Transfer_Learning

Transfer_Learning

• 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
• 2021-04-18 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  Action  Quantitative  Prediction  PDF
• 2020-11-27 Autonomous learning of multiple, context-dependent tasks    Vieri Giuliano Santucci, Davide Montella, Bruno Castro da Silva, Gianluca Baldassarre arXiv_RO arXiv_RO  Transfer_Learning  Reinforcement_Learning  Knowledge  Pose  Face  Autonomous  PDF
• 2020-11-27 Randomized Transferable Machine    Pengfei Wei, Tze Yun Leong arXiv_AI arXiv_AI  Transfer_Learning  Pose  PDF
• 2020-11-27 Multi-objective Neural Architecture Search with Almost No Training    Shengran Hu, Ran Cheng, Cheng He, Zhichao Lu arXiv_CV arXiv_CV  NAS  Transfer_Learning  Gradient_Descent  Pose  Classification  Relation  Attention  PDF
• 2020-11-27 Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction    Yixin Cao, Jun Kuang, Ming Gao, Aoying Zhou, Yonggang Wen, Tat-Seng Chua arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Knowledge  Knowledge_Graph  Pose  Action  Relation  Relation_Extraction  PDF
• 2020-11-27 Adaptable Automation with Modular Deep Reinforcement Learning and Policy Transfer    Zohreh Raziei, Mohsen Moghaddam arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  Autonomous  PDF
• 2020-11-26 Transfer Learning for Brain Tumor Segmentation    Jonas Wacker, Marcelo Ladeira, José Eduardo Vaz Nascimento arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Recognition  Deep_Learning  Medical  CNN  PDF
• 2020-11-26 Predicting S&P500 Index direction with Transfer Learning and a Causal Graph as main Input    Djoumbissie David Romain arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Relation  PDF
• 2020-11-25 Grafit: Learning fine-grained image representations with coarse labels    Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze, Matthieu Cord, Hervé Jégou arXiv_CV arXiv_CV  Image_Caption  Transfer_Learning  Self-Supervised  PDF
• 2020-11-25 Transfer Learning for Aided Target Recognition: Comparing Deep Learning to other Machine Learning Approaches    Samuel Rivera, Olga Mendoza-Schrock, Ashley Diehl arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Knowledge  Classification  Deep_Learning  PDF
• 2020-11-25 Artificial Intelligence for COVID-19 Detection -- A state-of-the-art review    Parsa Sarosh, Shabir A. Parah, Romany F Mansur, G. M. Bhat arXiv_AI arXiv_AI  Transfer_Learning  Review  Pose  Face  Action  Classification  Deep_Learning  Detection  Medical  Prediction  PDF
• 2020-11-24 DeepShadows: Separating Low Surface Brightness Galaxies from Artifacts using Deep Learning    Dimitrios Tanoglidis, Aleksandra Ćiprijanović, Alex Drlica-Wagner arXiv_CV arXiv_CV  Transfer_Learning  Face  Survey  Deep_Learning  CNN  PDF
• 2020-11-24 Experiments on transfer learning architectures for biomedical relation extraction    Walid Hafiane, Joel Legrand, Yannick Toussaint, Adrien Coulet arXiv_CL arXiv_CL  Segmentation  Transfer_Learning  Bert  Action  Relation  Relation_Extraction  Medical  PDF
• 2020-11-24 Zero-Shot Visual Slot Filling as Question Answering    Larry Heck, Simon Heck arXiv_AI arXiv_AI  Transfer_Learning  Bert  Zero-Shot  PDF
• 2020-11-24 Discovering Hidden Physics Behind Transport Dynamics    Peirong Liu, Lin Tian, Yubo Zhang, Stephen R. Aylward, Yueh Z. Lee, Marc Niethammer arXiv_CV arXiv_CV  Transfer_Learning  3D  Pose  Optical_Flow  PDF
• 2020-11-24 Making Graph Neural Networks Worth It for Low-Data Molecular Machine Learning    Aneesh Pappu, Brooks Paige arXiv_AI arXiv_AI  Transfer_Learning  PDF
• 2020-11-24 GLGE: A New General Language Generation Evaluation Benchmark    Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Weizhu Chen, Jie Fu, Linjun Shou, Ming Gong, Pengcheng Wang, Jiusheng Chen, Daxin Jiang, Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan arXiv_CL arXiv_CL  Transfer_Learning  PDF
• 2020-11-23 Automatic Recognition of the Supraspinatus Tendinopathy from Ultrasound Images using Convolutional Neural Networks    Mostafa Jahanifar, Neda Zamani Tajeddin, Meisam Hasani, Babak Shekarchi, Kamran Azema arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Recognition  Knowledge  Pose  Classification  CNN  PDF
• 2020-11-23 Transfer Learning for Oral Cancer Detection using Microscopic Images    Rutwik Palaskar (1), Renu Vyas (1), Vilas Khedekar (1), Sangeeta Palaskar (2), Pranjal Sahu (3) ((1) School of Bioengineering Sciences and Research, MIT ADT University, (2) Department of Oral and Maxillofacial Pathology, Sinhgad Dental College and Hospital, (3) Department of Computer Science, Stony Brook University) arXiv_CV arXiv_CV  Transfer_Learning  Deep_Learning  Detection  CNN  PDF
• 2020-11-23 Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation    Martin Kolarik, Radim Burget, Carlos M. Travieso-Gonzalez, Jan Kocica arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  3D  Pose  Action  Detection  Medical  CNN  Inference  PDF
• 2020-11-23 Deep Learning for Automatic Quality Grading of Mangoes: Methods and Insights    Shih-Lun Wu, Hsiao-Yen Tung, Yu-Lun Hsu arXiv_CV arXiv_CV  Transfer_Learning  Salient  Review  Classification  Deep_Learning  CNN  PDF
• 2020-11-23 Application of Facial Recognition using Convolutional Neural Networks for Entry Access Control    Lars Lien Ankile, Morgan Feet Heggland, Kjartan Krange arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Face  Action  Classification  CNN  PDF
• 2020-11-23 Ranking Neural Checkpoints    Yandong Li, Xuhui Jia, Ruoxin Sang, Yukun Zhu, Bradley Green, Liqiang Wang, Boqing Gong arXiv_CV arXiv_CV  Transfer_Learning  PDF
• 2020-11-20 Combining Deep Transfer Learning with Signal-image Encoding for Multi-Modal Mental Wellbeing Classification    Kieran Woodward, Eiman Kanjo, Athanasios Tsanas arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Knowledge  Pose  Emotion  Classification  Deep_Learning  Relation  Activity  CNN  PDF
• 2020-11-20 Efficient Conditional Pre-training for Transfer Learning    Shuvam Chakraborty, Burak Uzkent, Kumar Ayush, Kumar Tanmay, Evan Sheehan, Stefano Ermon arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Pose  PDF
• 2020-11-19 Abnormal Event Detection in Urban Surveillance Videos Using GAN and Transfer Learning    Ali Atghaei, Soroush Ziaeinejad, Mohammad Rahmati arXiv_CV arXiv_CV  Surveillance  Transfer_Learning  Adversarial  Pose  Deep_Learning  Detection  GAN  CNN  Optical_Flow  PDF
• 2020-11-19 Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation    Soopil Kim, Sion An, Philip Chikontwe, Sang Hyun Park arXiv_AI arXiv_AI  Segmentation  Transfer_Learning  3D  RNN  Pose  Deep_Learning  Relation  GAN  Medical  PDF
• 2020-11-18 EasyTransfer -- A Simple and Scalable Deep Transfer Learning Platform for NLP Applications    Minghui Qiu, Peng Li, Hanjie Pan, Chengyu Wang, Cen Chen, Yaliang Li, Dehong Gao, Jun Huang, Yong Li, Jun Yang, Deng Cai, Wei Lin arXiv_CL arXiv_CL  Transfer_Learning  Pose  Action  Language_Model  Prediction  Recommendation  PDF
• 2020-11-18 Palomino-Ochoa at SemEval-2020 Task 9: Robust System based on Transformer for Code-Mixed Sentiment Classification    Daniel Palomino, Jose Ochoa-Luna arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Sentiment_Classification  Classification  Detection  Sentiment  Language_Model  PDF
• 2020-11-18 Out-of-Task Training for Dialog State Tracking Models    Michael Heck, Carel van Niekerk, Nurul Lubis, Christian Geishauser, Hsien-Chin Lin, Marco Moresi, Milica Gašić arXiv_CL arXiv_CL  Tracking  Transfer_Learning  PDF
• 2020-11-18 Master Thesis: Neural Sign Language Translation by Learning Tokenization    Alptekin Orbay arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  3D  Knowledge  Pose  NMT  PDF
• 2020-11-18 Continuous Emotion Recognition with Spatiotemporal Convolutional Neural Networks    Thomas Teixeira, Eric Granger, Alessandro Lameiras Koerich arXiv_CV arXiv_CV  Transfer_Learning  Recognition  3D  Pose  Emotion  Survey  Attention  CNN  Prediction  PDF
• 2020-11-18 Deep learning models for gastric signet ring cell carcinoma classification in whole slide images    Fahdi Kanavati, Shin Ichihara, Michael Rambeau, Osamu Iizuka, Koji Arihiro, Masayuki Tsuneki arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  PDF
• 2020-11-18 A Multi-class Approach -- Building a Visual Classifier based on Textual Descriptions using Zero-Shot Learning    Preeti Jagdish Sajjan, Frank G. Glavin arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Zero-Shot  Knowledge  Classification  Image_Classification  Prediction  PDF
• 2020-11-17 Recognition and standardization of cardiac MRI orientation via multi-tasking learning and deep neural networks    Ke Zhang, Xiahai Zhuang arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Recognition  Pose  Face  Prediction  PDF
• 2020-11-17 Can Semantic Labels Assist Self-Supervised Visual Representation Learning?    Longhui Wei, Lingxi Xie, Jianzhong He, Jianlong Chang, Xiaopeng Zhang, Wengang Zhou, Houqiang Li, Qi Tian arXiv_CV arXiv_CV  Embedding  Unsupervised  Transfer_Learning  Represenation_Learning  Self-Supervised  Contrastive_Learning  PDF
• 2020-11-17 Deep Learning Based HPV Status Prediction for Oropharyngeal Cancer Patients    Daniel M. Lang, Jan C. Peeken, Stephanie E. Combs, Jan J. Wilkens, Stefan Bartzsch arXiv_CV arXiv_CV  Transfer_Learning  3D  Deep_Learning  Detection  Medical  CNN  Prediction  PDF
• 2020-11-17 Assistive Diagnostic Tool for Brain Tumor Detection using Computer Vision    Sahithi Ankireddy arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Action  Detection  Medical  CNN  Prediction  PDF
• 2020-11-17 Refining Automatic Speech Recognition System for older adults    Liu Chen, Meysam Asgari arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Attention  Speech_Recognition  PDF
• 2020-11-16 A Transfer Learning Based Active Learning Framework for Brain Tumor Classification    Ruqian Hao, Khashayar Namdar, Lin Liu, Farzad Khalvati arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Medical  PDF
• 2020-11-16 On the Effectiveness of Vision Transformers for Zero-shot Face Anti-Spoofing    Anjith George, Sebastien Marcel arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Recognition  Zero-Shot  Pose  Face  Face_Recognition  PDF
• 2020-11-13 On the Transferability of VAE Embeddings using Relational Knowledge with Semi-Supervision    Harald Strömfelt, Luke Dickens, Artur d'Avila Garcez, Alessandra Russo arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Zero-Shot  Knowledge  Pose  Relation  PDF
• 2020-11-13 Multi-Modal Emotion Detection with Transfer Learning    Amith Ananthram, Kailash Karthik Saravanakumar, Jessica Huynh, Homayoon Beigi arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Speech  Emotion  Detection  PDF
• 2020-11-13 A Study of Domain Generalization on Ultrasound-based Multi-Class Segmentation of Arteries, Veins, Ligaments, and Nerves Using Transfer Learning    Edward Chen, Tejas Sudharshan Mathai, Vinit Sarode, Howie Choset, John Galeotti arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Pose  Deep_Learning  PDF
• 2020-11-13 Robotic self-representation improves manipulation skills and transfer learning    Phuong D.H. Nguyen, Manfred Eppe, Stefan Wermter arXiv_RO arXiv_RO  Transfer_Learning  Reinforcement_Learning  Action  PDF
• 2020-11-12 Roof fall hazard detection with convolutional neural networks using transfer learning    Ergin Isleyen, Sebnem Duzgun, McKell R. Carter arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Classification  Deep_Learning  Detection  CNN  Autonomous  Prediction  PDF
• 2020-11-12 Using IPA-Based Tacotron for Data Efficient Cross-Lingual Speaker Adaptation and Pronunciation Enhancement    Hamed Hemati, Damian Borth arXiv_SD arXiv_SD  Transfer_Learning  Enhancement  Speech  Pose  PDF
• 2020-11-12 Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study    Veysel Kocaman, Ofer M. Shir, Thomas Bäck arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Detection  Image_Classification  Prediction  PDF
• 2020-11-12 The CUHK-TUDELFT System for The SLT 2021 Children Speech Recognition Challenge    Si-Ioi Ng, Wei Liu, Zhiyuan Peng, Siyuan Feng, Hing-Pang Huang, Odette Scharenborg, Tan Lee arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Attention  Speech_Recognition  Language_Model  PDF
• 2020-11-12 A Transfer Learning Framework for Anomaly Detection Using Model of Normality    Sulaiman Aburakhia, Tareq Tayeh, Ryan Myers, Abdallah Shami arXiv_AI arXiv_AI  Transfer_Learning  Pose  Detection  Attention  CNN  PDF
• 2020-11-11 Transferred Fusion Learning using Skipped Networks    Vinayaka R Kamath, Vishal S, Varun M arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  PDF
• 2020-11-11 DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs    Yaxing Wang, Lu Yu, Joost van de Weijer arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Face  Quantitative  GAN  PDF
• 2020-11-11 Classification of COVID-19 in Chest CT Images using Convolutional Support Vector Machines    Umut Özkaya, Şaban Öztürk, Serkan Budak, Farid Melgani, Kemal Polat arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  CNN  PDF
• 2020-11-11 Generic Semi-Supervised Adversarial Subject Translation for Sensor-Based Human Activity Recognition    Elnaz Soleimani, Ghazaleh Khodabandelou, Abdelghani Chibani, Yacine Amirat arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Knowledge  Adversarial  Pose  Classification  GAN  Activity  Image_Classification  PDF
• 2020-11-11 Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning    Tobias Scheck, Roman Seidel, Gangolf Hirtz arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  3D  Detection  Object_Detection  CNN  PDF
• 2020-11-11 Recognizing More Emotions with Less Data Using Self-supervised Transfer Learning    Jonathan Boigne, Biman Liyanage, Ted Östrem arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Bert  Knowledge  Speech  Self-Supervised  Pose  Emotion  Attention  PDF
• 2020-11-11 An ensemble-based approach by fine-tuning the deep transfer learning models to classify pneumonia from chest X-ray images    Sagar Kora Venu arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  PDF
• 2020-11-10 Detecting Social Media Manipulation in Low-Resource Languages    Samar Haider, Luca Luceri, Ashok Deb, Adam Badawy, Nanyun Peng, Emilio Ferrara arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Bert  Knowledge  Pose  Detection  Activity  PDF
• 2020-11-10 A Transfer Learning Approach for Dialogue Act Classification of GitHub Issue Comments    Ayesha Enayet, Gita Sukthankar arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Classification  PDF
• 2020-11-09 Learning Generalizable Physiological Representations from Large-scale Wearable Data    Dimitris Spathis, Ignacio Perez-Pozuelo, Soren Brage, Nicholas J. Wareham, Cecilia Mascolo arXiv_AI arXiv_AI  Embedding  Unsupervised  Transfer_Learning  Recognition  Represenation_Learning  Self-Supervised  Pose  Relation  Activity  PDF
• 2020-11-09 Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning    Hammam Alshazly, Christoph Linse, Erhardt Barth, Thomas Martinetz arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Detection  Prediction  PDF
• 2020-11-09 Low-Resource Adaptation of Neural NLP Models    Farhad Nooralahzadeh arXiv_CL arXiv_CL  Transfer_Learning  Action  PDF
• 2020-11-08 Predictive Analysis of Diabetic Retinopathy with Transfer Learning    Shreyas Rajesh Labhsetwar, Raj Sunil Salvi, Piyush Arvind Kolte, Veerasai Subramaniam venkatesh, Alistair Michael Baretto arXiv_AI arXiv_AI  Transfer_Learning  Classification  Detection  Medical  CNN  PDF
• 2020-11-08 Right on Time: Multi-Temporal Convolutions for Human Action Recognition in Videos    Alexandros Stergiou, Ronald Poppe arXiv_CV arXiv_CV  Transfer_Learning  Recognition  3D  Pose  Action_Recognition  Action  PDF
• 2020-11-06 Deep Transfer Learning for Automated Diagnosis of Skin Lesions from Photographs    Emma Rocheteau, Doyoon Kim arXiv_CV arXiv_CV  NAS  Transfer_Learning  Deep_Learning  Detection  Medical  PDF
• 2020-11-06 Improving Machine Reading Comprehension with Single-choice Decision and Transfer Learning    Yufan Jiang, Shuangzhi Wu, Jing Gong, Yahui Cheng, Peng Meng, Weiliang Lin, Zhibo Chen, Mu li arXiv_CL arXiv_CL  Transfer_Learning  Bert  Knowledge  Classification  PDF
• 2020-11-05 Language Model is All You Need: Natural Language Understanding as Question Answering    Mahdi Namazifar, Alexandros Papangelis, Gokhan Tur, Dilek Hakkani-Tür arXiv_AI arXiv_AI  Transfer_Learning  Language_Model  QA  PDF
• 2020-11-05 Intra-Domain Task-Adaptive Transfer Learning to Determine Acute Ischemic Stroke Onset Time    Haoyue Zhang, Jennifer S Polson, Kambiz Nael, Noriko Salamon, Bryan Yoo, Suzie El-Saden, Fabien Scalzo, William Speier, Corey W Arnold arXiv_CV arXiv_CV  Transfer_Learning  3D  Pose  Classification  Deep_Learning  Detection  PDF
• 2020-11-05 An analysis of the transfer learning of convolutional neural networks for artistic images    Nicolas Gonthier, Yann Gousseau, Saïd Ladjal arXiv_CV arXiv_CV  Transfer_Learning  Quantitative  Classification  CNN  PDF
• 2020-11-03 Learning Visual Representations for Transfer Learning by Suppressing Texture    Shlok Mishra, Anshul Shah, Ankan Bansal, Jonghyun Choi, Abhinav Shrivastava, Abhishek Sharma, David Jacobs arXiv_CV arXiv_CV  Transfer_Learning  Sketch  Salient  Self-Supervised  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2020-11-03 Unsupervised Attention Based Instance Discriminative Learning for Person Re-Identification    Kshitij Nikhal, Benjamin S. Riggan arXiv_CV arXiv_CV  Person_Re-identification  Unsupervised  Transfer_Learning  Pose  Attention  Re-identification  PDF
• 2020-11-03 DeL-haTE: A Deep Learning Tunable Ensemble for Hate Speech Detection    Joshua Melton, Arunkumar Bagavathi, Siddharth Krishnan arXiv_CL arXiv_CL  Transfer_Learning  Speech  Pose  Face  Classification  Deep_Learning  Detection  PDF
• 2020-11-03 Developing High Quality Training Samples for Deep Learning Based Local Climate Classification in Korea    Minho Kim, Doyoung Jeong, Hyoungwoo Choi, Yongil Kim arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  CNN  PDF
• 2020-11-03 'You eat with your eyes first': Optimizing Yelp Image Advertising    Gaurab Banerjee, Samuel Spinner, Yasmine Mitchell arXiv_CV arXiv_CV  Transfer_Learning  Review  GAN  PDF
• 2020-11-02 Recyclable Waste Identification Using CNN Image Recognition and Gaussian Clustering    Yuheng Wang, Wen Jie Zhao, Jiahui Xu, Raymond Hong arXiv_AI arXiv_AI  Segmentation  Transfer_Learning  Recognition  Pose  Action  Classification  Detection  CNN  PDF
• 2020-11-02 A Deep Learning Study on Osteosarcoma Detection from Histological Images    D M Anisuzzaman, Hosein Barzekar, Ling Tong, Jake Luo, Zeyun Yu arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Detection  CNN  PDF
• 2020-11-01 Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey    Samuel Louvan, Bernardo Magnini arXiv_CL arXiv_CL  Transfer_Learning  Pose  Survey  Classification  Deep_Learning  Attention  PDF
• 2020-11-01 WLV-RIT at HASOC-Dravidian-CodeMix-FIRE2020: Offensive Language Identification in Code-switched YouTube Comments    Tharindu Ranasinghe, Sarthak Gupte, Marcos Zampieri, Ifeoma Nwogu arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Speech  GAN  Prediction  PDF
• 2020-11-01 TransQuest: Translation Quality Estimation with Cross-lingual Transformers    Tharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Pose  PDF
• 2020-11-01 Analyzing the Effect of Multi-task Learning for Biomedical Named Entity Recognition    Arda Akdemir, Tetsuo Shibuya arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Knowledge  Pose  Medical  PDF
• 2020-10-31 Free the Plural: Unrestricted Split-Antecedent Anaphora Resolution    Juntao Yu, Nafise Sadat Moosavi, Silviu Paun, Massimo Poesio arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Attention  PDF
• 2020-10-31 Multimodal and self-supervised representation learning for automatic gesture recognition in surgical robotics    Aniruddha Tamhane, Jie Ying Wu, Mathias Unberath arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Gesture  Represenation_Learning  Self-Supervised  Quantitative  Classification  PDF
• 2020-10-31 Automatic Chronic Degenerative Diseases Identification Using Enteric Nervous System Images    Gustavo Z. Felipe, Jacqueline N. Zanoni, Camila C. Sehaber-Sierakowski, Gleison D. P. Bossolani, Sara R. G. Souza, Franklin C. Flores, Luiz E. S. Oliveira, Rodolfo M. Pereira, Yandre M. G. Costa arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Represenation_Learning  Pose  Classification  Deep_Learning  CNN  PDF
• 2020-10-30 Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19    Plácido L Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Detection  PDF
• 2020-10-30 C-Net: A Reliable Convolutional Neural Network for Biomedical Image Classification    Hosein Barzekar, Zeyun Yu arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2020-10-29 Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks    Masood S. Mortazavi arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Speech  Action  Classification  PDF
• 2020-10-28 Accurate Prostate Cancer Detection and Segmentation on Biparametric MRI using Non-local Mask R-CNN with Histopathological Ground Truth    Zhenzhen Dai, Ivan Jambor, Pekka Taimen, Milan Pantelic, Mohamed Elshaikh, Craig Rogers, Otto Ettala, Peter Boström, Hannu Aronen, Harri Merisaari, Ning Wen arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  3D  Pose  Detection  PDF
• 2020-10-27 Learning to be Safe: Deep RL with a Safety Critic    Krishnan Srinivasan, Benjamin Eysenbach, Sehoon Ha, Jie Tan, Chelsea Finn arXiv_RO arXiv_RO  Transfer_Learning  Reinforcement_Learning  Pose  PDF
• 2020-10-27 CopyPaste: An Augmentation Method for Speech Emotion Recognition    Raghavendra Pappagari, Jesús Villalba, Piotr Żelasko, Laureano Moro-Velazquez, Najim Dehak arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Pose  Emotion  Deep_Learning  PDF
• 2020-10-27 Behavior Priors for Efficient Reinforcement Learning    Dhruva Tirumala, Alexandre Galashov, Hyeonwoo Noh, Leonard Hasenclever, Razvan Pascanu, Jonathan Schwarz, Guillaume Desjardins, Wojciech Marian Czarnecki, Arun Ahuja, Yee Whye Teh, Nicolas Heess arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Knowledge  Action  PDF
• 2020-10-26 Deep neural network models for computational histopathology: A survey    Chetan L. Srinidhi, Ozan Ciga, Anne L. Martel arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Weakly_Supervised  Review  Survey  Deep_Learning  PDF
• 2020-10-26 Multi-Class Zero-Shot Learning for Artistic Material Recognition    Alexander W Olson, Andreea Cucu, Tom Bock arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Zero-Shot  Sparse  Knowledge  Classification  Relation  PDF
• 2020-10-25 Smartphone-Based Test and Predictive Models for Rapid, Non-Invasive, and Point-of-Care Monitoring of Ocular and Cardiovascular Complications Related to Diabetes    Kasyap Chakravadhanula arXiv_CV arXiv_CV  Tracking  Transfer_Learning  3D  Classification  Detection  Medical  Image_Classification  Prediction  PDF
• 2020-10-24 Efficiently Mitigating Classification Bias via Transfer Learning    Xisen Jin, Francesco Barbieri, Aida Mostafazadeh Davani, Brendan Kennedy, Leonardo Neves, Xiang Ren arXiv_CL arXiv_CL  Transfer_Learning  Regularization  Adversarial  Speech  Pose  Classification  Prediction  PDF
• 2020-10-24 When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models    Benjamin Muller, Antonis Anastasopoulos, Benoît Sagot, Djamé Seddah arXiv_CL arXiv_CL  Transfer_Learning  Bert  Language_Model  PDF
• 2020-10-24 Shared Space Transfer Learning for analyzing multi-site fMRI data    Muhammad Yousefnezhad, Alessandro Selvitella, Daoqiang Zhang, Andrew J. Greenshaw, Russell Greiner arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Pose  Prediction  PDF
• 2020-10-24 Cross-Modal Transfer Learning for Multilingual Speech-to-Text Translation    Chau Tran, Changhan Wang, Yuqing Tang, Yun Tang, Juan Pino, Xian Li arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Speech  Pose  PDF
• 2020-10-23 Improving Classification through Weak Supervision in Context-specific Conversational Agent Development for Teacher Education    Debajyoti Datta, Maria Phillips, Jennifer Chiu, Ginger S. Watson, James P. Bywater, Laura Barnes, Donald Brown arXiv_CL arXiv_CL  Transfer_Learning  Pose  Classification  QA  PDF
• 2020-10-23 A Study of Transfer Learning in Music Source Separation    Andreas Bugler, Bryan Pardo, Prem Seetharaman arXiv_SD arXiv_SD  Transfer_Learning  Deep_Learning  PDF
• 2020-10-23 Anchor-based Bilingual Word Embeddings for Low-Resource Languages    Tobias Eder, Viktor Hangya, Alexander Fraser arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Pose  PDF
• 2020-10-23 BARThez: a Skilled Pretrained French Sequence-to-Sequence Model    Moussa Kamal Eddine, Antoine J.-P. Tixier, Michalis Vazirgiannis arXiv_CL arXiv_CL  Transfer_Learning  Bert  Knowledge  Self-Supervised  Summarization  Language_Model  PDF
• 2020-10-23 Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels    Valentyn Melnychuk, Evgeniy Faerman, Ilja Manakov, Thomas Seidl arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  Classification  Attention  Medical  Matching  PDF
• 2020-10-23 A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios    Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow arXiv_CL arXiv_CL  Transfer_Learning  Sparse  Survey  PDF
• 2020-10-22 Graph Contrastive Learning with Augmentations    Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Represenation_Learning  Adversarial  Self-Supervised  Pose  Contrastive_Learning  CNN  PDF
• 2020-10-22 STAR: A Schema-Guided Dialog Dataset for Transfer Learning    Johannes E. M. Mosig, Shikib Mehri, Thomas Kober arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Knowledge  Pose  PDF
• 2020-10-22 CUNI Systems for the Unsupervised and Very Low Resource Translation Task in WMT20    Ivana Kvapilíková, Tom Kocmi, Ondřej Bojar arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  PDF
• 2020-10-22 Investigating the True Performance of Transformers in Low-Resource Languages: A Case Study in Automatic Corpus Creation    Jan Christian Blaise Cruz, Jose Kristian Resabal, James Lin, Dan John Velasco, Charibeth Cheng arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Pose  Inference  PDF
• 2020-10-21 Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents    Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee arXiv_CL arXiv_CL  Transfer_Learning  Optimization  Self-Supervised  Pose  Contrastive_Learning  Action  Deep_Learning  Few-Shot  Prediction  PDF
• 2020-10-20 Pushing the Limits of AMR Parsing with Self-Learning    Young-Suk Lee, Ramon Fernandez Astudillo, Tahira Naseem, Revanth Gangi Reddy, Radu Florian, Salim Roukos arXiv_CL arXiv_CL  Transfer_Learning  Action  PDF
• 2020-10-20 Complete Multilingual Neural Machine Translation    Markus Freitag, Orhan Firat arXiv_CL arXiv_CL  Transfer_Learning  Face  NMT  PDF
• 2020-10-20 Performance of Transfer Learning Model vs. Traditional Neural Network in Low System Resource Environment    William Hui arXiv_CL arXiv_CL  Transfer_Learning  Bert  Text_Classification  Pose  Classification  PDF
• 2020-10-19 Technical Question Answering across Tasks and Domains    Wenhao Yu, Lingfei Wu, Yu Deng, Qingkai Zeng, Ruchi Mahindru, Sinem Guven, Meng Jiang arXiv_AI arXiv_AI  Transfer_Learning  Pose  Attention  QA  PDF
• 2020-10-19 An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification    Victor L. F. Souza, Adriano L. I. Oliveira, Rafael M. O. Cruz, Robert Sabourin arXiv_CV arXiv_CV  Transfer_Learning  Optimization  Pose  CNN  PDF
• 2020-10-18 Vision-Based Layout Detection from Scientific Literature using Recurrent Convolutional Neural Networks    Huichen Yang, William H. Hsu arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Action  Classification  Deep_Learning  Detection  Object_Detection  GAN  CNN  PDF
• 2020-10-18 Meta-Learning for Low-Resource Unsupervised Neural MachineTranslation    Yunwon Tae, Cheonbok Park, Taehee Kim, Soyoung Yang, Mohammad Azam Khan, Eunjeong Park, Tao Qin, Jaegul Choo arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Knowledge  Pose  NMT  PDF
• 2020-10-17 Audio-based Near-Duplicate Video Retrieval with Audio Similarity Learning    Pavlos Avgoustinakis, Giorgos Kordopatis-Zilos, Symeon Papadopoulos, Andreas L. Symeonidis, Ioannis Kompatsiaris arXiv_SD arXiv_SD  Transfer_Learning  Pose  CNN  Video_Retrieval  PDF
• 2020-10-16 Towards Accurate Knowledge Transfer via Target-awareness Representation Disentanglement    Xingjian Li, Di Hu, Xuhong Li, Haoyi Xiong, Zhi Ye, Zhipeng Wang, Chengzhong Xu, Dejing Dou arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  PDF
• 2020-10-16 Deep Learning based Automated Forest Health Diagnosis from Aerial Images    Chia-Yen Chiang, Chloe Barnes, Plamen Angelov, Richard Jiang arXiv_CV arXiv_CV  Transfer_Learning  Deep_Learning  Detection  CNN  PDF
• 2020-10-16 Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification    Andrew Moore, Jeremy Barnes arXiv_CL arXiv_CL  Transfer_Learning  Sentiment_Classification  Pose  Classification  Detection  Sentiment  Language_Model  PDF
• 2020-10-16 SIGTYP 2020 Shared Task: Prediction of Typological Features    Johannes Bjerva, Elizabeth Salesky, Sabrina J. Mielke, Aditi Chaudhary, Giuseppe G. A. Celano, Edoardo M. Ponti, Ekaterina Vylomova, Ryan Cotterell, Isabelle Augenstein arXiv_CL arXiv_CL  Transfer_Learning  Sparse  Knowledge  Relation  Prediction  PDF
• 2020-10-16 PrivNet: Safeguarding Private Attributes in Transfer Learning for Recommendation    Guangneng Hu, Qiang Yang arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Adversarial  Pose  Recommendation  PDF
• 2020-10-16 Inferring symmetry in natural language    Chelsea Tanchip, Lei Yu, Aotao Xu, Yang Xu arXiv_CL arXiv_CL  Transfer_Learning  Inference  Language_Model  PDF
• 2020-10-15 P2L: Predicting Transfer Learning for Images and Semantic Relations    Bishwaranjan Bhattacharjee, John R. Kender, Matthew Hill, Parijat Dube, Siyu Huo, Michael R. Glass, Brian Belgodere, Sharath Pankanti, Noel Codella, Patrick Watson arXiv_AI arXiv_AI  Transfer_Learning  Classification  Relation  PDF
• 2020-10-15 Explicit Alignment Objectives for Multilingual Bidirectional Encoders    Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Bert  Zero-Shot  Classification  PDF
• 2020-10-15 Interpretation of Swedish Sign Language using Convolutional Neural Networks and Transfer Learning    Gustaf Halvardsson, Johanna Peterson, César Soto-Valero, Benoit Baudry arXiv_AI arXiv_AI  Transfer_Learning  Gradient_Descent  Optimization  CNN  PDF
• 2020-10-15 Self-training for Few-shot Transfer Across Extreme Task Differences    Cheng Perng Phoo, Bharath Hariharan arXiv_AI arXiv_AI  Transfer_Learning  Few-Shot  PDF
• 2020-10-14 Effects of the Nonlinearity in Activation Functions on the Performance of Deep Learning Models    Nalinda Kulathunga, Nishath Rajiv Ranasinghe, Daniel Vrinceanu, Zackary Kinsman, Lei Huang, Yunjiao Wang arXiv_AI arXiv_AI  Transfer_Learning  Classification  Deep_Learning  Image_Classification  PDF
• 2020-10-14 PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training    An Tran, Ali Zonoozi, Jagannadan Varadarajan, Hannes Kruppa arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Action  Detection  PDF
• 2020-10-14 Deep Ensembles for Low-Data Transfer Learning    Basil Mustafa, Carlos Riquelme, Joan Puigcerver, andAndré Susano Pinto, Daniel Keysers, Neil Houlsby arXiv_CV arXiv_CV  Transfer_Learning  Pose  Inference  PDF
• 2020-10-14 Just Pick a Sign: Optimizing Deep Multitask Models with Gradient Sign Dropout    Zhao Chen, Jiquan Ngiam, Yanping Huang, Thang Luong, Henrik Kretzschmar, Yuning Chai, Dragomir Anguelov arXiv_CV arXiv_CV  Transfer_Learning  PDF
• 2020-10-13 Pagsusuri ng RNN-based Transfer Learning Technique sa Low-Resource Language    Dan John Velasco arXiv_CL arXiv_CL  Transformer  Transfer_Learning  RNN  Speech  Face  Classification  GAN  Language_Model  PDF
• 2020-10-13 Multilingual Argument Mining: Datasets and Analysis    Orith Toledo-Ronen, Matan Orbach, Yonatan Bilu, Artem Spector, Noam Slonim arXiv_AI arXiv_AI  Transfer_Learning  Bert  Relation  PDF
• 2020-10-13 Which Model to Transfer? Finding the Needle in the Growing Haystack    Cedric Renggli, André Susano Pinto, Luka Rimanic, Joan Puigcerver, Carlos Riquelme, Ce Zhang, Mario Lucic arXiv_CV arXiv_CV  Transfer_Learning  Pose  PDF
• 2020-10-13 Land Cover Semantic Segmentation Using ResUNet    Vasilis Pollatos, Loukas Kouvaras, Eleni Charou arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Classification  CNN  PDF
• 2020-10-13 Model Selection for Cross-Lingual Transfer using a Learned Scoring Function    Yang Chen, Alan Ritter arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Zero-Shot  Pose  PDF
• 2020-10-13 Asking Crowdworkers to Write Entailment Examples: The Best of Bad Options    Clara Vania, Ruijie Chen, Samuel R. Bowman arXiv_CL arXiv_CL  Transfer_Learning  Pose  Relation  Inference  PDF
• 2020-10-13 Universal Model for 3D Medical Image Analysis    Xiaoman Zhang, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang arXiv_CV arXiv_CV  Transfer_Learning  3D  Adversarial  Self-Supervised  Pose  Deep_Learning  Medical  PDF
• 2020-10-12 Multi-Stage Pre-training for Low-Resource Domain Adaptation    Rong Zhang, Revanth Gangi Reddy, Md Arafat Sultan, Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avirup Sil, Todd Ward arXiv_CL arXiv_CL  Transfer_Learning  Bert  Detection  Language_Model  PDF
• 2020-10-12 Collective Wisdom: Improving Low-resource Neural Machine Translation using Adaptive Knowledge Distillation    Fahimeh Saleh, Wray Buntine, Gholamreza Haffari arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Pose  NMT  PDF
• 2020-10-11 MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models    Hari Sowrirajan, Jingbo Yang, Andrew Y. Ng, Pranav Rajpurkar arXiv_AI arXiv_AI  Transfer_Learning  Self-Supervised  Action  Classification  Medical  Image_Classification  PDF
• 2020-10-11 Multilingual Offensive Language Identification with Cross-lingual Embeddings    Tharindu Ranasinghe, Marcos Zampieri arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Speech  GAN  Prediction  PDF
• 2020-10-11 Shape-aware Generative Adversarial Networks for Attribute Transfer    Lei Luo, William Hsu, Shangxian Wang arXiv_CV arXiv_CV  Transfer_Learning  Adversarial  Pose  Face  GAN  PDF
• 2020-10-11 fairseq S2T: Fast Speech-to-Text Modeling with fairseq    Changhan Wang, Yun Tang, Xutai Ma, Anne Wu, Dmytro Okhonko, Juan Pino arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Recognition  RNN  Speech  Speech_Recognition  Inference  Language_Model  PDF
• 2020-10-09 ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization    Shiyue Zhang, Benjamin Frey, Mohit Bansal arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Bert  RNN  Pose  NMT  Language_Model  PDF
• 2020-10-09 A Reactive Autonomous Camera System for the RAVEN II Surgical Robot    Kay Hutchinson, Mohammad Samin Yasar, Harshneet Bhatia, Homa Alemzadeh arXiv_RO arXiv_RO  Transfer_Learning  3D  Pose  Survey  Autonomous  PDF
• 2020-10-09 Weaponizing Unicodes with Deep Learning -- Identifying Homoglyphs with Weakly Labeled Data    Perry Deng, Cooper Linsky, Matthew Wright arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Pose  Deep_Learning  Detection  Object_Detection  PDF
• 2020-10-08 Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared Task    Thibault Sellam, Amy Pu, Hyung Won Chung, Sebastian Gehrmann, Qijun Tan, Markus Freitag, Dipanjan Das, Ankur P. Parikh arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Prediction  PDF
• 2020-10-08 CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning    Ossama Ahmed, Frederik Träuble, Anirudh Goyal, Alexander Neitz, Manuel Wüthrich, Yoshua Bengio, Bernhard Schölkopf, Stefan Bauer arXiv_RO arXiv_RO  Transfer_Learning  Reinforcement_Learning  3D  Pose  PDF
• 2020-10-08 Leveraging Unpaired Text Data for Training End-to-End Speech-to-Intent Systems    Yinghui Huang, Hong-Kwang Kuo, Samuel Thomas, Zvi Kons, Kartik Audhkhasi, Brian Kingsbury, Ron Hoory, Michael Picheny arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Speech  Pose  Classification  PDF
• 2020-10-08 Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding    Qile Zhu, Haidar Khan, Saleh Soltan, Stephen Rawls, Wael Hamza arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Zero-Shot  Pose  Action  Inference  PDF
• 2020-10-08 Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification    Pedro R. A. S. Bassi, Willian Rampazzo, Romis Attux arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Speech  Face  Classification  Speech_Recognition  CNN  PDF
• 2020-10-07 An Audio-Video Deep and Transfer Learning Framework for Multimodal Emotion Recognition in the wild    Denis Dresvyanskiy, Elena Ryumina, Heysem Kaya, Maxim Markitantov, Alexey Karpov, Wolfgang Minker arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Pose  Emotion  Deep_Learning  PDF
• 2020-10-07 Optimizing Transformers with Approximate Computing for Faster, Smaller and more Accurate NLP Models    Amrit Nagarajan, Sanchari Sen, Jacob R. Stevens, Anand Raghunathan arXiv_AI arXiv_AI  Transformer  Quantization  Transfer_Learning  Bert  Pose  Attention  Matching  PDF
• 2020-10-07 Conversion and Implementation of State-of-the-Art Deep Learning Algorithms for the Classification of Diabetic Retinopathy    Mihir Rao, Michelle Zhu, Tianyang Wang arXiv_AI arXiv_AI  Transfer_Learning  Action  Classification  Deep_Learning  Detection  Medical  CNN  Image_Classification  PDF
• 2020-10-07 'I'd rather just go to bed': Understanding Indirect Answers    Annie Louis, Dan Roth, Filip Radlinski arXiv_CL arXiv_CL  Transfer_Learning  Bert  Inference  Language_Model  PDF
• 2020-10-07 Unsupervised Representation Learning by InvariancePropagation    Feng Wang, Huaping Liu, Di Guo, Fuchun Sun arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Represenation_Learning  Pose  Contrastive_Learning  Classification  Attention  PDF
• 2020-10-07 Variational Transfer Learning for Fine-grained Few-shot Visual Recognition    Jingyi Xu, Mingzhen Huang, ShahRukh Athar, Dimitris Samaras arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Classification  Few-Shot  Image_Classification  Inference  PDF
• 2020-10-07 Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages    Michael A. Hedderich, David Adelani, Dawei Zhu, Jesujoba Alabi, Udia Markus, Dietrich Klakow arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Classification  PDF
• 2020-10-06 Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization    Ashiq Imran, Vassilis Athitsos arXiv_CV arXiv_CV  Transfer_Learning