augmentation for Cross-Subject Brain-Computer Interface Yonghao Song, Lie Yang, Xueyu Jia, Longhan Xie arXiv_AI arXiv_AI Transfer_Learning Enhancement Adversarial Pose Face Classification GAN CNN PDF
2021-02-08 Improving filling level classification with adversarial training Apostolos Modas, Alessio Xompero, Ricardo Sanchez-Matilla, Pascal Frossard, Andrea Cavallaro arXiv_CV arXiv_CV Transfer_Learning Adversarial Classification PDF
2021-02-08 Point-set Distances for Learning Representations of 3D Point Clouds Trung Nguyen, Quang-Hieu Pham, Tam Le, Tung Pham, Nhat Ho, Binh-Son Hua arXiv_CV arXiv_CV Transfer_Learning Point_Cloud 3D Pose PDF
2021-02-07 Damage detection using in-domain and cross-domain transfer learning Zaharah A. Bukhsh, Nils Jansen, Aaqib Saeed arXiv_CV arXiv_CV Transfer_Learning Pose Detection Medical PDF
2021-02-06 Unsupervised Audio-Visual Subspace Alignment for High-Stakes Deception Detection Leena Mathur, Maja J Matarić arXiv_CV arXiv_CV Unsupervised Transfer_Learning Pose Detection Medical PDF
2021-02-06 A Modularized and Scalable Multi-Agent Reinforcement Learning-based System for Financial Portfolio Management Zhenhan Huang, Fumihide Tanaka arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning PDF
2021-02-04 Transfer Learning in Bandits with Latent Continuity Hyejin Park, Seiyun Shin, Kwang-Sung Jun, Jungseul Ok arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Face PDF
2021-02-03 Detecting Bias in Transfer Learning Approaches for Text Classification Irene Li arXiv_CL arXiv_CL Transfer_Learning Text_Classification Knowledge Pose Classification PDF
2021-02-03 Neural Transfer Learning with Transformers for Social Science Text Analysis Sandra Wankmüller arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Deep_Learning Prediction PDF
2021-02-03 Data Generation Using Pass-phrase-dependent Deep Auto-encoders for Text-Dependent Speaker Verification Achintya Kumar Sarkar, Md Sahidullah, Zheng-Hua Tan arXiv_SD arXiv_SD Transfer_Learning Pose PDF
2021-02-03 Deep CNNs for large scale species classification Raj Prateek Kosaraju arXiv_CV arXiv_CV Transfer_Learning Classification Deep_Learning Image_Classification PDF
2021-02-02 Recurrent Neural Network for MoonBoard Climbing Route Classification and Generation Yi-Shiou Duh, Ray Chang arXiv_CV arXiv_CV Transfer_Learning Classification PDF
2021-02-02 Real-time detection of uncalibrated sensors using Neural Networks Luis J. Muñoz-Molina, Ignacio Cazorla-Piñar, Juan P. Dominguez-Morales, Fernando Perez-Peña arXiv_AI arXiv_AI Transfer_Learning Pose Detection Object_Detection PDF
2021-02-02 Transfer Learning in Magnetic Resonance Brain Imaging: a Systematic Review Juan Miguel Valverde, Vandad Imani, Ali Abdollahzadeh, Riccardo De Feo, Mithilesh Prakash, Robert Ciszek, Jussi Tohka arXiv_CV arXiv_CV Segmentation Transfer_Learning Knowledge Review Pose Survey Classification CNN PDF
2021-02-02 aura-net : robust segmentation of phase-contrast microscopy images with few annotations Ethan Cohen, Virginie Uhlmann arXiv_CV arXiv_CV Segmentation Transfer_Learning Deep_Learning Contour Attention CNN PDF
2021-01-31 Short Text Clustering with Transformers Leonid Pugachev, Mikhail Burtsev arXiv_CL arXiv_CL Transformer Embedding Transfer_Learning Enhancement Classification Language_Model PDF
2021-01-31 Classification of Fracture and Normal Shoulder Bone X-Ray Images Using Ensemble and Transfer Learning With Deep Learning Models Based on Convolutional Neural Networks Fatih Uysal, Fırat Hardalaç, Ozan Peker, Tolga Tolunay, Nil Tokgöz arXiv_CV arXiv_CV Transfer_Learning Classification Deep_Learning CNN PDF
2021-01-31 Ultrasound Image Classification using ACGAN with Small Training Dataset Sudipan Saha, Nasrullah Sheikh arXiv_CV arXiv_CV Transfer_Learning Adversarial Pose Classification Deep_Learning GAN Medical Image_Classification PDF
2021-01-29 Few-Shot Domain Adaptation for Grammatical Error Correction via Meta-Learning Shengsheng Zhang, Yaping Huang, Yun Chen, Liner Yang, Chencheng Wang, Erhong Yang arXiv_CL arXiv_CL Transfer_Learning Pose Few-Shot PDF
2021-01-29 A Petri Dish for Histopathology Image Analysis Jerry Wei, Arief Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis Vaickus, Charles Brown, Michael Baker, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour arXiv_CV arXiv_CV Transfer_Learning Classification Deep_Learning PDF
2021-01-28 Domain Adaptation by Topology Regularization Deborah Weeks, Samuel Rivera arXiv_CV arXiv_CV Transfer_Learning Recognition Regularization Knowledge Adversarial Pose Deep_Learning CNN PDF
2021-01-28 ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification Manoj Kumar, Varun Kumar, Hadrien Glaude, Cyprien delichy, Aman Alok, Rahul Gupta arXiv_CL arXiv_CL Embedding Transfer_Learning Classification Few-Shot Language_Model PDF
2021-01-26 Summarising Historical Text in Modern Languages Xutan Peng, Yi Zheng, Chenghua Lin, Advaith Siddharthan arXiv_AI arXiv_AI Transfer_Learning Pose PDF
2021-01-26 Graphonomy: Universal Image Parsing via Graph Reasoning and Transfer Liang Lin, Yiming Gao, Ke Gong, Meng Wang, Xiaodan Liang arXiv_CV arXiv_CV Image_Caption Human_Parsing Segmentation Transfer_Learning Represenation_Learning Knowledge Pose Relation PDF
2021-01-26 Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Satish Chikkagoudar, Shivkumar Chandrasekaran, B.S. Manjunath arXiv_CV arXiv_CV Transfer_Learning Pose Classification Deep_Learning Detection Image_Classification PDF
2021-01-25 Transfer Learning Approach for Detecting Psychological Distress in Brexit Tweets Sean-Kelly Palicki, Shereen Fouad, Mariam Adedoyin-Olowe, Zahraa S. Abdallah arXiv_CL arXiv_CL Transfer_Learning Knowledge Pose Emotion Relation Sentiment PDF
2021-01-25 Performance Evaluation of Convolutional Neural Networks for Gait Recognition K.D. Apostolidis, P.S. Amanatidis, G.A. Papakostas arXiv_CV arXiv_CV Transfer_Learning Recognition Gait_Recognition Pose Deep_Learning CNN PDF
2021-01-25 3D U-Net for segmentation of COVID-19 associated pulmonary infiltrates using transfer learning: State-of-the-art results on affordable hardware Keno K. Bressem, Stefan M. Niehues, Bernd Hamm, Marcus R. Makowski, Janis L. Vahldiek, Lisa C. Adams arXiv_CV arXiv_CV Segmentation Transfer_Learning 3D PDF
2021-01-23 Network-Agnostic Knowledge Transfer for Medical Image Segmentation Shuhang Wang, Vivek Kumar Singh, Alex Benjamin, Mercy Asiedu, Elham Yousef Kalafi, Eugene Cheah, Viksit Kumar, Anthony Samir arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Salient Knowledge Pose Medical PDF
2021-01-22 BERT Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets Fouzi Harrag, Maria Debbah, Kareem Darwish, Ahmed Abdelali arXiv_CL arXiv_CL Transformer Embedding Transfer_Learning Bert RNN Knowledge Pose Language_Model PDF
2021-01-22 Multilingual Pre-Trained Transformers and Convolutional NN Classification Models for Technical Domain Identification Suman Dowlagar, Radhika Mamidi arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Text_Classification Classification CNN PDF
2021-01-22 HASOCOne@FIRE-HASOC2020: Using BERT and Multilingual BERT models for Hate Speech Detection Suman Dowlagar, Radhika Mamidi arXiv_CL arXiv_CL Transfer_Learning Bert Speech Pose Detection PDF
2021-01-21 DAF:re: A Challenging, Crowd-Sourced, Large-Scale, Long-Tailed Dataset For Anime Character Recognition Edwin Arkel Rios, Wen-Huang Cheng, Bo-Cheng Lai arXiv_CV arXiv_CV Transformer Transfer_Learning Recognition Pose Face Classification Attention PDF
2021-01-20 Fast deep learning correspondence for neuron tracking and identification in C.elegans using synthetic training Xinwei Yu, Matthew S. Creamer, Francesco Randi, Anuj K. Sharma, Scott W. Linderman, Andrew M. Leifer arXiv_CV arXiv_CV Transformer Tracking Transfer_Learning Deep_Learning GAN PDF
2021-01-20 Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates Artem Shelmanov, Dmitri Puzyrev, Lyubov Kupriyanova, Denis Belyakov, Daniil Larionov, Nikita Khromov, Olga Kozlova, Ekaterina Artemova, Dmitry V. Dylov, Alexander Panchenko arXiv_CL arXiv_CL Transformer Transfer_Learning Classification PDF
2021-01-20 Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations Tao Wei, Angelica I Aviles-Rivero, Shuo Wang, Yuan Huang, Fiona J Gilbert, Carola-Bibiane Schönlieb, Chang Wen Chen arXiv_CV arXiv_CV Transfer_Learning Pose Classification Medical Image_Classification PDF
2021-01-19 Predicting Pneumonia and Region Detection from X-Ray Images using Deep Neural Network Sheikh Md Hanif Hossain, S M Raju, Amelia Ritahani Ismail arXiv_CV arXiv_CV Transfer_Learning Pose Detection Medical CNN Prediction PDF
2021-01-19 UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data Chengyi Wang, Yu Wu, Yao Qian, Kenichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang arXiv_CL arXiv_CL Transfer_Learning Recognition Represenation_Learning Speech Self-Supervised Pose Speech_Recognition PDF
2021-01-18 Deep-Learning Driven Noise Reduction for Reduced Flux Computed Tomography Khalid L. Alsamadony, Ertugrul U. Yildirim, Guenther Glatz, Umair bin Waheed, Sherif M. Hanafy arXiv_CV arXiv_CV Transfer_Learning Attention CNN PDF
2021-01-18 TLU-Net: A Deep Learning Approach for Automatic Steel Surface Defect Detection Praveen Damacharla, Achuth Rao M. V., Jordan Ringenberg, Ahmad Y Javaid arXiv_AI arXiv_AI Segmentation Transfer_Learning Pose Face Classification Deep_Learning Detection PDF
2021-01-17 A relic sketch extraction framework based on detail-aware hierarchical deep network Jinye Peng, Jiaxin Wang, Jun Wang, Erlei Zhang, Qunxi Zhang, Yongqin Zhang, Xianlin Peng, Kai Yu arXiv_CV arXiv_CV Edge_Detection Transfer_Learning Restoration Sketch Knowledge Pose Action Quantitative Deep_Learning Detection PDF
2021-01-14 Supervised Transfer Learning at Scale for Medical Imaging Basil Mustafa, Aaron Loh, Jan Freyberg, Patricia MacWilliams, Alan Karthikesalingam, Neil Houlsby, Vivek Natarajan arXiv_CV arXiv_CV Transfer_Learning Medical PDF
2021-01-14 Hostility Detection in Hindi leveraging Pre-Trained Language Models Ojasv Kamal, Adarsh Kumar, Tejas Vaidhya arXiv_CL arXiv_CL Transfer_Learning Face Action Classification Detection Attention Language_Model PDF
2021-01-14 Self-Supervised Learning for Segmentation Abhinav Dhere, Jayanthi Sivaswamy arXiv_CV arXiv_CV Segmentation Transfer_Learning Knowledge Self-Supervised CNN PDF
2021-01-14 A Multi-Stage Attentive Transfer Learning Framework for Improving COVID-19 Diagnosis Yi Liu, Shuiwang Ji arXiv_CV arXiv_CV Transfer_Learning Represenation_Learning Knowledge Self-Supervised Pose Attention CNN PDF
2021-01-13 Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Junsuk Choe, Sanghyuk Chun arXiv_CV arXiv_CV Segmentation Transfer_Learning Regularization Pose Classification Detection Object_Detection Image_Classification Prediction PDF
2021-01-12 TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation Guangneng Hu, Qiang Yang arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Recommendation PDF
2021-01-11 Analysis of skin lesion images with deep learning Josef Steppan, Sten Hanke arXiv_CV arXiv_CV Transfer_Learning Classification Deep_Learning Detection Prediction PDF
2021-01-11 A Transfer Learning-based State of Charge Estimation for Lithium-Ion Battery at Varying Ambient Temperatures Yan Qin, Stefan Adams, Chau Yuen arXiv_AI arXiv_AI Transfer_Learning Pose Quantitative Relation Prediction PDF
2021-01-08 Extracting Pasture Phenotype and Biomass Percentages using Weakly Supervised Multi-target Deep Learning on a Small Dataset Badri Narayanan, Mohamed Saadeldin, Paul Albert, Kevin McGuinness, Brian Mac Namee arXiv_CV arXiv_CV Transfer_Learning Weakly_Supervised Pose Deep_Learning Prediction PDF
2021-01-07 Applying Transfer Learning for Improving Domain-Specific Search Experience Using Query to Question Similarity Ankush Chopra, Shruti Agrawal, Sohom Ghosh arXiv_CL arXiv_CL Embedding Transfer_Learning Bert RNN Language_Model QA PDF
2021-01-06 Learn Dynamic-Aware State Embedding for Transfer Learning Kaige Yang arXiv_AI arXiv_AI Embedding Transfer_Learning Reinforcement_Learning Knowledge Pose PDF
2021-01-06 A Robust Illumination-Invariant Camera System for Agricultural Applications Abhisesh Silwal, Tanvir Parhar, Francisco Yandun, George Kantor arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Pose Deep_Learning Detection Object_Detection PDF
2021-01-05 End-to-End Video Question-Answer Generation with Generator-Pretester Network Hung-Ting Su, Chen-Hsi Chang, Po-Wei Shen, Yu-Siang Wang, Ya-Liang Chang, Yu-Cheng Chang, Pu-Jen Cheng, Winston H. Hsu arXiv_CV arXiv_CV Transfer_Learning Pose VQA Caption QA PDF
2021-01-05 An Automatic System to Monitor the Physical Distance and Face Mask Wearing of Construction Workers in COVID-19 Pandemic Moein Razavi, Hamed Alikhani, Vahid Janfaza, Benyamin Sadeghi, Ehsan Alikhani arXiv_CV arXiv_CV Transfer_Learning Pose Face Detection Object_Detection GAN PDF
2021-01-04 SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection Keren Ye, Adriana Kovashka, Mark Sandler, Menglong Zhu, Andrew Howard, Marco Fornoni arXiv_CV arXiv_CV Transfer_Learning Pose Deep_Learning Detection Object_Detection PDF
2021-01-04 Transformers and Transfer Learning for Improving Portuguese Semantic Role Labeling Sofia Oliveira, Daniel Loureiro, Alípio Jorge arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Pose PDF
2021-01-04 A Framework for Fast Scalable BNN Inference using Googlenet and Transfer Learning Karthik E arXiv_AI arXiv_AI Segmentation Transfer_Learning Semantic_Segmentation Classification Deep_Learning Detection Object_Detection CNN Image_Classification Inference PDF
2021-01-03 Exploring Transfer Learning on Face Recognition of Dark Skinned, Low Quality and Low Resource Face Data Nuredin Ali arXiv_CV arXiv_CV Transfer_Learning Recognition Face Face_Recognition PDF
2021-01-03 Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier Arkabandhu Chowdhury, Mingchao Jiang, Chris Jermaine arXiv_AI arXiv_AI Transfer_Learning Classification Few-Shot Image_Classification PDF
2021-01-01 WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan, Hrant Khachatrian, Jonathan May arXiv_CL arXiv_CL Embedding Transfer_Learning Adversarial Language_Model PDF
2020-12-31 Universal Adaptive Control for Uncertain Nonlinear Systems Brett T. Lopez, Jean-Jacques E. Slotine arXiv_RO arXiv_RO Transfer_Learning Pose Action PDF
2020-12-29 Advances in deep learning methods for pavement surface crack detection and identification with visible light visual images Kailiang Lu arXiv_CV arXiv_CV Transfer_Learning Knowledge Review Face Deep_Learning Detection PDF
2020-12-28 Comparison of different CNNs for breast tumor classification from ultrasound images Jorge F. Lazo, Sara Moccia, Emanuele Frontoni, Elena De Momi arXiv_CV arXiv_CV Transfer_Learning Classification Detection CNN PDF
2020-12-28 Screening COVID-19 Based on CT/CXR Images & Building a Publicly Available CT-scan Dataset of COVID-19 Maryam Dialameh, Ali Hamzeh, Hossein Rahmani, Amir Reza Radmard, Safoura Dialameh arXiv_CV arXiv_CV Transfer_Learning Pose Classification Deep_Learning Detection Image_Classification PDF
2020-12-26 PaXNet: Dental Caries Detection in Panoramic X-ray using Ensemble Transfer Learning and Capsule Classifier Arman Haghanifar, Mahdiyar Molahasani Majdabadi, Seok-Bum Ko arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Action Classification Deep_Learning Detection Prediction PDF
2020-12-25 Towards a Universal Continuous Knowledge Base Gang Chen, Maosong Sun, Yang Liu arXiv_AI arXiv_AI Transfer_Learning Text_Classification RNN Knowledge Pose Face Classification Attention GAN PDF
2020-12-24 Evolutionary Gait Transfer of Multi-Legged Robots in Complex Terrains Min Jiang, Guokun Chi, Geqiang Pan, Shihui Guo, Kay Chen Tan arXiv_RO arXiv_RO Transfer_Learning Optimization Knowledge Pose PDF
2020-12-24 Seed Phenotyping on Neural Networks using Domain Randomization and Transfer Learning Venkat Margapuri, Mitchell Neilsen arXiv_CV arXiv_CV Transfer_Learning Knowledge Detection Object_Detection PDF
2020-12-24 Cross-lingual Dependency Parsing as Domain Adaptation Kailai Sun, Zuchao Li, Hai Zhao arXiv_CL arXiv_CL Transfer_Learning PDF
2020-12-23 Learning Dense Representations of Phrases at Scale Jinhyuk Lee, Mujeen Sung, Jaewoo Kang, Danqi Chen arXiv_CL arXiv_CL Transfer_Learning Sparse Knowledge Inference QA PDF
2020-12-23 Diabetic Retinopathy Grading System Based on Transfer Learning Eman AbdelMaksoud, Sherif Barakat, Mohammed Elmogy arXiv_CV arXiv_CV Transfer_Learning Pose Classification Deep_Learning PDF
2020-12-22 Video Influencers: Unboxing the Mystique Prashant Rajaram, Puneet Manchanda arXiv_CV arXiv_CV Transfer_Learning Action Deep_Learning Relation Sentiment Attention PDF
2020-12-22 Flexible deep transfer learning by separate feature embeddings and manifold alignment Samuel Rivera, Joel Klipfel, Deborah Weeks arXiv_CV arXiv_CV Embedding Transfer_Learning Recognition Knowledge Adversarial Pose Action Deep_Learning PDF
2020-12-22 Training Convolutional Neural Networks With Hebbian Principal Component Analysis Gabriele Lagani, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro arXiv_CV arXiv_CV Transfer_Learning CNN PDF
2020-12-22 Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition Yubei Xiao, Ke Gong, Pan Zhou, Guolin Zheng, Xiaodan Liang, Liang Lin arXiv_CL arXiv_CL Transfer_Learning Recognition Adversarial Speech Speech_Recognition PDF
2020-12-22 Objective Evaluation of Deep Uncertainty Predictions for COVID-19 Detection Hamzeh Asgharnezhad, Afshar Shamsi, Roohallah Alizadehsani, Abbas Khosravi, Saeid Nahavandi, Zahra Alizadeh Sani, Dipti Srinivasan arXiv_CV arXiv_CV Transfer_Learning Pose Quantitative Detection Medical Inference Prediction PDF
2020-12-22 A Review of Artificial Intelligence Technologies for Early Prediction of Alzheimer's Disease Kuo Yang, Emad A. Mohammed arXiv_CV arXiv_CV Segmentation Transfer_Learning RNN Review Pose Classification Medical CNN Image_Classification Prediction PDF
2020-12-21 Cross-Domain Latent Modulation for Variational Transfer Learning Jinyong Hou, Jeremiah D. Deng, Stephen Cranefield, Xuejie Ding arXiv_AI arXiv_AI Reconstruction Unsupervised Transfer_Learning Pose Inference PDF
2020-12-21 Knowledge Transfer Based Fine-grained Visual Classification Siqing Zhang, Ruoyi Du, Dongliang Chang, Zhanyu Ma, Jun Guo arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Classification Detection Attention CNN Prediction PDF
2020-12-19 Controllable and contextualised writing tool for novel authors Alexandre Duval, Gael de Leseleuc de Kerouara, Thomas Lamson arXiv_CL arXiv_CL Transfer_Learning Pose Text_Generation Language_Model PDF
2020-12-18 Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation José Morano, Álvaro S. Hervella, Noelia Barreira, Jorge Novo, José Rouco arXiv_CV arXiv_CV Segmentation Transfer_Learning Self-Supervised Pose Medical CNN PDF
2020-12-18 Exploring Fluent Query Reformulations with Text-to-Text Transformers and Reinforcement Learning Jerry Zikun Chen, Shi Yu, Haoran Wang arXiv_AI arXiv_AI Transformer Transfer_Learning Reinforcement_Learning Knowledge Quantitative Classification PDF
2020-12-17 Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency Qiang Zhang, Tete Xiao, Alexei A. Efros, Lerrel Pinto, Xiaolong Wang arXiv_CV arXiv_CV Transfer_Learning Pose Action PDF
2020-12-17 Multi-Modal Depth Estimation Using Convolutional Neural Networks Sadique Adnan Siddiqui, Axel Vierling, Karsten Berns arXiv_AI arXiv_AI Transfer_Learning Sparse Pose Deep_Learning CNN Prediction PDF
2020-12-17 FG-Net: Fast Large-Scale LiDAR Point CloudsUnderstanding Network Leveraging CorrelatedFeature Mining and Geometric-Aware Modelling Kangcheng Liu, Zhi Gao, Feng Lin, Ben M. Chen arXiv_CV arXiv_CV Transfer_Learning Point_Cloud Weakly_Supervised Pose Deep_Learning Relation CNN PDF
2020-12-17 Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup Guodong Xu, Ziwei Liu, Chen Change Loy arXiv_CV arXiv_CV Transfer_Learning Knowledge PDF
2020-12-16 ISD: Self-Supervised Learning by Iterative Similarity Distillation Ajinkya Tejankar, Soroush Abbasi Koohpayegani, Vipin Pillai, Paolo Favaro, Hamed Pirsiavash arXiv_CV arXiv_CV Transfer_Learning Knowledge Self-Supervised Contrastive_Learning PDF
2020-12-16 Transfer Learning Through Weighted Loss Function and Group Normalization for Vessel Segmentation from Retinal Images Abdullah Sarhan, Jon Rokne, Reda Alhajj, Andrew Crichton arXiv_CV arXiv_CV Segmentation Transfer_Learning Pose Deep_Learning PDF
2020-12-16 Multilingual Evidence Retrieval and Fact Verification to Combat Global Disinformation: The Power of Polyglotism Denisa A.O. Roberts arXiv_AI arXiv_AI Transfer_Learning Knowledge PDF
2020-12-15 Exploring Transfer Learning For End-to-End Spoken Language Understanding Subendhu Rongali, Beiye Liu, Liwei Cai, Konstantine Arkoudas, Chengwei Su, Wael Hamza arXiv_CL arXiv_CL Transfer_Learning Recognition Zero-Shot Speech Pose Face Action Speech_Recognition PDF
2020-12-15 Deep Learning Based Classification of Unsegmented Phonocardiogram Spectrograms Leveraging Transfer Learning Kaleem Nawaz Khan, Faiq Ahmad Khan, Anam Abid, Tamer Olmez, Zumray Dokur, Amith Khandakar, Muhammad E. H. Chowdhury, Muhammad Salman Khan arXiv_AI arXiv_AI Transfer_Learning Pose Classification Deep_Learning CNN PDF
2020-12-15 Hypothesis Disparity Regularized Mutual Information Maximization Qicheng Lao, Xiang Jiang, Mohammad Havaei arXiv_CV arXiv_CV Unsupervised Transfer_Learning Optimization Regularization Knowledge Pose Relation Prediction PDF
2020-12-14 DeepGamble: Towards unlocking real-time player intelligence using multi-layer instance segmentation and attribute detection Danish Syed, Naman Gandhi, Arushi Arora, Nilesh Kadam arXiv_CV arXiv_CV Segmentation Transfer_Learning Recognition Pose Detection Activity PDF
2020-12-14 Decoupled Self Attention for Accurate One Stage Object Detection Kehe WUa, Zuge Chena, Qi MAb, Xiaoliang Zhanga, Wei Lia arXiv_CV arXiv_CV Transfer_Learning Recognition Salient Pose Classification Deep_Learning Detection Object_Detection Attention PDF
2020-12-14 Parameter-Efficient Transfer Learning with Diff Pruning Demi Guo, Alexander M. Rush, Yoon Kim arXiv_CL arXiv_CL Transfer_Learning Pose PDF
2020-12-14 Sim-to-real reinforcement learning applied to end-to-end vehicle control András Kalapos, Csaba Gór, Róbert Moni, István Harmati arXiv_RO arXiv_RO Transfer_Learning Reinforcement_Learning Optimization Salient Action CNN Matching PDF
2020-12-13 Learning Distributed Representations of Code Snippets from Unlabeled Data Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang arXiv_AI arXiv_AI Unsupervised Transfer_Learning Self-Supervised Pose Classification Deep_Learning Detection Prediction PDF
2020-12-10 Exploring Deep Neural Networks and Transfer Learning for Analyzing Emotions in Tweets Yasas Senarath, Uthayasanker Thayasivam arXiv_CL arXiv_CL Transfer_Learning RNN Pose Emotion Classification Deep_Learning CNN Prediction PDF
2020-12-10 Multilingual Transfer Learning for QA Using Translation as Data Augmentation Mihaela Bornea, Lin Pan, Sara Rosenthal, Radu Florian, Avirup Sil arXiv_CL arXiv_CL Embedding Transfer_Learning Zero-Shot Adversarial Pose Language_Model QA PDF
2020-12-10 Leveraging Transfer Learning for Reliable Intelligence Identification on Vietnamese SNSs Trung-Hieu Tran, Long Phan, Truong-Son Nguyen arXiv_AI arXiv_AI Transformer Transfer_Learning Pose PDF
2020-12-10 Deep Learning Approach Combining Lightweight CNN Architecture with Transfer Learning: An Automatic Approach for the Detection and Recognition of Bangladeshi Banknotes Ali Hasan Md. Linkon, Md. Mahir Labib, Faisal Haque Bappy, Soumik Sarker, Marium-E-Jannat, Md Saiful Islam arXiv_AI arXiv_AI NAS Transfer_Learning Recognition Optimization Deep_Learning Detection CNN PDF
2020-12-10 Direct multimodal few-shot learning of speech and images Leanne Nortje, Herman Kamper arXiv_SD arXiv_SD Embedding Unsupervised Transfer_Learning Speech Pose Few-Shot Matching PDF
2020-12-10 Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning Prathmesh Madhu, Angel Villar-Corrales, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Andreas Maier, Vincent Christlein arXiv_CV arXiv_CV Transfer_Learning Style_Transfer Pose_Estimation Image_Retrieval Pose PDF
2020-12-10 COVID-MTL: Multitask Learning with Shift3D and Random-weighted Loss for Diagnosis and Severity Assessment of COVID-19 Guoqing Bao, Xiuying Wang arXiv_CV arXiv_CV Segmentation Transfer_Learning 3D Pose Detection Contour PDF
2020-12-10 A Practical Approach towards Causality Mining in Clinical Text using Active Transfer Learning Musarrat Hussain, Fahad Ahmed Satti, Jamil Hussain, Taqdir Ali, Syed Imran Ali, Hafiz Syed Muhammad Bilal, Gwang Hoon Park, Sungyoung Lee arXiv_AI arXiv_AI Embedding Transfer_Learning Bert Knowledge Action Detection Relation Medical Matching PDF
2020-12-09 Transfer Learning for Efficient Iterative Safety Validation Anthony Corso, Mykel J. Kochenderfer arXiv_RO arXiv_RO Transfer_Learning Reinforcement_Learning Knowledge Action Attention Autonomous PDF
2020-12-09 Generative Adversarial Networks for Annotated Data Augmentation in Data Sparse NLU Olga Golovneva, Charith Peris arXiv_CL arXiv_CL Embedding Transfer_Learning Sparse Adversarial GAN PDF
2020-12-08 COVID-19 Detection in Chest X-Ray Images using a New Channel Boosted CNN Saddam Hussain Khan, Anabia Sohail, Asifullah Khan arXiv_CV arXiv_CV Transfer_Learning Pose Classification Detection CNN PDF
2020-12-08 Data Instance Prior for Transfer Learning in GANs Puneet Mangla, Nupur Kumari, Mayank Singh, Vineeth N Balasubramanian, Balaji Krishnamurthy arXiv_CV arXiv_CV Transfer_Learning Knowledge Adversarial Self-Supervised Pose GAN PDF
2020-12-07 Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models Lizhen Tan, Olga Golovneva arXiv_AI arXiv_AI Transfer_Learning Pose Deep_Learning Language_Model PDF
2020-12-07 Detecting Insincere Questions from Text: A Transfer Learning Approach Ashwin Rachha, Gaurav Vanmane arXiv_AI arXiv_AI Transformer Transfer_Learning Bert Knowledge Action Classification PDF
2020-12-07 Risk-based Adaptive Deep Learning for Entity Resolution Qun Chen, Zhaoqiang Chen, Youcef Nafa, Tianyi Duan, Zhanhuai Li arXiv_AI arXiv_AI Transfer_Learning Pose Classification Deep_Learning Prediction PDF
2020-12-07 Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning Haokui Zhang, Ying Li, Yenan Jiang, Peng Wang, Qiang Shen, Chunhua Shen arXiv_CV arXiv_CV Transfer_Learning Pose Classification Deep_Learning CNN PDF
2020-12-06 Food Classification with Convolutional Neural Networks and Multi-Class Linear Discernment Analysis Joshua Ball arXiv_AI arXiv_AI Transfer_Learning Classification CNN Image_Classification PDF
2020-12-05 YieldNet: A Convolutional Neural Network for Simultaneous Corn and Soybean Yield Prediction Based on Remote Sensing Data Saeed Khaki, Hieu Pham, Lizhi Wang arXiv_CV arXiv_CV Transfer_Learning Pose Action Deep_Learning CNN Prediction PDF
2020-12-05 Does Yoga Make You Happy? Analyzing Twitter User Happiness using Textual and Temporal Information Tunazzina Islam, Dan Goldwasser arXiv_CL arXiv_CL Embedding Transfer_Learning Knowledge Pose Emotion Relation Attention Activity PDF
2020-12-04 Boosting offline handwritten text recognition in historical documents with few labeled lines José Carlos Aradillas, Juan José Murillo-Fuentes, Pablo M. Olmos arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Face PDF
2020-12-03 Individually amplified text-to-speech Josef Schlittenlacher, Thomas Baer arXiv_SD arXiv_SD Transfer_Learning Speech Pose PDF
2020-12-03 Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design Michael Dennis, Natasha Jaques, Eugene Vinitsky, Alexandre Bayen, Stuart Russell, Andrew Critch, Sergey Levine arXiv_AI arXiv_AI Unsupervised Transfer_Learning Reinforcement_Learning Zero-Shot Adversarial Pose PDF
2020-12-03 Sentiment analysis in Bengali via transfer learning using multi-lingual BERT Khondoker Ittehadul Islam, Md. Saiful Islam, Md Ruhul Amin arXiv_CL arXiv_CL Transfer_Learning Bert Sentiment_Classification Pose Classification Deep_Learning Sentiment PDF
2020-12-02 Joint gender and age estimation based on speech signals using x-vectors and transfer learning Damian Kwasny, Daria Hemmerling arXiv_SD arXiv_SD Transfer_Learning Recognition Speech Pose Classification Speech_Recognition CNN PDF
2020-12-02 An Empirical Study on Release Engineering of Artificial Intelligence Products Minke Xiu arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Deep_Learning Activity PDF
2020-12-02 Chair Segments: A Compact Benchmark for the Study of Object Segmentation Leticia Pinto-Alva, Ian K. Torres, Rosangel Garcia, Ziyan Yang, Vicente Ordonez arXiv_CV arXiv_CV Segmentation Transfer_Learning Optimization Classification Image_Classification PDF
2020-11-30 From the DESK to the Battlefield -- A Robotics Exploratory Study Glebys T. Gonzalez, Upinder Kaur, Masudur Rahma, Vishnunandan Venkatesh, Natalia Sanchez, Gregory Hager, Yexiang Xue, Richard Voyles, Juan Wachs arXiv_RO arXiv_RO Transfer_Learning Knowledge Medical Autonomous PDF
2020-11-30 DRDr II: Detecting the Severity Level of Diabetic Retinopathy Using Mask RCNN and Transfer Learning Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia arXiv_CV arXiv_CV Segmentation Transfer_Learning Action Deep_Learning PDF
2020-11-30 TransMIA: Membership Inference Attacks Using Transfer Shadow Training Seira Hidano, Yusuke Kawamoto, Takao Murakami arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Inference PDF
2020-11-30 Sim2SG: Sim-to-Real Scene Graph Generation for Transfer Learning Aayush Prakash, Shoubhik Debnath, Jean-Francois Lafleche, Eric Cameracci, Gavriel State, Marc T. Law arXiv_CV arXiv_CV Transfer_Learning Adversarial Pose