Transfer_Learning

2022-06-27 Transfer Learning via Test-Time Neural Networks Aggregation Bruno Casella, Alessio Barbaro Chisari, Sebastiano Battiato, Mario Valerio Giuffrida arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose PDF
2022-06-27 Interpretable Acoustic Representation Learning on Breathing and Speech Signals for COVID-19 Detection Debottam Dutta, Debarpan Bhattacharya, Sriram Ganapathy, Amir H. Poorjam, Deepak Mittal, Maneesh Singh arXiv_SD arXiv_SD Transfer_Learning Represenation_Learning Speech Pose Detection Attention CNN PDF
2022-06-27 Automatic identification of segmentation errors for radiotherapy using geometric learning Edward G. A. Henderson, Andrew F. Green, Marcel van Herk, Eliana M. Vasquez Osorio arXiv_CV arXiv_CV Segmentation Unsupervised Transfer_Learning 3D Self-Supervised Pose Contour Attention GAN CNN QA PDF
2022-06-27 Linguistic Correlation Analysis: Discovering Salient Neurons in deepNLP models Nadir Durrani, Fahim Dalvi, Hassan Sajjad arXiv_CL arXiv_CL Transformer Transfer_Learning Salient Knowledge Quantitative Relation Attention PDF
2022-06-25 Defense against adversarial attacks on deep convolutional neural networks through nonlocal denoising Sandhya Aneja, Nagender Aneja, Pg Emeroylariffion Abas, Abdul Ghani Naim arXiv_CV arXiv_CV Transfer_Learning Adversarial Pose Deep_Learning Denoising CNN PDF
2022-06-24 RAPid-Learn: A Framework for Learning to Recover for Handling Novelties in Open-World Environments Shivam Goel, Yash Shukla, Vasanth Sarathy, Matthias Scheutz, Jivko Sinapov arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Action PDF
2022-06-24 A Novel Approach For Analysis of Distributed Acoustic Sensing System Based on Deep Transfer Learning Ceyhun Efe Kayan, Kivilcim Yuksel Aldogan, Abdurrahman Gumus arXiv_CV arXiv_CV Transfer_Learning Recognition RNN Pose Action Classification CNN PDF
2022-06-24 Automatic extraction of coronary arteries using deep learning in invasive coronary angiograms Yinghui Meng, Zhenglong Du, Chen Zhao, Minghao Dong, Drew Pienta, Zhihui Xu, Weihua Zhou arXiv_CV arXiv_CV Segmentation Transfer_Learning Pose Action Deep_Learning PDF
2022-06-22 Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer Lucas N. Alegre, Ana L. C. Bazzan, Bruno C. da Silva arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Action PDF
2022-06-22 Template-based Approach to Zero-shot Intent Recognition Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova, Valentin Malykh, Andrey Bout, Irina Piontkovskaya arXiv_CL arXiv_CL Transfer_Learning Enhancement Recognition Zero-Shot Text_Classification Knowledge Classification Inference PDF
2022-06-22 Imitation Learning for Generalizable Self-driving Policy with Sim-to-real Transfer Zoltán Lőrincz, Márton Szemenyei, Róbert Moni arXiv_CV arXiv_CV Transfer_Learning PDF
2022-06-21 An Efficient Industrial Federated Learning Framework for AIoT: A Face Recognition Application Youlong Ding, Xueyang Wu, Zhitao Li, Zeheng Wu, Shengqi Tan, Qian Xu, Weike Pan, Qiang Yang arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Face Face_Recognition Attention Prediction PDF
2022-06-21 MEStereo-Du2CNN: A Novel Dual Channel CNN for Learning Robust Depth Estimates from Multi-exposure Stereo Images for HDR 3D Applications Rohit Choudhary, Mansi Sharma, Uma T V, Rithvik Anil arXiv_CV arXiv_CV Transfer_Learning 3D Pose Quantitative Matching PDF
2022-06-21 Building an Endangered Language Resource in the Classroom: Universal Dependencies for Kakataibo Roberto Zariquiey, Claudia Alvarado, Ximena Echevarria, Luisa Gomez, Rosa Gonzales, Mariana Illescas, Sabina Oporto, Frederic Blum, Arturo Oncevay, Javier Vera arXiv_CL arXiv_CL Transfer_Learning Speech Pose PDF
2022-06-20 Remote Sensing Image Classification using Transfer Learning and Attention Based Deep Neural Network Lam Pham, Khoa Tran, Dat Ngo, Jasmin Lampert, Alexander Schindler arXiv_CV arXiv_CV Transfer_Learning Scene_Classification Pose Classification Deep_Learning Detection Object_Detection Attention Image_Classification PDF
2022-06-20 An Empirical Analysis on the Vulnerabilities of End-to-End Speech Segregation Models Rahil Parikh, Gaspar Rochette, Carol Espy-Wilson, Shihab Shamma arXiv_AI arXiv_AI Transfer_Learning Knowledge Speech Pose PDF
2022-06-19 Learning Multi-Task Transferable Rewards via Variational Inverse Reinforcement Learning Se-Wook Yoo, Seung-Woo Seo arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Regularization Adversarial Pose Action PDF
2022-06-19 Agricultural Plantation Classification using Transfer Learning Approach based on CNN Uphar Singh, Tushar Musale, Ranjana Vyas, O.P.Vyas (Indian Institute of Information Technology, Allahabad, India) arXiv_AI arXiv_AI Transfer_Learning Recognition Pose Classification Deep_Learning CNN PDF
2022-06-19 Terrain Classification using Transfer Learning on Hyperspectral Images: A Comparative study Uphar Singh, Kumar Saurabh, Neelaksh Trehan, Ranjana Vyas, O.P. Vyas arXiv_AI arXiv_AI Transfer_Learning Pose Classification Deep_Learning CNN Image_Classification PDF
2022-06-19 Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping Jenthe Thienpondt, Kris Demuynck arXiv_SD arXiv_SD Transformer Transfer_Learning Enhancement Recognition Speech Pose Speech_Recognition PDF
2022-06-19 Scalable Neural Data Server: A Data Recommender for Transfer Learning Tianshi Cao, Sasha Doubov, David Acuna, Sanja Fidler arXiv_CV arXiv_CV Transfer_Learning Pose Recommendation PDF
2022-06-18 Multistream Gaze Estimation with Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning Zunayed Mahmud, Paul Hungler, Ali Etemad arXiv_CV arXiv_CV Transfer_Learning Pose Gaze_Estimation PDF
2022-06-17 CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer Yao Mu, Shoufa Chen, Mingyu Ding, Jianyu Chen, Runjian Chen, Ping Luo arXiv_CV arXiv_CV Transformer Transfer_Learning Reinforcement_Learning Pose Attention PDF
2022-06-17 A Survey on Computational Intelligence-based Transfer Learning Mohamad Zamini, Eunjin Kim arXiv_AI arXiv_AI Transfer_Learning Knowledge Survey PDF
2022-06-17 FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification Aliaksandra Shysheya, John Bronskill, Massimiliano Patacchiola, Sebastian Nowozin, Richard E Turner arXiv_CV arXiv_CV Transfer_Learning Classification Deep_Learning Few-Shot Image_Classification PDF
2022-06-17 COVID-19 Detection using Transfer Learning with Convolutional Neural Network Pramit Dutta, Tanny Roy, Nafisa Anjum arXiv_CV arXiv_CV Transfer_Learning Pose Detection CNN PDF
2022-06-17 Multi-Classification of Brain Tumor Images Using Transfer Learning Based Deep Neural Network Pramit Dutta, Khaleda Akhter Sathi, Md. Saiful Islam arXiv_CV arXiv_CV Transfer_Learning Pose Classification PDF
2022-06-16 Recursive Neural Programs: Variational Learning of Image Grammars and Part-Whole Hierarchies Ares Fisher, Rajesh P.N. Rao arXiv_CV arXiv_CV Transfer_Learning Knowledge Inference PDF
2022-06-16 Understanding Decision-Time vs. Background Planning in Model-Based Reinforcement Learning Safa Alver, Doina Precup arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning PDF
2022-06-15 Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification Adrian El Baz, André Carvalho, Hong Chen, Fabio Ferreira, Henry Gouk, Shell Hu, Frank Hutter, Zhengying Liu, Felix Mohr, Jan van Rijn, Xin Wang, Isabelle Guyon (TAU, LISN) arXiv_AI arXiv_AI Transfer_Learning Knowledge Classification Few-Shot GAN Image_Classification PDF
2022-06-15 Subsurface Depths Structure Maps Reconstruction with Generative Adversarial Networks Dmitry Ivlev arXiv_CV arXiv_CV Reconstruction Transfer_Learning Super_Resolution 3D Knowledge Adversarial Pose Face Survey GAN PDF
2022-06-14 Evaluating histopathology transfer learning with ChampKit Jakub R. Kaczmarzyk, Tahsin M. Kurc, Shahira Abousamra, Rajarsi Gupta, Joel H. Saltz, Peter K. Koo arXiv_CV arXiv_CV Transfer_Learning Pose Classification Deep_Learning Detection Image_Classification Prediction PDF
2022-06-14 Quantitative Imaging Principles Improves Medical Image Learning Lambert T. Leong, Michael C. Wong, Yannik Glaser, Thomas Wolfgruber, Steven B. Heymsfield, Peter Sadwoski, John A. Shepherd arXiv_CV arXiv_CV Transfer_Learning Self-Supervised Pose Quantitative Medical PDF
2022-06-14 Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition Wang Lu, Jindong Wang, Yiqiang Chen, Sinno Jialin Pan, Chunyu Hu, Xin Qin arXiv_AI arXiv_AI Transfer_Learning Recognition Pose Classification Attention Activity PDF
2022-06-13 LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning Yi-Lin Sung, Jaemin Cho, Mohit Bansal arXiv_CV arXiv_CV Transfer_Learning Pose VQA Prediction QA PDF
2022-06-13 Anomaly Detection and Inter-Sensor Transfer Learning on Smart Manufacturing Datasets Mustafa Abdallah, Byung-Gun Joung, Wo Jae Lee, Charilaos Mousoulis, John W. Sutherland, Saurabh Bagchi arXiv_AI arXiv_AI Transfer_Learning Sparse Salient Knowledge Pose Classification Detection PDF
2022-06-12 Modeling Generalized Specialist Approach To Train Quality Resilient Snapshot Ensemble Ghalib Ahmed Tahir, Chu Kiong Loo, Zongying Liu arXiv_CV arXiv_CV Transfer_Learning Recognition Classification CNN PDF
2022-06-12 PAC-Net: A Model Pruning Approach to Inductive Transfer Learning Sanghoon Myung, In Huh, Wonik Jang, Jae Myung Choe, Jisu Ryu, Dae Sin Kim, Kee-Eung Kim, Changwook Jeong arXiv_AI arXiv_AI Transfer_Learning Pose Deep_Learning PDF
2022-06-12 APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking Yuxiang Yang, Junjie Yang, Yufei Xu, Jing Zhang, Long Lan, Dacheng Tao arXiv_CV arXiv_CV Tracking Transfer_Learning Pose_Estimation Pose PDF
2022-06-11 Toward Real-world Single Image Deraining: A New Benchmark and Beyond Wei Li, Qiming Zhang, Jing Zhang, Zhen Huang, Xinmei Tian, Dacheng Tao arXiv_CV arXiv_CV Transfer_Learning Restoration Pose Attention PDF
2022-06-10 Dynamic stability of power grids -- new datasets for Graph Neural Networks Christian Nauck, Michael Lindner, Konstantin Schürholt, Frank Hellmann arXiv_AI arXiv_AI Transfer_Learning Prediction PDF
2022-06-10 Efficient Per-Shot Convex Hull Prediction By Recurrent Learning Somdyuti Paul, Andrey Norkin, Alan C. Bovik arXiv_CV arXiv_CV Transfer_Learning Pose Deep_Learning CNN Prediction PDF
2022-06-09 Data-Efficient Double-Win Lottery Tickets from Robust Pre-training Tianlong Chen, Zhenyu Zhang, Sijia Liu, Yang Zhang, Shiyu Chang, Zhangyang Wang arXiv_AI arXiv_AI Transfer_Learning Sparse Adversarial Pose Matching PDF
2022-06-09 CFA: Coupled-hypersphere-based Feature Adaptation for Target-Oriented Anomaly Localization Sungwook Lee, Seunghyun Lee, Byung Cheol Song arXiv_CV arXiv_CV Transfer_Learning Pose Quantitative Detection PDF
2022-06-08 Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, Jinyoung Yeo arXiv_AI arXiv_AI Transfer_Learning Zero-Shot Knowledge Knowledge_Graph Pose QA PDF
2022-06-07 Discrete State-Action Abstraction via the Successor Representation Amnon Attali, Pedro Cisneros-Velarde, Marco Morales, Nancy M. Amato arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Sparse Pose Action PDF
2022-06-07 Transfer learning to decode brain states reflecting the relationship between cognitive tasks Youzhi Qu, Xinyao Jian, Wenxin Che, Penghui Du, Kai Fu, Quanying Liu arXiv_AI arXiv_AI Transfer_Learning Pose Relation PDF
2022-06-06 Robust Fine-Tuning of Deep Neural Networks with Hessian-based Generalization Guarantees Haotian Ju, Dongyue Li, Hongyang R. Zhang arXiv_CV arXiv_CV Transfer_Learning Regularization Classification Image_Classification PDF
2022-06-06 Hardware-accelerated Mars Sample Localization via deep transfer learning from photorealistic simulations Raúl Castilla-Arquillo, Carlos Jesús Pérez-del-Pulgar, Gonzalo Jesús Paz-Delgado, Levin Gerdes arXiv_AI arXiv_AI Transfer_Learning 3D Pose_Estimation Pose Face Detection Autonomous PDF
2022-06-06 Transfer Learning based Search Space Design for Hyperparameter Tuning Yang Li, Yu Shen, Huaijun Jiang, Tianyi Bai, Wentao Zhang, Ce Zhang, Bin Cui arXiv_AI arXiv_AI NAS Transfer_Learning Optimization Knowledge Deep_Learning PDF
2022-06-06 MorisienMT: A Dataset for Mauritian Creole Machine Translation Raj Dabre, Aneerav Sukhoo arXiv_CL arXiv_CL Transfer_Learning Pose NMT PDF
2022-06-04 Actuarial Applications of Natural Language Processing Using Transformers: Case Studies for Using Text Features in an Actuarial Context Andreas Troxler (AT Analytics), Jürg Schelldorfer (Swiss Re) arXiv_CL arXiv_CL Transformer Transfer_Learning Classification Prediction PDF
2022-06-03 MetaLR: Layer-wise Learning Rate based on Meta-Learning for Adaptively Fine-tuning Medical Pre-trained Models Yixiong Chen, Jingxian Li, Hua Jiang, Li Liu, Chris Ding arXiv_CV arXiv_CV Transfer_Learning Pose Medical PDF
2022-06-03 Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation Chenyu You, Jinlin Xiang, Kun Su, Xiaoran Zhang, Siyuan Dong, John Onofrey, Lawrence Staib, James S. Duncan arXiv_AI arXiv_AI Segmentation Embedding Transfer_Learning Pose Medical PDF
2022-06-02 Examining the behaviour of state-of-the-art convolutional neural networks for brain tumor detection with and without transfer learning Md. Atik Ahamed, Rabeya Tus Sadia arXiv_CV arXiv_CV Transfer_Learning Pose Classification Detection CNN PDF
2022-06-02 Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection Juuso Eronen, Michal Ptaszynski, Fumito Masui, Masaki Arata, Gniewosz Leliwa, Michal Wroczynski arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Detection Relation PDF
2022-06-01 Evaluating Gaussian Grasp Maps for Generative Grasping Models William Prew, Toby P. Breckon, Magnus Bordewich, Ulrik Beierholm arXiv_CV arXiv_CV Transfer_Learning Pose Attention Inference PDF
2022-06-01 CellCentroidFormer: Combining Self-attention and Convolution for Cell Detection Royden Wagner, Karl Rohr arXiv_CV arXiv_CV Transformer Transfer_Learning Pose Deep_Learning Detection Attention CNN PDF
2022-06-01 Supervised Denoising of Diffusion-Weighted Magnetic Resonance Images Using a Convolutional Neural Network and Transfer Learning Jakub Jurek, Andrzej Materka, Kamil Ludwisiak, Agata Majos, Kamil Gorczewski, Kamil Cepuch, Agata Zawadzka arXiv_CV arXiv_CV Transfer_Learning Pose Quantitative Denoising CNN PDF
2022-05-31 A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling Gaode Chen, Yijun Su, Xinghua Zhang, Anmin Hu, Guochun Chen, Siyuan Feng, Ji Xiang, Junbo Zhang, Yu Zheng arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Relation GAN PDF
2022-05-31 Variational Transfer Learning using Cross-Domain Latent Modulation Jinyong Hou, Jeremiah D. Deng, Stephen Cranefield, Xuejie Din arXiv_AI arXiv_AI Unsupervised Transfer_Learning Pose Inference PDF
2022-05-30 HiViT: Hierarchical Vision Transformer Meets Masked Image Modeling Xiaosong Zhang, Yunjie Tian, Wei Huang, Qixiang Ye, Qi Dai, Lingxi Xie, Qi Tian arXiv_CV arXiv_CV Transformer Segmentation Transfer_Learning Self-Supervised Pose Detection Attention PDF
2022-05-28 Looks Like Magic: Transfer Learning in GANs to Generate New Card Illustrations Matheus K. Venturelli, Pedro H. Gomes, Jônatas Wehrmann arXiv_CV arXiv_CV Transfer_Learning Pose Face Quantitative GAN PDF
2022-05-28 Multi-Source Transfer Learning for Deep Model-Based Reinforcement Learning Remo Sasso, Matthia Sabatelli, Marco A. Wiering arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Knowledge Pose Action Autonomous PDF
2022-05-27 Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning Xiliang Zhu, Shayna Gardiner, David Rossouw, Tere Roldán, Simon Corston-Oliver arXiv_CL arXiv_CL Transfer_Learning Recognition Restoration Speech Pose Speech_Recognition PDF
2022-05-27 Classification of COVID-19 Patients with their Severity Level from Chest CT Scans using Transfer Learning Mansi Gupta, Aman Swaraj, Karan Verma arXiv_CV arXiv_CV Transfer_Learning Recognition Action Classification Deep_Learning Medical PDF
2022-05-27 Semantic-aware Dense Representation Learning for Remote Sensing Image Change Detection Hao Chen, Wenyuan Li, Song Chen, Zhenwei Shi arXiv_CV arXiv_CV Transfer_Learning Represenation_Learning Self-Supervised Pose Quantitative Deep_Learning Detection PDF
2022-05-26 Efficient textual explanations for complex road and traffic scenarios based on semantic segmentation Yiyue Zhao, Xinyu Yun, Chen Chai, Zhiyu Liu, Wenxuan Fan, Xiao Luo arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Knowledge Pose Autonomous PDF
2022-05-25 Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation Tu Vu, Aditya Barua, Brian Lester, Daniel Cer, Mohit Iyyer, Noah Constant arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Summarization PDF
2022-05-25 Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-tuning Mozhdeh Gheini, Xuezhe Ma, Jonathan May arXiv_CL arXiv_CL Transfer_Learning Optimization Knowledge Pose Language_Model PDF
2022-05-24 Linear Connectivity Reveals Generalization Strategies Jeevesh Juneja, Rachit Bansal, Kyunghyun Cho, João Sedoc, Naomi Saphra arXiv_CL arXiv_CL Transfer_Learning Face PDF
2022-05-24 Face2Text revisited: Improved data set and baseline results Marc Tanti, Shaun Abdilla, Adrian Muscat, Claudia Borg, Reuben A. Farrugia, Albert Gatt arXiv_CV arXiv_CV Image_Caption Transfer_Learning RNN Face Attention PDF
2022-05-24 Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova arXiv_CL arXiv_CL Transfer_Learning Language_Model PDF
2022-05-24 Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer Ahmet Üstün, Arianna Bisazza, Gosse Bouma, Gertjan van Noord, Sebastian Ruder arXiv_CL arXiv_CL Embedding Transfer_Learning Zero-Shot Knowledge Pose Few-Shot PDF
2022-05-23 When does Parameter-Efficient Transfer Learning Work for Machine Translation? Ahmet Üstün, Asa Cooper Stickland arXiv_CL arXiv_CL Transfer_Learning PDF
2022-05-23 Cross-lingual Lifelong Learning Meryem M'hamdi, Xiang Ren, Jonathan May arXiv_CL arXiv_CL Transfer_Learning Knowledge PDF
2022-05-23 Paddy Doctor: A Visual Image Dataset for Paddy Disease Classification Petchiammal A, Briskline Kiruba S, D. Murugan, Pandarasamy A arXiv_CV arXiv_CV Transfer_Learning Face Classification Detection GAN CNN PDF
2022-05-22 The Geometry of Multilingual Language Model Representations Tyler A. Chang, Zhuowen Tu, Benjamin K. Bergen arXiv_CL arXiv_CL Transfer_Learning Speech Language_Model Prediction PDF
2022-05-22 Classification of Quasars, Galaxies, and Stars in the Mapping of the Universe Multi-modal Deep Learning Sabeesh Ethiraj, Bharath Kumar Bolla arXiv_AI arXiv_AI Transfer_Learning Survey Action Classification Deep_Learning Prediction PDF
2022-05-21 Vision Transformers in 2022: An Update on Tiny ImageNet Ethan Huynh arXiv_CV arXiv_CV Transformer Transfer_Learning Attention PDF
2022-05-20 Action Recognition for American Sign Language Nguyen Huu Phong, Bernardete Ribeiro arXiv_CV arXiv_CV Transfer_Learning Recognition Gesture RNN Action_Recognition Action PDF
2022-05-20 Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors Ravid Shwartz-Ziv, Micah Goldblum, Hossein Souri, Sanyam Kapoor, Chen Zhu, Yann LeCun, Andrew Gordon Wilson arXiv_CV arXiv_CV Segmentation Transfer_Learning Self-Supervised Face Classification Deep_Learning PDF
2022-05-20 Deep transfer learning for image classification: a survey Jo Plested, Tom Gedeon arXiv_AI arXiv_AI Transformer Transfer_Learning Knowledge Review Survey Classification Relation CNN Image_Classification PDF
2022-05-19 Human Gender Prediction Based on Deep Transfer Learning from Panoramic Radiograph Images I. Atas arXiv_CV arXiv_CV Transfer_Learning Pose Classification Deep_Learning Prediction PDF
2022-05-19 Robust and Efficient Medical Imaging with Self-Supervision Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Patricia MacWilliams, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Wilson, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zach Beaver, Fiona Ryan, Justin Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Greg S. Corrado, Dale R. Webster, David Fleet, Geoffrey Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan arXiv_AI arXiv_AI Transfer_Learning Represenation_Learning Self-Supervised Medical Matching PDF
2022-05-19 TransTab: Learning Transferable Tabular Transformers Across Tables Zifeng Wang, Jimeng Sun arXiv_AI arXiv_AI Transformer Embedding Transfer_Learning Self-Supervised Pose PDF
2022-05-19 EXPANSE: A Deep Continual / Progressive Learning System for Deep Transfer Learning Mohammadreza Iman, John A. Miller, Khaled Rasheed, Robert M. Branchinst, Hamid R. Arabnia arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Face Deep_Learning PDF
2022-05-18 Global Contrast Masked Autoencoders Are Powerful Pathological Representation Learners Hao Quan, Xingyu Li, Weixing Chen, Mingchen Zou, Ruijie Yang, Tingting Zheng, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui arXiv_CV arXiv_CV Transfer_Learning Self-Supervised Pose Classification Deep_Learning Medical PDF
2022-05-18 Federated Learning: Applications, Challenges and Future Scopes Subrato Bharati, M. Rubaiyat Hossain Mondal, Prajoy Podder, V. B. Surya Prasath arXiv_AI arXiv_AI Transfer_Learning Gradient_Descent Review Pose Deep_Learning Medical Recommendation PDF
2022-05-18 Evaluation of Transfer Learning for Polish with a Text-to-Text Model Aleksandra Chrabrowa, Łukasz Dragan, Karol Grzegorczyk, Dariusz Kajtoch, Mikołaj Koszowski, Robert Mroczkowski, Piotr Rybak arXiv_CL arXiv_CL Unsupervised Transfer_Learning Pose Denoising Summarization PDF
2022-05-18 Persian Natural Language Inference: A Meta-learning approach Heydar Soudani, Mohammad Hassan Mojab, Hamid Beigy arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Pose Inference QA PDF
2022-05-17 Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation Muhammad Umair Nasir, Innocent Amos Mchechesi arXiv_AI arXiv_AI Transfer_Learning Knowledge PDF
2022-05-17 A unified framework for dataset shift diagnostics Felipe Maia Polo, Rafael Izbicki, Evanildo Gomes Lacerda Jr, Juan Pablo Ibieta-Jimenez, Renato Vicente arXiv_AI arXiv_AI Transfer_Learning Face Classification Detection Prediction PDF
2022-05-17 When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning Orion Weller, Kevin Seppi, Matt Gardner arXiv_CL arXiv_CL Transfer_Learning PDF
2022-05-16 Manifold Characteristics That Predict Downstream Task Performance Ruan van der Merwe, Gregory Newman, Etienne Barnard arXiv_CV arXiv_CV Tracking Transfer_Learning Gradient_Descent Adversarial Self-Supervised Pose PDF
2022-05-15 Fused Deep Neural Network based Transfer Learning in Occluded Face Classification and Person re-Identification Mohamed Mohana, Prasanalakshmi B, Salem Alelyani, Mohammed Saleh Alsaqer arXiv_CV arXiv_CV Surveillance Person_Re-identification Transfer_Learning Facial_Landmark Recognition Face Classification Detection Face_Recognition Re-identification Matching PDF
2022-05-14 Classification of Astronomical Bodies by Efficient Layer Fine-Tuning of Deep Neural Networks Sabeesh Ethiraj, Bharath Kumar Bolla arXiv_AI arXiv_AI NAS Transfer_Learning Classification PDF
2022-05-14 Revisiting Facial Key Point Detection: An Efficient Approach Using Deep Neural Networks Prathima Dileep, Bharath Kumar Bolla, Sabeesh Ethiraj arXiv_AI arXiv_AI NAS Transfer_Learning Facial_Landmark Emotion Face Deep_Learning Detection Inference PDF
2022-05-14 Efficient Deep Learning Methods for Identification of Defective Casting Products Bharath Kumar Bolla, Mohan Kingam, Sabeesh Ethiraj arXiv_AI arXiv_AI NAS Transfer_Learning Classification Deep_Learning Detection PDF
2022-05-14 Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning Wei-Rui Chen, Muhammad Abdul-Mageed arXiv_CL arXiv_CL Transfer_Learning Quantitative PDF
2022-05-13 Toward a Geometrical Understanding of Self-supervised Contrastive Learning Romain Cosentino, Anirvan Sengupta, Salman Avestimehr, Mahdi Soltanolkotabi, Antonio Ortega, Ted Willke, Mariano Tepper arXiv_AI arXiv_AI Embedding Transfer_Learning Self-Supervised Contrastive_Learning Action Relation PDF
2022-05-13 Revisiting the Updates of a Pre-trained Model for Few-shot Learning Yujin Kim, Jaehoon Oh, Sungnyun Kim, Se-Young Yun arXiv_CV arXiv_CV Transfer_Learning Few-Shot PDF
2022-05-12 DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain Damith Premasiri, Tharindu Ranasinghe, Wajdi Zaghouani, Ruslan Mitkov arXiv_CL arXiv_CL Transformer Transfer_Learning QA PDF
2022-05-12 Target Aware Network Architecture Search and Compression for Efficient Knowledge Transfer S.H.Shabbeer Basha, Debapriya Tula, Sravan Kumar Vinakota, Shiv Ram Dubey arXiv_CV arXiv_CV NAS Transfer_Learning Knowledge Pose CNN PDF
2022-05-12 SimCPSR: Simple Contrastive Learning for Paper Submission Recommendation System Duc H. Le, Tram T. Doan, Son T. Huynh, Binh T. Nguyen arXiv_CV arXiv_CV Transformer Transfer_Learning Pose Contrastive_Learning Language_Model Recommendation PDF
2022-05-11 Automatic Tuberculosis and COVID-19 cough classification using deep learning Madhurananda Pahar, Marisa Klopper, Byron Reeve, Rob Warren, Grant Theron, Andreas Diacon, Thomas Niesler arXiv_SD arXiv_SD Transfer_Learning RNN Speech Classification Deep_Learning GAN PDF
2022-05-11 AutoKE: An automatic knowledge embedding framework for scientific machine learning Mengge Du, Yuntian Chen, Dongxiao Zhang arXiv_CL arXiv_CL NAS Embedding Transfer_Learning Knowledge Pose Prediction PDF
2022-05-11 ReFine: Re-randomization before Fine-tuning for Cross-domain Few-shot Learning Jaehoon Oh, Sungnyun Kim, Namgyu Ho, Jin-Hwa Kim, Hwanjun Song, Se-Young Yun arXiv_CV arXiv_CV Transfer_Learning Pose Few-Shot Attention PDF
2022-05-10 Object Detection in Indian Food Platters using Transfer Learning with YOLOv4 Deepanshu Pandey, Purva Parmar, Gauri Toshniwal, Mansi Goel, Vishesh Agrawal, Shivangi Dhiman, Lavanya Gupta, Ganesh Bagler arXiv_CV arXiv_CV Transfer_Learning Detection Object_Detection PDF
2022-05-10 CoDo: Contrastive Learning with Downstream Background Invariance for Detection Bing Zhao, Jun Li, Hong Zhu arXiv_AI arXiv_AI Transfer_Learning Represenation_Learning Self-Supervised Pose Contrastive_Learning Classification Detection Object_Detection PDF
2022-05-09 An Effective Scheme for Maize Disease Recognition based on Deep Networks Saeedeh Osouli, Behrouz Bolourian Haghighi, Ehsan Sadrossadat arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Detection Object_Detection PDF
2022-05-09 Sub-Word Alignment Is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation Minhan Xu, Yu Hong arXiv_CL arXiv_CL Embedding Transfer_Learning PDF
2022-05-09 ProQA: Structural Prompt-based Pre-training for Unified Question Answering Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Knowledge Few-Shot QA PDF
2022-05-09 Muskits: an End-to-End Music Processing Toolkit for Singing Voice Synthesis Jiatong Shi, Shuai Guo, Tao Qian, Nan Huo, Tomoki Hayashi, Yuning Wu, Frank Xu, Xuankai Chang, Huazhe Li, Peter Wu, Shinji Watanabe, Qin Jin arXiv_SD arXiv_SD Transformer Transfer_Learning RNN Knowledge Speech PDF
2022-05-08 On the Use of BERT for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation Yongjie Wang, Chuan Wang, Ruobing Li, Hui Lin arXiv_AI arXiv_AI Transfer_Learning Bert RNN Pose Deep_Learning PDF
2022-05-07 Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur arXiv_CL arXiv_CL Transformer Transfer_Learning Pose Attention Language_Model PDF
2022-05-07 Keratoconus Classifier for Smartphone-based Corneal Topographer Siddhartha Gairola, Pallavi Joshi, Anand Balasubramaniam, Kaushik Murali, Nipun Kwatra, Mohit Jain arXiv_CV arXiv_CV Transfer_Learning Pose Quantitative Medical CNN PDF
2022-05-07 Utility-Oriented Underwater Image Quality Assessment Based on Transfer Learning Weiling Chen, Rongfu Lin, Honggang Liao, Tiesong Zhao, Ke Gu, Patrick Le Callet arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Detection Relation QA PDF
2022-05-06 RCMNet: A deep learning model assists CAR-T therapy for leukemia Ruitao Zhang, Xueying Han, Ijaz Gul, Shiyao Zhai, Ying Liu, Yongbing Zhang, Yuhan Dong, Lan Ma, Dongmei Yu, Jin Zhou, Peiwu Qin arXiv_CV arXiv_CV Transformer Transfer_Learning Pose Classification Deep_Learning CNN Image_Classification PDF
2022-05-06 Large Scale Transfer Learning for Differentially Private Image Classification Harsh Mehta, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky arXiv_CV arXiv_CV Transfer_Learning Gradient_Descent Adversarial Classification Deep_Learning Image_Classification PDF
2022-05-05 Understanding Transfer Learning for Chest Radiograph Clinical Report Generation with Modified Transformer Architectures Edward Vendrow, Ethan Schonfeld arXiv_AI arXiv_AI Image_Caption Transformer Embedding Transfer_Learning Bert Pose Medical Caption PDF
2022-05-04 Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation 3D Deep_Learning Detection PDF
2022-05-04 ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks Marcely Zanon Boito, John Ortega, Hugo Riguidel, Antoine Laurent, Loïc Barrault, Fethi Bougares, Firas Chaabani, Ha Nguyen, Florentin Barbier, Souhir Gahbiche, Yannick Estève arXiv_CL arXiv_CL Transfer_Learning Recognition Speech Self-Supervised Speech_Recognition PDF
2022-05-03 Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? Subba Reddy Oota, Jashn Arora, Veeral Agarwal, Mounika Marreddy, Manish Gupta, Bapi Raju Surampudi arXiv_AI arXiv_AI Transformer Transfer_Learning Relation Summarization Activity Inference Language_Model PDF
2022-05-03 Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning Mike Zhang, Kristian Nørgaard Jensen, Barbara Plank arXiv_CL arXiv_CL Transfer_Learning Bert Zero-Shot Classification Few-Shot PDF
2022-05-01 Preserve Pre-trained Knowledge: Transfer Learning With Self-Distillation For Action Recognition Yang Zhou, Zhanhao He, Keyu Lu, Guanhong Wang, Gaoang Wang arXiv_CV arXiv_CV Transfer_Learning Recognition Represenation_Learning Knowledge Self-Supervised Pose Action_Recognition Action PDF
2022-05-01 Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach Meisin Lee, Lay-Ki Soon, Eu-Gene Siew arXiv_CL arXiv_CL Transfer_Learning Action Classification Relation Prediction PDF
2022-04-29 Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation Gusseppe Bravo-Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak arXiv_AI arXiv_AI Transfer_Learning Pose Prediction PDF
2022-04-29 Fix the Noise: Disentangling Source Feature for Transfer Learning of StyleGAN Dongyeun Lee, Jae Young Lee, Doyeon Kim, Jaehyun Choi, Junmo Kim arXiv_AI arXiv_AI Transfer_Learning Pose GAN Matching PDF
2022-04-29 Por Qu'e N~ao Utiliser Alla Spr{aa}k? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer Haoran Xu, Kenton Murray arXiv_CL arXiv_CL Transfer_Learning Optimization Pose Few-Shot PDF
2022-04-28 Model Selection, Adaptation, and Combination for Deep Transfer Learning through Neural Networks in Renewable Energies Jens Schreiber, Bernhard Sick arXiv_AI arXiv_AI Transfer_Learning Pose Prediction PDF
2022-04-28 Resource-efficient domain adaptive pre-training for medical images Yasar Mehmood, Usama Ijaz Bajwa, Xianfang Sun arXiv_CV arXiv_CV Transfer_Learning Pose Deep_Learning Medical PDF
2022-04-28 Adversarial Fine-tune with Dynamically Regulated Adversary Pengyue Hou, Ming Zhou, Jie Han, Petr Musilek, Xingyu Li arXiv_AI arXiv_AI Transfer_Learning Adversarial Pose Autonomous PDF
2022-04-27 Transfer Learning with Pre-trained Conditional Generative Models Shin'ya Yamaguchi, Sekitoshi Kanai, Atsutoshi Kumagai, Daiki Chijiwa, Hisashi Kashima arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose PDF
2022-04-27 A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer Ayan Sengupta, Tharun Suresh, Md Shad Akhtar, Tanmoy Chakraborty arXiv_CL arXiv_CL Transformer Embedding Transfer_Learning Zero-Shot Represenation_Learning Pose Relation Attention Language_Model PDF
2022-04-26 Meta-free representation learning for few-shot learning via stochastic weight averaging Kuilin Chen, Chi-Guhn Lee arXiv_CV arXiv_CV Transfer_Learning Represenation_Learning Pose Classification Few-Shot Attention Prediction PDF
2022-04-25 Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation Antoine Saporta, Arthur Douillard, Tuan-Hung Vu, Patrick Pérez, Matthieu Cord arXiv_CV arXiv_CV Segmentation Unsupervised Transfer_Learning Semantic_Segmentation Pose Face PDF
2022-04-25 Multi-objective Pointer Network for Combinatorial Optimization Le-yang Gao, Rui Wang, Chuang Liu, Zhao-hong Jia arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Optimization Pose PDF
2022-04-25 Audio-Visual Scene Classification Using A Transfer Learning Based Joint Optimization Strategy Chengxin Chen, Meng Wang, Pengyuan Zhang arXiv_CV arXiv_CV Embedding Transfer_Learning Scene_Classification Optimization Pose Classification Attention PDF
2022-04-25 A Hybrid Defense Method against Adversarial Attacks on Traffic Sign Classifiers in Autonomous Vehicles Zadid Khan, Mashrur Chowdhury, Sakib Mahmud Khan arXiv_CV arXiv_CV Transfer_Learning Gradient_Descent Recognition Optical_Character Adversarial Classification Autonomous PDF
2022-04-24 Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training Yuanxin Liu, Fandong Meng, Zheng Lin, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou arXiv_CL arXiv_CL Transfer_Learning Bert Pose Language_Model Matching PDF
2022-04-23 Improving Self-Supervised Learning-based MOS Prediction Networks Bálint Gyires-Tóth, Csaba Zainkó arXiv_AI arXiv_AI Quantization Transfer_Learning RNN Speech Self-Supervised Prediction PDF
2022-04-22 HRPlanes: High Resolution Airplane Dataset for Deep Learning Tolga Bakirman, Elif Sertel arXiv_AI arXiv_AI Transfer_Learning Pose Deep_Learning Detection Object_Detection PDF
2022-04-22 Transfer Learning from Synthetic In-vitro Soybean Pods Dataset for In-situ Segmentation of On-branch Soybean Pod Si Yang, Lihua Zheng, Xieyuanli Chen, Laura Zabawa, Man Zhang, Minjuan Wang arXiv_CV arXiv_CV Segmentation Transfer_Learning Pose Deep_Learning PDF
2022-04-22 Detecting early signs of depression in the conversational domain: The role of transfer learning in low-resource scenarios Petr Lorenc, Ana-Sabina Uban, Paolo Rosso, Jan Šedivý arXiv_CL arXiv_CL Transfer_Learning Detection PDF
2022-04-21 Progressive Training of A Two-Stage Framework for Video Restoration Meisong Zheng, Qunliang Xing, Minglang Qiao, Mai Xu, Lai Jiang, Huaida Liu, Ying Chen arXiv_CV arXiv_CV Transformer Transfer_Learning Enhancement Super_Resolution Restoration RNN Pose PDF
2022-04-20 Self-supervised Learning for Sonar Image Classification Alan Preciado-Grijalva, Bilal Wehbe, Miguel Bande Firvida, Matias Valdenegro-Toro arXiv_CV arXiv_CV Image_Caption Transfer_Learning Self-Supervised Classification Few-Shot Denoising Image_Classification PDF
2022-04-20 K-LITE: Learning Transferable Visual Models with External Knowledge Sheng Shen, Chunyuan Li, Xiaowei Hu, Yujia Xie, Jianwei Yang, Pengchuan Zhang, Anna Rohrbach, Zhe Gan, Lijuan Wang, Lu Yuan, Ce Liu, Kurt Keutzer, Trevor Darrell, Jianfeng Gao arXiv_AI arXiv_AI Image_Caption Transfer_Learning Zero-Shot Knowledge Pose Classification Detection Few-Shot Object_Detection Caption Image_Classification PDF
2022-04-18 Enhancing Non-mass Breast Ultrasound Cancer Classification With Knowledge Transfer Yangrun Hu, Yuanfan Guo, Fan Zhang, Mingda Wang, Tiancheng Lin, Rong Wu, Yi Xu arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Classification Prediction PDF
2022-04-18 Hierarchical Optimal Transport for Comparing Histopathology Datasets Anna Yeaton, Rahul G. Krishnan, Rebecca Mieloszyk, David Alvarez-Melis, Grace Huynh arXiv_AI arXiv_AI Transfer_Learning Pose Deep_Learning Prediction PDF
2022-04-18 Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology Yuchao Zheng, Chen Li, Xiaomin Zhou, Haoyuan Chen, Hao Xu, Yixin Li, Haiqing Zhang, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek arXiv_CV arXiv_CV Transformer Transfer_Learning Pose Classification Medical PDF
2022-04-17 kpfriends at SemEval-2022 Task 2: NEAMER -- Named Entity Augmented Multi-word Expression Recognizer Min Sik Oh arXiv_CL arXiv_CL Embedding Transfer_Learning Knowledge Classification Detection PDF
2022-04-17 Wound Severity Classification using Deep Neural Network D. M. Anisuzzaman, Yash Patel, Jeffrey Niezgoda, Sandeep Gopalakrishnan, Zeyun Yu arXiv_CV arXiv_CV Transfer_Learning Classification Deep_Learning Attention PDF
2022-04-16 STRATA: Word Boundaries & Phoneme Recognition From Continuous Urdu Speech using Transfer Learning, Attention, & Data Augmentation Saad Naeem, Omer Beg arXiv_SD arXiv_SD Transfer_Learning Recognition Speech Pose Detection Attention PDF
2022-04-16 Few-Shot Transfer Learning to improve Chest X-Ray pathology detection using limited triplets Ananth Reddy Bhimireddy, John Lee Burns, Saptarshi Purkayastha, Judy Wawira Gichoya arXiv_CV arXiv_CV Transfer_Learning Classification Deep_Learning Detection Few-Shot Medical Inference Prediction PDF
2022-04-15 Transfer Importance Sampling $unicode{x2013}$ How Testing Automated Vehicles in Multiple Test Setups Helps With the Bias-Variance Tradeoff Max Winkelmann, Constantin Vasconi, Steffen Müller arXiv_RO arXiv_RO Transfer_Learning Pose PDF
2022-04-15 Transfer Learning for Instance Segmentation of Waste Bottles using Mask R-CNN Algorithm Punitha Jaikumar, Remy Vandaele, Varun Ojha arXiv_CV arXiv_CV Segmentation Transfer_Learning Pose Deep_Learning Detection CNN PDF
2022-04-15 Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference Shell Xu Hu, Da Li, Jan Stühmer, Minyoung Kim, Timothy M. Hospedales arXiv_CV arXiv_CV Transformer Unsupervised Transfer_Learning Classification Few-Shot Image_Classification PDF
2022-04-14 Robotic and Generative Adversarial Attacks in Offline Writer-independent Signature Verification Jordan J. Bird arXiv_CV arXiv_CV Transfer_Learning Adversarial GAN CNN PDF
2022-04-14 DeiT III: Revenge of the ViT Hugo Touvron, Matthieu Cord, Hervé Jégou arXiv_CV arXiv_CV Transformer Segmentation Transfer_Learning Semantic_Segmentation Bert Self-Supervised Classification Image_Classification PDF
2022-04-14 Dialogue Strategy Adaptation to New Action Sets Using Multi-dimensional Modelling Simon Keizer, Norbert Braunschweiler, Svetlana Stoyanchev, Rama Doddipatla arXiv_CL arXiv_CL Transfer_Learning Pose Action PDF
2022-04-14 OmniPD: One-Step Person Detection in Top-View Omnidirectional Indoor Scenes Jingrui Yu, Roman Seidel, Gangolf Hirtz arXiv_AI arXiv_AI Transfer_Learning Pose Detection Object_Detection CNN Inference PDF
2022-04-13 Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow arXiv_CL arXiv_CL Embedding Transfer_Learning Bert Sentiment_Classification Zero-Shot Classification Sentiment Language_Model PDF
2022-04-13 Single-grasp deformable object discrimination: the effect of gripper morphology, sensing modalities, and action parameters Michal Pliska, Michal Mares, Pavel Stoudek, Zdenek Straka, Karla Stepanova, Matej Hoffmann arXiv_RO arXiv_RO Transfer_Learning RNN Action Classification PDF
2022-04-11 Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data Kyungjune Baek, Hyunjung Shim arXiv_CV arXiv_CV Transfer_Learning Salient Pose GAN Inference PDF
2022-04-10 Fake news detection using parallel BERT deep neural networks Mahmood Farokhian, Vahid Rafe, Hadi Veisi arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Pose Detection PDF
2022-04-09 IDPG: An Instance-Dependent Prompt Generation Method Zhuofeng Wu, Sinong Wang, Jiatao Gu, Rui Hou, Yuxiao Dong, V.G.Vinod Vydiswaran, Hao Ma arXiv_CL arXiv_CL Transfer_Learning Pose Language_Model PDF
2022-04-09 A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, Antonio Plaza arXiv_CV arXiv_CV Transfer_Learning RNN Pose Action Classification Detection Attention CNN PDF
2022-04-09 Segmenting across places: The need for fair transfer learning with satellite imagery Miao Zhang, Harvineet Singh, Lazarus Chok, Rumi Chunara arXiv_CV arXiv_CV Segmentation Unsupervised Transfer_Learning PDF
2022-04-08 Blockchain as an Enabler for Transfer Learning in Smart Environments Amin Anjomshoaa, Edward Curry arXiv_AI arXiv_AI Transfer_Learning Knowledge Knowledge_Graph Pose PDF
2022-04-08 Does Robustness on ImageNet Transfer to Downstream Tasks? Yutaro Yamada, Mayu Otani arXiv_CV arXiv_CV Transformer Segmentation Transfer_Learning Semantic_Segmentation Pose Classification Detection Object_Detection CNN Image_Classification Prediction PDF
2022-04-08 Marvelous Agglutinative Language Effect on Cross Lingual Transfer Learning Wooyoung Kim, Chaerin Jo, Minjung Kim, Wooju Kim arXiv_CL arXiv_CL Transfer_Learning Language_Model PDF
2022-04-07 Unsupervised Prompt Learning for Vision-Language Models Tony Huang, Jack Chu, Fangyun Wei arXiv_CV arXiv_CV Embedding Unsupervised Transfer_Learning Recognition Zero-Shot Pose Inference Language_Model PDF
2022-04-07 Pneumonia Detection in Chest X-Rays using Neural Networks Narayana Darapaneni, Ashish Ranjan, Dany Bright, Devendra Trivedi, Ketul Kumar, Vivek Kumar, Anwesh Reddy Paduri arXiv_CV arXiv_CV Transfer_Learning Pose Classification Deep_Learning Detection Medical CNN PDF
2022-04-07 Unified Contrastive Learning in Image-Text-Label Space Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Bin Xiao, Ce Liu, Lu Yuan, Jianfeng Gao arXiv_AI arXiv_AI Transformer Transfer_Learning Recognition Zero-Shot Pose Contrastive_Learning Classification Image_Classification PDF
2022-04-07 A Pathology-Based Machine Learning Method to Assist in Epithelial Dysplasia Diagnosis Karoline da Rocha, José C. M. Bermudez, Elena R. C. Rivero, Márcio H. Costa arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Classification Detection CNN PDF
2022-04-07 Implementing a Real-Time, YOLOv5 based Social Distancing Measuring System for Covid-19 Narayana Darapaneni, Shrawan Kumar, Selvarangan Krishnan, Hemalatha K, Arunkumar Rajagopal, Nagendra, Anwesh Reddy Paduri arXiv_CV arXiv_CV Transfer_Learning Pose Deep_Learning Drone PDF
2022-04-07 MTI-Net: A Multi-Target Speech Intelligibility Prediction Model Ryandhimas E. Zezario, Szu-wei Fu, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao arXiv_SD arXiv_SD Embedding Transfer_Learning Speech Self-Supervised Pose Deep_Learning Attention Prediction PDF
2022-04-06 Deep transfer learning for system identification using long short-term memory neural networks Kaicheng Niu, Mi Zhou, Chaouki T. Abdallah, Mohammad Hayajneh arXiv_CV arXiv_CV Transfer_Learning RNN Pose PDF
2022-04-06 EfficientCellSeg: Efficient Volumetric Cell Segmentation Using Context Aware Pseudocoloring Royden Wagner, Karl Rohr arXiv_CV arXiv_CV Transformer Segmentation Tracking Transfer_Learning 3D CNN PDF
2022-04-06 Emotional Speech Recognition with Pre-trained Deep Visual Models Waleed Ragheb, Mehdi Mirzapour, Ali Delfardi, Hélène Jacquenet, Lawrence Carbon arXiv_CV arXiv_CV Transfer_Learning Recognition Speech Pose Emotion Speech_Recognition PDF
2022-04-06 A New Dataset for Topic-Based Paragraph Classification in Genocide-Related Court Transcripts Miriam Schirmer, Udo Kruschwitz, Gregor Donabauer arXiv_CL arXiv_CL Transformer Transfer_Learning Pose Classification PDF
2022-04-06 Language Model for Text Analytic in Cybersecurity Ehsan Aghaei, Xi Niu, Waseem Shadid, Ehab Al-Shaer arXiv_CL arXiv_CL Transfer_Learning Bert Pose Quantitative Language_Model PDF
2022-04-06 Banana Sub-Family Classification and Quality Prediction using Computer Vision Narayana Darapaneni, Arjun Tanndalam, Mohit Gupta, Neeta Taneja, Prabu Purushothaman, Swati Eswar, Anwesh Reddy Paduri, Thangaselvi Arichandrapandian arXiv_AI arXiv_AI Transfer_Learning Classification Image_Classification Prediction PDF
2022-04-05 A lightweight and accurate YOLO-like network for small target detection in Aerial Imagery Alessandro Betti arXiv_CV arXiv_CV Transfer_Learning Deep_Learning Detection Object_Detection PDF
2022-04-05 Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data Zixuan Ke, Mohammad Kachuee, Sungjin Lee arXiv_AI arXiv_AI Transfer_Learning Knowledge Review Pose Face PDF
2022-04-04 Towards Deep Industrial Transfer Learning: Clustering for Transfer Case Selection Benjamin Maschler, Tim Knodel, Michael Weyrich arXiv_AI arXiv_AI Transfer_Learning Pose Survey Deep_Learning PDF
2022-04-04 Computer-Aided Extraction of Select MRI Markers of Cerebral Small Vessel Disease: A Systematic Review Jiyang Jiang, Dadong Wang, Yang Song, Perminder S. Sachdev, Wei Wen arXiv_CV arXiv_CV Transfer_Learning Review Action Deep_Learning PDF
2022-04-04 Anti-Spoofing Using Transfer Learning with Variational Information Bottleneck Youngsik Eom, Yeonghyeon Lee, Ji Sub Um, Hoirin Kim arXiv_SD arXiv_SD Transfer_Learning Speech Pose PDF
2022-04-03 Deep Speech Based End-to-End Automated Speech Recognition for Indian-English Accents Priyank Dubey, Bilal Shah arXiv_CL arXiv_CL Transfer_Learning Recognition RNN Speech Pose Deep_Learning Speech_Recognition PDF
2022-04-01 Efficient Argument Structure Extraction with Transfer Learning and Active Learning Xinyu Hua, Lu Wang arXiv_CL arXiv_CL Transformer Transfer_Learning Pose Face Action Prediction PDF
2022-04-01 Proper Reuse of Image Classification Features Improves Object Detection Cristina Vasconcelos, Vighnesh Birodkar, Vincent Dumoulin arXiv_CV arXiv_CV Transfer_Learning Knowledge Classification Detection Object_Detection Image_Classification PDF
2022-04-01 Autonomous crater detection on asteroids using a fully-convolutional neural network Francesco Latorre, Dario Spiller, Fabio Curti arXiv_CV arXiv_CV Segmentation Transfer_Learning Detection CNN Autonomous Matching PDF
2022-04-01 Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations Yan Zhang, Changyu Li, Ivor W. Tsang, Hui Xu, Lixin Duan, Hongzhi Yin, Wen Li, Jie Shao arXiv_AI arXiv_AI Transfer_Learning Sparse Pose Action Recommendation PDF
2022-03-31 Real-Time and Robust 3D Object Detection Within Road-Side LiDARs Using Domain Adaptation Walter Zimmer, Marcus Grabler, Alois Knoll arXiv_CV arXiv_CV Transfer_Learning 3D Pose Detection Object_Detection Inference PDF
2022-03-31 Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy Tong Zhang, Congpei Qiu, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann arXiv_CV arXiv_CV Transfer_Learning Self-Supervised PDF
2022-03-31 Scaling Language Model Size in Cross-Device Federated Learning Jae Hun Ro, Theresa Breiner, Lara McConnaughey, Mingqing Chen, Ananda Theertha Suresh, Shankar Kumar, Rajiv Mathews arXiv_CL arXiv_CL Transformer Quantization Transfer_Learning RNN Language_Model PDF
2022-03-31 A Temporal Learning Approach to Inpainting Endoscopic Specularities and Its effect on Image Correspondence Rema Daher, Francisco Vasconcelos, Danail Stoyanov arXiv_CV arXiv_CV Reconstruction Unsupervised Transfer_Learning Inpainting 3D Sparse Adversarial Pose Quantitative Detection GAN Optical_Flow Matching PDF
2022-03-31 Domain Adaptation for Sparse-Data Settings: What Do We Gain by Not Using Bert? Marina Sedinkina, Martin Schmitt, Hinrich Schütze arXiv_CL arXiv_CL Transfer_Learning Bert Sparse Language_Model PDF
2022-03-29 Kernel Modulation: A Parameter-Efficient Method for Training Convolutional Neural Networks Yuhuang Hu, Shih-Chii Liu arXiv_CV arXiv_CV Transfer_Learning Pose CNN PDF
2022-03-28 Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model Yu Du, Fangyun Wei, Zihe Zhang, Miaojing Shi, Yue Gao, Guoqi Li arXiv_CV arXiv_CV Embedding Transfer_Learning Represenation_Learning Pose Classification Detection Object_Detection Image_Classification Language_Model PDF
2022-03-28 Towards Transferable Speech Emotion Representation: On loss functions for cross-lingual latent representations Sneha Das, Nicole Nadine Lønfeldt, Anne Katrine Pagsberg, Line H. Clemmensen arXiv_SD arXiv_SD Embedding Transfer_Learning Recognition Speech Pose Emotion Classification Deep_Learning Denoising PDF
2022-03-27 Mugs: A Multi-Granular Self-Supervised Learning Framework Pan Zhou, Yichen Zhou, Chenyang Si, Weihao Yu, Teck Khim Ng, Shuicheng Yan arXiv_AI arXiv_AI Segmentation Transfer_Learning Self-Supervised Pose Contrastive_Learning Classification Detection PDF
2022-03-27 Benchmarking Algorithms for Automatic License Plate Recognition Marcel Del Castillo Velarde, Gissel Velarde arXiv_CV arXiv_CV Transfer_Learning Recognition Optical_Character Pose CNN PDF
2022-03-27 An Empirical Study and Comparison of Recent Few-Shot Object Detection Algorithms Tianying Liu, Lu Zhang, Yang Wang, Jihong Guan, Yanwei Fu, Shuigeng Zhou arXiv_CV arXiv_CV Transfer_Learning Knowledge Review Pose Survey Detection Few-Shot Object_Detection PDF
2022-03-26 Medicinal Boxes Recognition on a Deep Transfer Learning Augmented Reality Mobile Application Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Marco Raoul Marini, Alessio Mecca, Daniele Pannone arXiv_CV arXiv_CV Transfer_Learning Recognition Inference PDF
2022-03-25 A Comparative Evaluation Of Transformer Models For De-Identification Of Clinical Text Data Christopher Meaney, Wali Hakimpour, Sumeet Kalia, Rahim Moineddin arXiv_CL arXiv_CL Transformer Transfer_Learning Bert GAN PDF
2022-03-25 Self-supervised machine learning model for analysis of nanowire morphologies from transmission electron microscopy images Shizhao Lu, Brian Montz, Todd Emrick, Arthi Jayaraman arXiv_CV arXiv_CV Segmentation Transfer_Learning Knowledge Self-Supervised Classification PDF
2022-03-25 Digital Fingerprinting of Microstructures Michael D. White, Alexander Tarakanov, Christopher P. Race, Philip J. Withers, Kody J.H. Law arXiv_CV arXiv_CV Unsupervised Transfer_Learning Pose Classification CNN Recommendation PDF
2022-03-25 DeLoRes: Decorrelating Latent Spaces for Low-Resource Audio Representation Learning Sreyan Ghosh, Ashish Seth, S Umesh arXiv_CL arXiv_CL Embedding Transfer_Learning Represenation_Learning Speech Self-Supervised Pose Action Classification Relation PDF
2022-03-25 Interpretation of Chest x-rays affected by bullets using deep transfer learning Shaheer Khan, Azib Farooq, Israr Khan, Muhammad Gulraiz Khan, Abdul Razzaq arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Classification Deep_Learning Detection GAN Medical PDF
2022-03-25 CNN LEGO: Disassembling and Assembling Convolutional Neural Network Jiacong Hu (1), Jing Gao (1), Zunlei Feng (1), Lechao Cheng (2), Jie Lei (3), Hujun Bao (1), Mingli Song (1) ((1) Zhejiang University, (2) Zhejiang Lab, (3) Zhejiang University Of Technology) arXiv_CV arXiv_CV Transfer_Learning Recognition Knowledge Pose CNN PDF
2022-03-25 Facial Action Unit Recognition Based on Transfer Learning Shangfei Wang, Yanan Chang, Jiahe Wang arXiv_CV arXiv_CV Transfer_Learning Recognition Action PDF
2022-03-24 Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy arXiv_CV arXiv_CV Transfer_Learning Style_Transfer Image_Generation Face GAN Portrait_Generation PDF
2022-03-24 Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? Subhabrata Dutta, Jeevesh Juneja, Dipankar Das, Tanmoy Chakraborty arXiv_CL arXiv_CL Transformer Unsupervised Transfer_Learning Knowledge Pose Relation Language_Model Prediction PDF
2022-03-24 When Accuracy Meets Privacy: Two-Stage Federated Transfer Learning Framework in Classification of Medical Images on Limited Data: A COVID-19 Case Study Alexandros Shikun Zhang, Naomi Fengqi Li arXiv_CV arXiv_CV Transfer_Learning Classification Deep_Learning Medical CNN Image_Classification PDF
2022-03-22 A Computational Approach to Understand Mental Health from Reddit: Knowledge-aware Multitask Learning Framework Usha Lokala, Aseem Srivastava, Triyasha Ghosh Dastidar, Tanmoy Chakraborty, Md Shad Akthar, Maryam Panahiazar, Amit Sheth arXiv_CL arXiv_CL Transfer_Learning Bert Knowledge Pose Detection Language_Model PDF
2022-03-22 Visuo-Haptic Object Perception for Robots: An Overview Nicolás Navarro-Guerrero, Sibel Toprak, Josip Josifovski, Lorenzo Jamone arXiv_RO arXiv_RO Transfer_Learning Recognition PDF
2022-03-22 Mask Usage Recognition using Vision Transformer with Transfer Learning and Data Augmentation Hensel Donato Jahja, Novanto Yudistira, Sutrisno arXiv_CV arXiv_CV Transformer Transfer_Learning Gradient_Descent Recognition Face Classification CNN PDF
2022-03-21 Automated detection of foreground speech with wearable sensing in everyday home environments: A transfer learning approach Dawei Liang, Zifan Xu, Yinuo Chen, Rebecca Adaimi, David Harwath, Edison Thomaz arXiv_SD arXiv_SD Transfer_Learning Knowledge Speech Pose Action Detection PDF
2022-03-21 CLIP meets GamePhysics: Towards bug identification in gameplay videos using zero-shot transfer learning Mohammad Reza Taesiri, Finlay Macklon, Cor-Paul Bezemer arXiv_CV arXiv_CV Transfer_Learning Zero-Shot Pose Detection PDF
2022-03-21 Transformer-based HTR for Historical Documents Phillip Benjamin Ströbel, Simon Clematide, Martin Volk, Tobias Hodel arXiv_CV arXiv_CV Transformer Transfer_Learning OCR PDF
2022-03-20 Towards 3D Scene Understanding by Referring Synthetic Models Runnan Chen, Xinge Zhu, Nenglun Chen, Dawei Wang, Wei Li, Yuexin Ma, Ruigang Yang, Wenping Wang arXiv_CV arXiv_CV Transfer_Learning Point_Cloud 3D Knowledge Pose PDF
2022-03-20 simCrossTrans: A Simple Cross-Modality Transfer Learning for Object Detection with ConvNets or Vision Transformers Xiaoke Shen, Ioannis Stamos arXiv_CV arXiv_CV Transformer Transfer_Learning Point_Cloud 3D Detection Object_Detection CNN Inference PDF
2022-03-20 Deep Learning based Intelligent Coin-tap Test for Defect Recognition Hongyu Li, Peng Jiang, Tiejun Wang arXiv_SD arXiv_SD Transfer_Learning Recognition Pose Deep_Learning CNN PDF
2022-03-20 A Study on Robustness to Perturbations for Representations of Environmental Sound Sangeeta Srivastava, Ho-Hsiang Wu, Joao Rulff, Magdalena Fuentes, Mark Cartwright, Claudio Silva, Anish Arora, Juan Pablo Bello arXiv_AI arXiv_AI Embedding Transfer_Learning Pose Relation Prediction PDF
2022-03-18 Analysis and Adaptation of YOLOv4 for Object Detection in Aerial Images Aryaman Singh Samyal, Akshatha K R, Soham Hans, Karunakar A K, Satish Shenoy B arXiv_RO arXiv_RO Transfer_Learning Pose Detection Object_Detection Drone Autonomous Inference PDF
2022-03-18 A Closer Look at Knowledge Distillation with Features, Logits, and Gradients Yen-Chang Hsu, James Smith, Yilin Shen, Zsolt Kira, Hongxia Jin arXiv_AI arXiv_AI Transfer_Learning Knowledge Attention PDF
2022-03-18 Performance of Deep Learning models with transfer learning for multiple-step-ahead forecasts in monthly time series Martín Solís, Luis-Alexander Calvo-Valverde (Tecnológico de Costa Rica) arXiv_AI arXiv_AI Transfer_Learning RNN Pose Deep_Learning Prediction PDF
2022-03-18 Holistic Fault Detection and Diagnosis System in Imbalanced, Scarce, Multi-Domain Data Setting for Component-Level Prognostics and Health Management Ali Rohan arXiv_RO arXiv_RO Transfer_Learning Knowledge Adversarial Pose Classification Deep_Learning Detection GAN CNN PDF
2022-03-18 Multi-Modal Masked Pre-Training for Monocular Panoramic Depth Completion Zhiqiang Yan, Xiang Li, Kun Wang, Zhenyu Zhang, Jun Li, Jian Yang arXiv_CV arXiv_CV Transfer_Learning 3D Optimization Sparse Knowledge Pose Face Prediction PDF
2022-03-18 AdaVocoder: Adaptive Vocoder for Custom Voice Xin Yuan, Yongbing Feng, Mingming Ye, Cheng Tuo, Minghang Zhang arXiv_CL arXiv_CL Transfer_Learning Speech Pose Few-Shot GAN PDF
2022-03-18 Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated Images Brandon B. G. Khoo, Chern Hong Lim, Raphael C.-W. Phan arXiv_CV arXiv_CV Transfer_Learning Enhancement Classification Detection GAN PDF
2022-03-17 Image Super-Resolution With Deep Variational Autoencoders Darius Chira, Ilian Haralampiev, Ole Winther, Andrea Dittadi, Valentin Liévin arXiv_CV arXiv_CV Transfer_Learning Super_Resolution Adversarial Pose Quantitative GAN PDF
2022-03-17 POSTER: Diagnosis of COVID-19 through Transfer Learning Techniques on CT Scans: A Comparison of Deep Learning Models Aeyan Ashraf, Asad Malik, Zahid Khan arXiv_CV arXiv_CV Transfer_Learning Deep_Learning Detection PDF
2022-03-17 Mixing Up Contrastive Learning: Self-Supervised Representation Learning for Time Series Kristoffer Wickstrøm, Michael Kampffmeyer, Karl Øyvind Mikalsen, Robert Jenssen arXiv_AI arXiv_AI Unsupervised Transfer_Learning Represenation_Learning Self-Supervised Pose Contrastive_Learning Medical PDF
2022-03-16 Object discovery and representation networks Olivier J. Hénaff, Skanda Koppula, Evan Shelhamer, Daniel Zoran, Andrew Jaegle, Andrew Zisserman, João Carreira, Relja Arandjelović arXiv_AI arXiv_AI Segmentation Transfer_Learning Semantic_Segmentation Knowledge Self-Supervised Pose Detection Object_Detection PDF
2022-03-16 CtlGAN: Few-shot Artistic Portraits Generation with Contrastive Transfer Learning Yue Wang, Ran Yi, Ying Tai, Chengjie Wang, Lizhuang Ma arXiv_CV arXiv_CV Transfer_Learning Pose Face Quantitative Few-Shot GAN PDF
2022-03-16 Transforming Sequence Tagging Into A Seq2Seq Task Karthik Raman, Iftekhar Naim, Jiecao Chen, Kazuma Hashimoto, Kiran Yalasangi, Krishna Srinivasan arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Language_Model Prediction PDF
2022-03-14 Deep Transfer Learning with Graph Neural Network for Sensor-Based Human Activity Recognition Yan Yan, Tianzheng Liao, Jinjin Zhao, Jiahong Wang, Liang Ma, Wei Lv, Jing Xiong, Lei Wang arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Action Deep_Learning Few-Shot Activity CNN PDF
2022-03-14 SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia, Shu-wen Yang, Shuyan Dong, Andy T. Liu, Cheng-I Jeff Lai, Jiatong Shi, Xuankai Chang, Phil Hall, Hsuan-Jui Chen, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee arXiv_SD arXiv_SD Transfer_Learning Speech Self-Supervised PDF
2022-03-14 Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation Yong-Hui Liu, Chuan-Xian Ren, Xiao-Lin Xu, Ke-Kun Huang arXiv_CV arXiv_CV Unsupervised Transfer_Learning Pose Contrastive_Learning PDF
2022-03-13 Model Inversion Attack against Transfer Learning: Inverting a Model without Accessing It Dayong Ye, Huiqiang Chen, Shuai Zhou, Tianqing Zhu, Wanlei Zhou, Shouling Ji arXiv_AI arXiv_AI Transfer_Learning Classification PDF
2022-03-11 Leveraging universality of jet taggers through transfer learning Frédéric A. Dreyer, Radosław Grabarczyk, Pier Francesco Monni arXiv_CV arXiv_CV Transfer_Learning Action PDF
2022-03-11 REX: Reasoning-aware and Grounded Explanation Shi Chen, Qi Zhao arXiv_CV arXiv_CV Transfer_Learning Pose Attention PDF
2022-03-11 BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs Araceli Morales, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno arXiv_CV arXiv_CV Reconstruction Transfer_Learning 3D Face CNN PDF
2022-03-11 Improving the transferability of speech separation by meta-learning Kuan-Po Huang, Yuan-Kuei Wu, Hung-yi Lee arXiv_SD arXiv_SD Transfer_Learning Speech Relation PDF
2022-03-11 A Survey of Surface Defect Detection of Industrial Products Based on A Small Number of Labeled Data Qifan Jin (1), Li Chen (1 and 2) ((1) College of Computer and Artificial Intelligence, Zhengzhou University, (2) Institute of Physical Education (Main Campus), Zhengzhou University) arXiv_CV arXiv_CV Unsupervised Transfer_Learning Review Face Survey Deep_Learning Detection PDF
2022-03-10 Transferring Dual Stochastic Graph Convolutional Network for Facial Micro-expression Recognition Hui Tang, Li Chai, Wanli Lu arXiv_CV arXiv_CV Transfer_Learning Recognition Knowledge Pose Detection Attention CNN Optical_Flow PDF
2022-03-09 Model-Agnostic Multitask Fine-tuning for Few-shot Vision-Language Transfer Learning Zhenhailong Wang, Hang Yu, Manling Li, Han Zhao, Heng Ji arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Optimization Classification Relation Few-Shot Language_Model PDF
2022-03-09 Unsupervised Alignment of Distributional Word Embeddings Aissatou Diallo arXiv_CL arXiv_CL Embedding Unsupervised Transfer_Learning Optimization Pose PDF
2022-03-09 Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC Domain Zhe Zheng, Xin-Zheng Lu, Ke-Yin Chen, Yu-Cheng Zhou, Jia-Rui Lin arXiv_CL arXiv_CL Embedding Transfer_Learning Recognition Bert Text_Classification Knowledge Pose Classification Deep_Learning Attention Language_Model PDF
2022-03-09 Multi-Agent Policy Transfer via Task Relationship Modeling Rongjun Qin, Feng Chen, Tonghan Wang, Lei Yuan, Xiaoran Wu, Zongzhang Zhang, Chongjie Zhang, Yang Yu arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Relation PDF
2022-03-08 A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin arXiv_CV arXiv_CV Transfer_Learning Pose Action PDF
2022-03-08 Data augmentation with mixtures of max-entropy transformations for filling-level classification Apostolos Modas, Andrea Cavallaro, Pascal Frossard arXiv_RO arXiv_RO Transfer_Learning Classification PDF
2022-03-08 HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks Zhengkun Zhang, Wenya Guo, Xiaojun Meng, Yasheng Wang, Yadao Wang, Xin Jiang, Qun Liu, Zhenglu Yang arXiv_CL arXiv_CL Embedding Transfer_Learning Pose Attention Language_Model PDF
2022-03-08 Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective Quan Cui, Bingchen Zhao, Zhao-Min Chen, Borui Zhao, Renjie Song, Jiajun Liang, Boyan Zhou, Osamu Yoshie arXiv_AI arXiv_AI Transfer_Learning Classification Image_Classification PDF
2022-03-07 Learning from Few Examples: A Summary of Approaches to Few-Shot Learning Archit Parnami, Minwoo Lee arXiv_CV arXiv_CV Transfer_Learning Pose Survey Deep_Learning Few-Shot PDF
2022-03-07 Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data Andrei Dmitrenko, Mauro M. Masiero, Nicola Zamboni arXiv_AI arXiv_AI Transfer_Learning Adversarial Self-Supervised Pose Classification Medical CNN PDF
2022-03-07 Knowledge Transfer in Deep Reinforcement Learning for Slice-Aware Mobility Robustness Optimization Qi Liao, Tianlun Hu, Dan Wellington arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Optimization Knowledge Pose GAN PDF
2022-03-04 Exploration of Various Deep Learning Models for Increased Accuracy in Automatic Polyp Detection Ariel E. Isidro, Arnel C. Fajardo, Alexander A. Hernandez arXiv_CV arXiv_CV Transfer_Learning Action Deep_Learning Detection CNN PDF
2022-03-02 HighMMT: Towards Modality and Task Generalization for High-Modality Representation Learning Paul Pu Liang, Yiwei Lyu, Xiang Fan, Shengtong Mo, Dani Yogatama, Louis-Philippe Morency, Ruslan Salakhutdinov arXiv_AI arXiv_AI Transfer_Learning Represenation_Learning Pose PDF
2022-03-02 Self-supervised Transformer for Deepfake Detection Hanqing Zhao, Wenbo Zhou, Dongdong Chen, Weiming Zhang, Nenghai Yu arXiv_CV arXiv_CV Transformer Transfer_Learning Self-Supervised Pose Contrastive_Learning Face Action Detection Object_Detection PDF
2022-03-02 Large-Scale Hate Speech Detection with Cross-Domain Transfer Cagri Toraman, Furkan Şahinuç, Eyup Halit Yılmaz arXiv_CL arXiv_CL Transformer Transfer_Learning Speech Detection Language_Model PDF
2022-03-02 What Makes Transfer Learning Work For Medical Images: Feature Reuse & Other Factors Christos Matsoukas, Johan Fredin Haslum, Moein Sorkhei, Magnus Söderberg, Kevin Smith arXiv_CV arXiv_CV Transfer_Learning Knowledge Relation Medical PDF
2022-03-01 Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology Richard J. Chen, Rahul G. Krishnan arXiv_CV arXiv_CV Transformer Transfer_Learning Knowledge Self-Supervised Pose Attention PDF
2022-03-01 FIRL: Fast Imitation and Policy Reuse Learning Yiwen Chen, Zedong Zhang, Haofeng Liu, Jiayi Tan, Marcelo Ang arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Pose Few-Shot GAN PDF
2022-02-27 A Multimodal German Dataset for Automatic Lip Reading Systems and Transfer Learning Gerald Schwiebert, Cornelius Weber, Leyuan Qu, Henrique Siqueira, Stefan Wermter arXiv_CV arXiv_CV Transfer_Learning Face Deep_Learning PDF
2022-02-26 BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task Maria Mahbub, Sudarshan Srinivasan, Edmon Begoli, Gregory D Peterson arXiv_AI arXiv_AI Transfer_Learning Knowledge Adversarial Pose Medical PDF
2022-02-25 The Reality of Multi-Lingual Machine Translation Tom Kocmi, Dominik Macháček, Ondřej Bojar arXiv_CL arXiv_CL Transfer_Learning Knowledge Survey Deep_Learning PDF
2022-02-25 A Survey of Multilingual Models for Automatic Speech Recognition Hemant Yadav, Sunayana Sitaram arXiv_CL arXiv_CL Transfer_Learning Recognition Speech Survey Speech_Recognition Recommendation PDF
2022-02-24 Collaborative Training of Heterogeneous Reinforcement Learning Agents in Environments with Sparse Rewards: What and When to Share? Alain Andres, Esther Villar-Rodriguez, Javier Del Ser arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Sparse Knowledge Pose Action PDF
2022-02-22 A Comparative Study of Deep Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric Vehicles Jingyi Xu, Zirui Li, Li Gao, Junyi Ma, Qi Liu, Yanan Zhao arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Knowledge Action PDF
2022-02-22 Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning Pin-Yu Chen arXiv_AI arXiv_AI Transfer_Learning Speech Face Deep_Learning PDF
2022-02-21 Statistical Relational Artificial Intelligence with Relative Frequencies: A Contribution to Modelling and Transfer Learning across Domain Sizes Felix Weitkämper arXiv_AI arXiv_AI Transfer_Learning Relation PDF
2022-02-21 OG-SGG: Ontology-Guided Scene Graph Generation. A Case Study in Transfer Learning for Telepresence Robotics Fernando Amodeo, Fernando Caballero, Natalia Díaz-Rodríguez, Luis Merino arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Ontology Action VQA QA PDF
2022-02-21 BERT WEAVER: Using WEight AVERaging to Enable Lifelong Learning for Transformer-based Models Lisa Langnickel, Alexander Schulz, Barbara Hammer, Juliane Fluck arXiv_CL arXiv_CL Transformer Embedding Transfer_Learning Bert Knowledge Medical PDF
2022-02-21 Simplified Learning of CAD Features Leveraging a Deep Residual Autoencoder Raoul Schönhof, Jannes Elstner, Radu Manea, Steffen Tauber, Ramez Awad, Marco F. Huber arXiv_CV arXiv_CV Unsupervised Transfer_Learning 3D Knowledge Pose PDF
2022-02-19 Training Robots without Robots: Deep Imitation Learning for Master-to-Robot Policy Transfer Heecheol Kim, Yoshiyuki Ohmura, Akihiko Nagakubo, Yasuo Kuniyoshi arXiv_AI arXiv_AI Transfer_Learning Pose PDF
2022-02-19 Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses Phoebe Chua (1), Dimos Makris (2), Dorien Herremans (2), Gemma Roig (3), Kat Agres (4) ((1) Department of Information Systems and Analytics, National University of Singapore, (2) Singapore University of Technology and Design, (3) Goethe University Frankfurt, (4) Yong Siew Toh Conservatory of Music, National University of Singapore) arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Emotion PDF
2022-02-18 From FreEM to D'AlemBERT: a Large Corpus and a Language Model for Early Modern French Simon Gabay, Pedro Ortiz Suarez, Alexandre Bartz, Alix Chagué, Rachel Bawden, Philippe Gambette, Benoît Sagot arXiv_CL arXiv_CL Transfer_Learning Bert Speech Language_Model PDF
2022-02-18 Resurrecting Trust in Facial Recognition: Mitigating Backdoor Attacks in Face Recognition to Prevent Potential Privacy Breaches Reena Zelenkova, Jack Swallow, M.A.P. Chamikara, Dongxi Liu, Mohan Baruwal Chhetri, Seyit Camtepe, Marthie Grobler, Mahathir Almashor arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Face Classification Deep_Learning Face_Recognition Medical PDF
2022-02-17 Designing Effective Sparse Expert Models Barret Zoph, Irwan Bello, Sameer Kumar, Nan Du, Yanping Huang, Jeff Dean, Noam Shazeer, William Fedus arXiv_CL arXiv_CL Transformer Transfer_Learning Sparse Adversarial Pose Summarization Language_Model QA PDF
2022-02-17 Deep Transfer Learning on Satellite Imagery Improves Air Quality Estimates in Developing Nations Nishant Yadav, Meytar Sorek-Hamer, Michael Von Pohle, Ata Akbari Asanjan, Adwait Sahasrabhojanee, Esra Suel, Raphael Arku, Violet Lingenfelter, Michael Brauer, Majid Ezzati, Nikunj Oza, Auroop R. Ganguly arXiv_CV arXiv_CV Transfer_Learning Deep_Learning PDF
2022-02-17 Semantically Proportional Patchmix for Few-Shot Learning Jingquan Wang, Jing Xu, Yu Pan, Zenglin Xu arXiv_CV arXiv_CV Transfer_Learning Pose Classification Few-Shot PDF
2022-02-17 Two-Stage Architectural Fine-Tuning with Neural Architecture Search using Early-Stopping in Image Classification Youngkee Kim, Won Joon Yun, Youn Kyu Lee, Joongheon Kim arXiv_AI arXiv_AI NAS Transfer_Learning Pose Classification CNN Image_Classification PDF
2022-02-16 An Intrusion Response System utilizing Deep Q-Networks and System Partitions Valeria Cardellini, Emiliano Casalicchio, Stefano Iannucci, Matteo Lucantonio, Sudip Mittal, Damodar Panigrahi, Andrea Silvi arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning PDF
2022-02-16 Multimodal Emotion Recognition using Transfer Learning from Speaker Recognition and BERT-based models Sarala Padi, Seyed Omid Sadjadi, Dinesh Manocha, Ram D. Sriram arXiv_SD arXiv_SD Transformer Transfer_Learning Recognition Bert Speech Pose Emotion Action PDF
2022-02-15 NeuPL: Neural Population Learning Siqi Liu, Luke Marris, Daniel Hennes, Josh Merel, Nicolas Heess, Thore Graepel arXiv_AI arXiv_AI Transfer_Learning Pose PDF
2022-02-15 Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell Electrodes Simon B. Jensen, Thomas B. Moeslund, Søren J. Andreasen arXiv_CV arXiv_CV Transfer_Learning Classification Deep_Learning Detection Medical CNN PDF
2022-02-14 Building Inspection Toolkit: Unified Evaluation and Strong Baselines for Damage Recognition Johannes Flotzinger, Philipp J. Rösch, Norbert Oswald, Thomas Braml arXiv_CV arXiv_CV Transfer_Learning Recognition Classification PDF
2022-02-14 COLA: COarse LAbel pre-training for 3D semantic segmentation of sparse LiDAR datasets Jules Sanchez, Jean-Emmanuel Deschaud, François Goulette arXiv_CV arXiv_CV Segmentation Unsupervised Transfer_Learning Semantic_Segmentation 3D Sparse Pose PDF
2022-02-14 2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets Xiaoxi Wei, A. Aldo Faisal, Moritz Grosse-Wentrup, Alexandre Gramfort, Sylvain Chevallier, Vinay Jayaram, Camille Jeunet, Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou, William C. Duong, Stephen M. Gordon, Vernon J. Lawhern, Maciej Śliwowski, Vincent Rouanne, Piotr Tempczyk arXiv_AI arXiv_AI Transfer_Learning Face Attention Medical PDF
2022-02-14 Learn by Challenging Yourself: Contrastive Visual Representation Learning with Hard Sample Generation Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu arXiv_CV arXiv_CV Transfer_Learning Represenation_Learning Knowledge Self-Supervised Pose Contrastive_Learning Classification PDF
2022-02-12 Classification of Microscopy Images of Breast Tissue: Region Duplication based Self-Supervision vs. Off-the Shelf Deep Representations Aravind Ravi arXiv_CV arXiv_CV Embedding Transfer_Learning Self-Supervised Pose Classification Deep_Learning CNN PDF
2022-02-11 Robots Learn Increasingly Complex Tasks with Intrinsic Motivation and Automatic Curriculum Learning Sao Mai Nguyen (Flowers, U2IS, IMT Atlantique - INFO, Lab-STICC_RAMBO), Nicolas Duminy (Lab-STICC_RAMBO, IMT Atlantique - INFO, UBS), Alexandre Manoury (IMT Atlantique - INFO, Lab-STICC_RAMBO), Dominique Duhaut (UBS, Lab-STICC_RAMBO), Cédric Buche (ENIB) arXiv_RO arXiv_RO Transfer_Learning Reinforcement_Learning Knowledge Pose Action Relation PDF
2022-02-11 Hindi/Bengali Sentiment Analysis Using Transfer Learning and Joint Dual Input Learning with Self Attention Shahrukh Khan, Mahnoor Shahid arXiv_CL arXiv_CL Embedding Transfer_Learning RNN Speech Emotion Sentiment Attention Language_Model PDF
2022-02-10 Development and Comparison of Scoring Functions in Curriculum Learning H. Toprak Kesgin, M. Fatih Amasyali arXiv_AI arXiv_AI Transfer_Learning Text_Classification Classification PDF
2022-02-10 Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding Peter Sullivan, Toshiko Shibano, Muhammad Abdul-Mageed arXiv_CL arXiv_CL Transfer_Learning Recognition Knowledge Speech Speech_Recognition Language_Model PDF
2022-02-10 InPars: Data Augmentation for Information Retrieval using Large Language Models Luiz Bonifacio, Hugo Abonizio, Marzieh Fadaee, Rodrigo Nogueira arXiv_CL arXiv_CL Transformer Unsupervised Transfer_Learning Zero-Shot Self-Supervised Pose Few-Shot Language_Model PDF
2022-02-10 Deep Learning for Computational Cytology: A Survey Hao Jiang, Yanning Zhou, Yi Lin, Ronald CK Chan, Jiang Liu, Hao Chen arXiv_CV arXiv_CV Segmentation Unsupervised Transfer_Learning Weakly_Supervised Survey Classification Deep_Learning Detection Medical PDF
2022-02-10 Consistency and Diversity induced Human Motion Segmentation Tao Zhou, Huazhu Fu, Chen Gong, Ling Shao, Fatih Porikli, Haibin Ling, Jianbing Shen arXiv_CV arXiv_CV Segmentation Transfer_Learning Bert Knowledge Pose Relation PDF
2022-02-09 End-to-End Blind Quality Assessment for Laparoscopic Videos using Neural Networks Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche, Faouzi Alaya Cheikh, Osama Gharbi arXiv_CV arXiv_CV Transfer_Learning Pose Classification Deep_Learning Medical Prediction PDF
2022-02-08 Self-supervised Contrastive Learning for Cross-domain Hyperspectral Image Representation Hyungtae Lee, Heesung Kwon arXiv_CV arXiv_CV Image_Caption Transfer_Learning Self-Supervised Pose Contrastive_Learning Classification Attention PDF
2022-02-07 Universal Spam Detection using Transfer Learning of BERT Model Vijay Srinivas Tida, Sonya Hsu arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Classification Deep_Learning Detection Attention PDF
2022-02-07 Fine-Tuning Approach for Arabic Offensive Language Detection System: BERT-Based Model Fatemah Husain, Ozlem Uzuner arXiv_CL arXiv_CL Transfer_Learning Bert Knowledge Detection PDF
2022-02-07 Simple Control Baselines for Evaluating Transfer Learning Andrei Atanov, Shijian Xu, Onur Beker, Andrei Filatov, Amir Zamir arXiv_CV arXiv_CV Transfer_Learning Self-Supervised Classification Image_Classification Prediction PDF
2022-02-05 Transfer Reinforcement Learning for Differing Action Spaces via Q-Network Representations Nathan Beck, Abhiramon Rajasekharan, Trung Hieu Tran arXiv_AI arXiv_AI Embedding Transfer_Learning Reinforcement_Learning Knowledge Action PDF
2022-02-05 Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation Ziad Al-Halah, Santhosh K. Ramakrishnan, Kristen Grauman arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning 3D Zero-Shot Sketch Action PDF
2022-02-02 Auto-Transfer: Learning to Route Transferrable Representations Keerthiram Murugesan (1), Vijay Sadashivaiah (2), Ronny Luss (1), Karthikeyan Shanmugam (1), Pin-Yu Chen (1), Amit Dhurandhar (1) ((1) IBM Research, Yorktown Heights, (2) Rensselaer Polytechnic Institute, New York) arXiv_AI arXiv_AI Transfer_Learning Knowledge Adversarial Pose Attention PDF
2022-02-01 BEA-Base: A Benchmark for ASR of Spontaneous Hungarian P. Mihajlik, A. Balog, T. E. Gráczi, A. Kohári, B. Tarján, K. Mády arXiv_SD arXiv_SD Transfer_Learning Recognition Speech Self-Supervised Speech_Recognition Language_Model PDF
2022-02-01 Classification of Skin Cancer Images using Convolutional Neural Networks Kartikeya Agarwal, Tismeet Singh arXiv_CV arXiv_CV Transfer_Learning Classification CNN Image_Classification PDF
2022-02-01 Minority Class Oriented Active Learning for Imbalanced Datasets Umang Aggarwal, Adrian Popescu, Céline Hudelot arXiv_CV arXiv_CV Transfer_Learning Pose PDF
2022-02-01 Team Cogitat at NeurIPS 2021: Benchmarks for EEG Transfer Learning Competition Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou arXiv_AI arXiv_AI Transfer_Learning Pose Face Classification Deep_Learning Inference PDF
2022-01-31 Adversarial Masking for Self-Supervised Learning Yuge Shi, N. Siddharth, Philip H.S. Torr, Adam R. Kosiorek arXiv_CV arXiv_CV Transformer Transfer_Learning Represenation_Learning Adversarial Self-Supervised Pose Classification CNN PDF
2022-01-29 Transfer Learning for Estimation of Pendubot Angular Position Using Deep Neural Networks Sina Khanagha arXiv_CV arXiv_CV Transfer_Learning Pose PDF
2022-01-28 UofA-Truth at Factify 2022 : Transformer And Transfer Learning Based Multi-Modal Fact-Checking Abhishek Dhankar, Osmar R. Zaïane, Francois Bolduc arXiv_CL arXiv_CL Transformer Transfer_Learning Detection PDF
2022-01-28 Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation Changwei Xu, Jianfei Yang, Haoran Tang, Han Zou, Cheng Lu, Tianshuo Zhang arXiv_CV arXiv_CV Unsupervised Transfer_Learning Adversarial Pose Classification PDF
2022-01-28 Automatic Audio Captioning using Attention weighted Event based Embeddings Swapnil Bhosale, Rupayan Chakraborty, Sunil Kumar Kopparapu arXiv_SD arXiv_SD Embedding Transfer_Learning RNN Pose Detection Relation Attention Caption PDF
2022-01-27 A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles Li Yang, Abdallah Shami arXiv_AI arXiv_AI Transfer_Learning Optimization Pose Face Detection CNN Autonomous PDF
2022-01-27 A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka, Lavdim Halilaj, Achim Rettinger arXiv_CL arXiv_CL Embedding Transfer_Learning Knowledge Review Knowledge_Graph Survey Deep_Learning Relation PDF
2022-01-27 Going Extreme: Comparative Analysis of Hate Speech in Parler and Gab Abraham Israeli, Oren Tsur arXiv_CL arXiv_CL Transfer_Learning Bert Knowledge Speech Emotion Face Quantitative Classification Detection Sentiment PDF
2022-01-27 IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulić arXiv_CL arXiv_CL Transfer_Learning Zero-Shot VQA Few-Shot PDF
2022-01-27 Domain generalization in deep learning-based mass detection in mammography: A large-scale multi-center study Lidia Garrucho, Kaisar Kushibar, Socayna Jouide, Oliver Diaz, Laura Igual, Karim Lekadir arXiv_AI arXiv_AI Transformer Transfer_Learning Deep_Learning Detection PDF
2022-01-27 Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation Jixuan Wang, Kuan-Chieh Wang, Frank Rudzicz, Michael Brudno arXiv_AI arXiv_AI Transfer_Learning Bert Text_Classification Pose Classification Relation Few-Shot Language_Model PDF
2022-01-27 Systematic Investigation of Strategies Tailored for Low-Resource Settings for Sanskrit Dependency Parsing Jivnesh Sandhan, Laxmidhar Behera, Pawan Goyal arXiv_CL arXiv_CL Transfer_Learning Pose PDF
2022-01-27 Few-shot Transfer Learning for Holographic Image Reconstruction using a Recurrent Neural Network Luzhe Huang, Xilin Yang, Tairan Liu, Aydogan Ozcan arXiv_CV arXiv_CV Reconstruction Transfer_Learning Face Deep_Learning Few-Shot CNN PDF
2022-01-27 HistoKT: Cross Knowledge Transfer in Computational Pathology Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis arXiv_CV arXiv_CV Transfer_Learning Knowledge Deep_Learning Medical PDF
2022-01-26 Gap Minimization for Knowledge Sharing and Transfer Boyu Wang, Jorge Mendez, Changjian Shui, Fan Zhou, Di Wu, Christian Gagné, Eric Eaton arXiv_AI arXiv_AI Transfer_Learning Represenation_Learning Knowledge Matching PDF
2022-01-26 Discovering Phonetic Inventories with Crosslingual Automatic Speech Recognition Piotr Żelasko, Siyuan Feng, Laureano Moro Velazquez, Ali Abavisani, Saurabhchand Bhati, Odette Scharenborg, Mark Hasegawa-Johnson, Najim Dehak arXiv_CL arXiv_CL Unsupervised Transfer_Learning Recognition Zero-Shot Knowledge Speech Speech_Recognition PDF
2022-01-26 Class-Aware Generative Adversarial Transformers for Medical Image Segmentation Chenyu You, Ruihan Zhao, Fenglin Liu, Sandeep Chinchali, Ufuk Topcu, Lawrence Staib, James S. Duncan arXiv_AI arXiv_AI Transformer Segmentation Transfer_Learning Adversarial GAN Medical PDF
2022-01-25 Dense Pixel-Labeling for Reverse-Transfer and Diagnostic Learning on Lung Ultrasound for COVID-19 and Pneumonia Detection Gautam Rajendrakumar Gare, Andrew Schoenling, Vipin Philip, Hai V Tran, Bennett P deBoisblanc, Ricardo Luis Rodriguez, John Michael Galeotti arXiv_CV arXiv_CV Segmentation Transfer_Learning Sparse Pose Classification Detection PDF
2022-01-25 ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals Mansooreh Montazerin, Soheil Zabihi, Elahe Rahimian, Arash Mohammadi, Farnoosh Naderkhani arXiv_CV arXiv_CV Transformer Transfer_Learning Recognition Sparse Gesture Knowledge Pose Face Deep_Learning Attention Autonomous PDF
2022-01-24 Razmecheno: Named Entity Recognition from Digital Archive of Diaries 'Prozhito' Timofey Atnashev, Veronika Ganeeva, Roman Kazakov, Daria Matyash, Michael Sonkin, Ekaterina Voloshina, Oleg Serikov, Ekaterina Artemova arXiv_CL arXiv_CL Transfer_Learning Recognition GAN PDF
2022-01-23 AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder Networks Dmitrijs Kass, Ekta Vats arXiv_CV arXiv_CV Handwriting Transfer_Learning Recognition RNN Pose Scene_Text Action Attention Prediction PDF
2022-01-21 On the adaptation of recurrent neural networks for system identification Marco Forgione, Aneri Muni, Dario Piga, Marco Gallieri arXiv_AI arXiv_AI Transfer_Learning RNN Pose PDF
2022-01-21 VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges Attila Lengyel, Robert-Jan Bruintjes, Marcos Baptista Rios, Osman Semih Kayhan, Davide Zambrano, Nergis Tomen, Jan van Gemert arXiv_AI arXiv_AI Transfer_Learning Deep_Learning PDF
2022-01-21 Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World Hua Ma, Yinshan Li, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Anmin Fu, Hyoungshick Kim, Said F. Al-Sarawi, Nepal Surya, Derek Abbott arXiv_AI arXiv_AI Transfer_Learning Classification Deep_Learning Detection Object_Detection Image_Classification PDF
2022-01-20 Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models Suraj Nair, Eugene Yang, Dawn Lawrie, Kevin Duh, Paul McNamee, Kenton Murray, James Mayfield, Douglas W. Oard arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Zero-Shot Matching PDF
2022-01-20 Priors, Hierarchy, and Information Asymmetry for Skill Transfer in Reinforcement Learning Sasha Salter, Kristian Hartikainen, Walter Goodwin, Ingmar Posner arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning PDF
2022-01-20 Transfer Learning for Fault Diagnosis of Transmission Lines Fatemeh Mohammadi Shakiba, Milad Shojaee, S. Mohsen Azizi, Mengchu Zhou arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Classification Detection CNN PDF
2022-01-19 Unsupervised Personalization of an Emotion Recognition System: The Unique Properties of the Externalization of Valence in Speech Kusha Sridhar, Carlos Busso arXiv_SD arXiv_SD Unsupervised Transfer_Learning Recognition Speech Pose Emotion Prediction PDF
2022-01-19 Correlated-informed neural networks: a new machine learning framework to predict pressure drop in micro-channels J.A. Montanez-Barrera, J.M. Barroso-Maldonado, A.F. Bedoya-Santacruz, Adrian Mota-Babiloni arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Deep_Learning Relation PDF
2022-01-19 A Review of Deep Transfer Learning and Recent Advancements Mohammadreza Iman, Khaled Rasheed, Hamid R. Arabnia arXiv_AI arXiv_AI Transfer_Learning Review Deep_Learning PDF
2022-01-18 Optimizing Active Learning for Low Annotation Budgets Umang Aggarwal, Adrian Popescu, Céline Hudelot arXiv_CV arXiv_CV Transfer_Learning Pose Classification Deep_Learning Prediction PDF
2022-01-18 Hierarchical Neural Network Approaches for Long Document Classification Snehal Khandve, Vedangi Wagh, Apurva Wani, Isha Joshi, Raviraj Joshi arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Text_Classification RNN Pose Classification Deep_Learning Relation Attention PDF
2022-01-17 Towards a Cleaner Document-Oriented Multilingual Crawled Corpus Julien Abadji, Pedro Ortiz Suarez, Laurent Romary, Benoît Sagot arXiv_CL arXiv_CL Transfer_Learning Pose Language_Model PDF
2022-01-17 Growing Neural Network with Shared Parameter Ruilin Tong arXiv_AI arXiv_AI Transfer_Learning Pose Matching PDF
2022-01-15 Addressing the Challenges of Cross-Lingual Hate Speech Detection Irina Bigoulaeva, Viktor Hangya, Iryna Gurevych, Alexander Fraser arXiv_CL arXiv_CL Embedding Transfer_Learning Speech Detection PDF
2022-01-15 Semantic decoupled representation learning for remote sensing image change detection Hao Chen, Yifan Zao, Liqin Liu, Song Chen, Zhenwei Shi arXiv_CV arXiv_CV Transfer_Learning Recognition Represenation_Learning Self-Supervised Pose Detection PDF
2022-01-14 CLUE: Contextualised Unified Explainable Learning of User Engagement in Video Lectures Sujit Roy, Gnaneswara Rao Gorle, Vishal Gaur, Haider Raza, Shoaib Jameel arXiv_AI arXiv_AI Transfer_Learning Speech Pose Emotion PDF
2022-01-13 Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision Sherrie Wang, Francois Waldner, David B. Lobell arXiv_CV arXiv_CV Transfer_Learning Deep_Learning PDF
2022-01-12 Early Diagnosis of Parkinsons Disease by Analyzing Magnetic Resonance Imaging Brain Scans and Patient Characteristics Sabrina Zhu arXiv_CV arXiv_CV Transfer_Learning Pose Classification Deep_Learning Detection CNN PDF
2022-01-12 Toddler-Guidance Learning: Impacts of Critical Period on Multimodal AI Agents Junseok Park, Kwanyoung Park, Hyunseok Oh, Ganghun Lee, Minsu Lee, Youngki Lee, Byoung-Tak Zhang arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Sparse Action PDF
2022-01-11 A Feature Extraction based Model for Hate Speech Identification Salar Mohtaj, Vera Schmitt, Sebastian Möller arXiv_AI arXiv_AI Transfer_Learning Bert RNN Speech Action Detection PDF
2022-01-11 Classification of Beer Bottles using Object Detection and Transfer Learning Philipp Hohlfeld, Tobias Ostermeier, Dominik Brandl arXiv_CV arXiv_CV Transfer_Learning Pose Classification Deep_Learning Detection Object_Detection PDF
2022-01-10 Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning Utku Evci, Vincent Dumoulin, Hugo Larochelle, Michael C. Mozer arXiv_CV arXiv_CV Transfer_Learning Pose Classification PDF
2022-01-10 BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives Frederico Souza, João Filho arXiv_CL arXiv_CL Embedding Transfer_Learning Bert Text_Classification Pose Classification Sentiment Language_Model PDF
2022-01-10 Transfer Learning for Scene Text Recognition in Indian Languages Sanjana Gunna, Rohit Saluja, C. V. Jawahar arXiv_CV arXiv_CV Transfer_Learning Recognition RNN Pose Scene_Text PDF
2022-01-09 An Ensemble of Deep Learning Frameworks Applied For Predicting Respiratory Anomalies Lam Pham, Dat Ngo, Truong Hoang, Alexander Schindler, Ian McLoughlin arXiv_SD arXiv_SD Transfer_Learning Action Deep_Learning PDF
2022-01-07 Attention Option-Critic Raviteja Chunduru, Doina Precup arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Pose Action Attention PDF
2022-01-07 Learning with less labels in Digital Pathology via Scribble Supervision from natural images Eu Wern Teh, Graham W. Taylor arXiv_CV arXiv_CV Segmentation Transfer_Learning Classification Deep_Learning Medical PDF
2022-01-07 A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation Irene Li, Thomas George, Alexander Fabbri, Tammy Liao, Benjamin Chen, Rina Kawamura, Richard Zhou, Vanessa Yan, Swapnil Hingmire, Dragomir Radev arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Survey Action Classification Language_Model PDF
2022-01-06 An exploratory experiment on Hindi, Bengali hate-speech detection and transfer learning using neural networks Tung Minh Phung, Jan Cloos arXiv_CL arXiv_CL Transfer_Learning Speech Detection PDF
2022-01-06 Multi-Label Classification on Remote-Sensing Images Aditya Kumar Singh, B. Uma Shankar arXiv_AI arXiv_AI Transfer_Learning Face Classification Deep_Learning PDF
2022-01-05 Probing TryOnGAN Saurabh Kumar, Nishant Sinha arXiv_CV arXiv_CV Transfer_Learning Style_Transfer Pose Face GAN PDF
2022-01-05 Sign Language Recognition System using TensorFlow Object Detection API Sharvani Srivastava, Amisha Gangwar, Richa Mishra, Sudhakar Singh arXiv_AI arXiv_AI Transfer_Learning Recognition Gesture Knowledge Pose Detection Object_Detection PDF
2022-01-04 Transfer Learning for Retinal Vascular Disease Detection: A Pilot Study with Diabetic Retinopathy and Retinopathy of Prematurity Guan Wang, Yusuke Kikuchi, Jinglin Yi, Qiong Zou, Rui Zhou, Xin Guo arXiv_CV arXiv_CV Transfer_Learning Pose Deep_Learning Detection Medical PDF
2022-01-04 Weakly-supervised continual learning for class-incremental segmentation Gaston Lenczner, Adrien Chan-Hon-Tong, Nicola Luminari, Bertrand Le Saux arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Regularization Pose Deep_Learning PDF
2022-01-04 Stain Normalized Breast Histopathology Image Recognition using Convolutional Neural Networks for Cancer Detection Sruthi Krishna, Suganthi S.S, Shivsubramani Krishnamoorthy, Arnav Bhavsar arXiv_CV arXiv_CV Transfer_Learning Recognition Classification Deep_Learning Detection CNN PDF
2022-01-03 Sentiment Analysis and Sarcasm Detection of Indian General Election Tweets Arpit Khare, Amisha Gangwar, Sudhakar Singh, Shiv Prakash arXiv_CL arXiv_CL Unsupervised Transfer_Learning Face Detection Sentiment PDF
2022-01-03 Improving Feature Extraction from Histopathological Images Through A Fine-tuning ImageNet Model Xingyu Li, Min Cen, Jinfeng Xu, Hong Zhang, Xu Steven Xu arXiv_CV arXiv_CV Transfer_Learning Action Classification Relation Prediction PDF
2021-12-31 Transfer learning for cancer diagnosis in histopathological images Sandhya Aneja, Nagender Aneja, Pg Emeroylariffion Abas, Abdul Ghani Naim arXiv_CV arXiv_CV Transfer_Learning Knowledge Detection PDF
2021-12-31 Settling the Bias and Variance of Meta-Gradient Estimation for Meta-Reinforcement Learning Bo Liu, Xidong Feng, Haifeng Zhang, Jun Wang, Yaodong Yang arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Pose PDF
2021-12-31 Data-Free Knowledge Transfer: A Survey Yuang Liu, Wei Zhang, Jun Wang, Jianyong Wang arXiv_CV arXiv_CV Unsupervised Transfer_Learning Knowledge Review Pose Survey Deep_Learning Attention Inference PDF
2021-12-30 Stochastic Layers in Vision Transformers Nikola Popovic, Danda Pani Paudel, Thomas Probst, Luc Van Gool arXiv_CV arXiv_CV Transformer Transfer_Learning Recognition Adversarial Inference PDF
2021-12-30 THE Benchmark: Transferable Representation Learning for Monocular Height Estimation Zhitong Xiong, Wei Huang, Jingtao Hu, Yilei Shi, Qi Wang, Xiao Xiang Zhu arXiv_CV arXiv_CV Transformer Transfer_Learning 3D Zero-Shot Represenation_Learning Pose Few-Shot PDF
2021-12-29 Fine-Tuning Transformers: Vocabulary Transfer Igor Samenko, Alexey Tikhonov, Borislav Kozlovskii, Ivan P. Yamshchikov arXiv_AI arXiv_AI Transformer Transfer_Learning PDF
2021-12-26 Delivery Issues Identification from Customer Feedback Data Ankush Chopra, Mahima Arora, Shubham Pandey arXiv_AI arXiv_AI Transfer_Learning Pose Face Action Detection PDF
2021-12-24 The Curse of Zero Task Diversity: On the Failure of Transfer Learning to Outperform MAML and their Empirical Equivalence Brando Miranda, Yu-Xiong Wang, Sanmi Koyejo arXiv_AI arXiv_AI Transfer_Learning Few-Shot PDF
2021-12-24 Spoiler in a Textstack: How Much Can Transformers Help? Anna Wróblewska, Paweł Rzepiński, Sylwia Sysko-Romańczuk arXiv_CL arXiv_CL Transformer Transfer_Learning Review Deep_Learning Detection GAN PDF
2021-12-23 Faster Deep Ensemble Averaging for Quantification of DNA Damage from Comet Assay Images With Uncertainty Estimates Srikanth Namuduri, Prateek Mehta, Lise Barbe, Stephanie Lam, Zohreh Faghihmonzavi, Steve Finkbeiner, Shekhar Bhansali arXiv_CV arXiv_CV Transfer_Learning Optimization Pose Deep_Learning Prediction PDF
2021-12-23 Distilling the Knowledge of Romanian BERTs Using Multiple Teachers Andrei-Marius Avram, Darius Catrina, Dumitru-Clementin Cercel, Mihai Dascălu, Traian Rebedea, Vasile Păiş, Dan Tufiş arXiv_CL arXiv_CL Quantization Transfer_Learning Recognition Bert Knowledge Speech Pose Sentiment Language_Model Prediction PDF
2021-12-22 Toward Educator-focused Automated Scoring Systems for Reading and Writing Mike Hardy arXiv_CL arXiv_CL Transformer Embedding Transfer_Learning Classification Attention PDF
2021-12-22 Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization Md Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang arXiv_AI arXiv_AI Transformer Transfer_Learning Weakly_Supervised Pose Summarization PDF
2021-12-22 Convolutional neural network based on transfer learning for breast cancer screening Hussin Ragb, Redha Ali, Elforjani Jera, Nagi Buaossa arXiv_CV arXiv_CV Transfer_Learning Pose Classification CNN PDF
2021-12-21 A Parameter Initialization Method for Variational Quantum Algorithms to Mitigate Barren Plateaus Based on Transfer Learning Huan-Yu Liu, Tai-Ping Sun, Yu-Chun Wu, Yong-Jian Han, Guo-Ping Guo arXiv_CV arXiv_CV Transfer_Learning Knowledge Face VQA QA PDF
2021-12-20 Evaluation and Comparison of Deep Learning Methods for Pavement Crack Identification with Visual Images Kai-Liang Lu arXiv_AI arXiv_AI Segmentation Transfer_Learning Enhancement Weakly_Supervised Review Adversarial Pose Classification Deep_Learning Detection GAN CNN PDF
2021-12-18 Cascading Adaptors to Leverage English Data to Improve Performance of Question Answering for Low-Resource Languages Hariom A. Pandya, Bhavik Ardeshna, Dr. Brijesh S. Bhatt arXiv_AI arXiv_AI Transformer Transfer_Learning Zero-Shot Pose QA PDF
2021-12-17 Human-Vehicle Cooperative Visual Perception for Shared Autonomous Driving Yiyue Zhao, Cailin Lei, Yu Shen, Yuchuan Du, Qijun Chen arXiv_CV arXiv_CV Transfer_Learning Pose Detection Object_Detection Autonomous PDF
2021-12-17 PeopleSansPeople: A Synthetic Data Generator for Human-Centric Computer Vision Salehe Erfanian Ebadi, You-Cyuan Jhang, Alex Zook, Saurav Dhakad, Adam Crespi, Pete Parisi, Steven Borkman, Jonathan Hogins, Sujoy Ganguly arXiv_AI arXiv_AI Segmentation Transfer_Learning Semantic_Segmentation 3D Pose_Estimation Pose Detection Few-Shot PDF
2021-12-16 Monitoring crop phenology with street-level imagery using computer vision Raphaël d'Andrimont, Momchil Yordanov, Laura Martinez-Sanchez, Marijn van der Velde arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Survey Action Classification Deep_Learning CNN Inference PDF
2021-12-16 RegionCLIP: Region-based Language-Image Pretraining Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao arXiv_AI arXiv_AI Transfer_Learning Zero-Shot Pose Classification Detection Object_Detection Caption Image_Classification Inference PDF
2021-12-16 Learning from Guided Play: A Scheduled Hierarchical Approach for Improving Exploration in Adversarial Imitation Learning Trevor Ablett, Bryan Chan, Jonathan Kelly arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Sparse Adversarial Action PDF
2021-12-16 Search for temporal cell segmentation robustness in phase-contrast microscopy videos Estibaliz Gómez-de-Mariscal, Hasini Jayatilaka, Özgün Çiçek, Thomas Brox, Denis Wirtz, Arrate Muñoz-Barrutia arXiv_CV arXiv_CV Segmentation Tracking Transfer_Learning 3D Pose Deep_Learning CNN PDF
2021-12-15 One System to Rule them All: a Universal Intent Recognition System for Customer Service Chatbots Juan Camilo Vasquez-Correa, Juan Carlos Guerrero-Sierra, Jose Luis Pemberty-Tamayo, Juan Esteban Jaramillo, Andres Felipe Tejada-Castro arXiv_CL arXiv_CL Embedding Transfer_Learning Recognition Bert RNN Pose Classification CNN Language_Model QA PDF
2021-12-15 Confidence-Aware Subject-to-Subject Transfer Learning for Brain-Computer Interface Dong-Kyun Han, Serkan Musellim, Dong-Young Kim arXiv_AI arXiv_AI Transfer_Learning Pose Face PDF
2021-12-15 Chimpanzee voice prints? Insights from transfer learning experiments from human voices Mael Leroux, Orestes Gutierrez Al-Khudhairy, Nicolas Perony, Simon W. Townsend arXiv_SD arXiv_SD Transfer_Learning PDF
2021-12-15 MissMarple : A Novel Socio-inspired Feature-transfer Learning Deep Network for Image Splicing Detection Angelina L. Gokhale, Dhanya Pramod, Sudeep D. Thepade, Ravi Kulkarni arXiv_CV arXiv_CV Transfer_Learning Pose Deep_Learning Detection CNN PDF
2021-12-15 A Comparative Analysis of Machine Learning Approaches for Automated Face Mask Detection During COVID-19 Junaed Younus Khan, Md Abdullah Al Alamin arXiv_CV arXiv_CV Transfer_Learning Face Deep_Learning Detection GAN PDF
2021-12-15 Fine-Tuning Large Neural Language Models for Biomedical Natural Language Processing Robert Tinn, Hao Cheng, Yu Gu, Naoto Usuyama, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon arXiv_CL arXiv_CL Transfer_Learning Bert Medical Language_Model PDF
2021-12-15 Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery A S M Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G.K. Jones arXiv_AI arXiv_AI Transfer_Learning Recognition Deep_Learning PDF
2021-12-14 Maximum Bayes Smatch Ensemble Distillation for AMR Parsing Young-Suk Lee, Ramon Fernandez Astudillo, Thanh Lam Hoang, Tahira Naseem, Radu Florian, Salim Roukos arXiv_AI arXiv_AI Transfer_Learning Pose QA PDF
2021-12-14 On the Use of External Data for Spoken Named Entity Recognition Ankita Pasad, Felix Wu, Suwon Shon, Karen Livescu, Kyu J. Han arXiv_CL arXiv_CL Transfer_Learning Recognition Knowledge Speech Self-Supervised Speech_Recognition PDF
2021-12-14 CLIP-Lite: Information Efficient Visual Representation Learning from Textual Annotations Aman Shrivastava, Ramprasaath R. Selvaraju, Nikhil Naik, Vicente Ordonez arXiv_CV arXiv_CV Transfer_Learning Zero-Shot Optimization Represenation_Learning Pose Contrastive_Learning Classification Caption PDF
2021-12-13 Language Models are not Models of Language Csaba Veres arXiv_CL arXiv_CL Transfer_Learning Pose Deep_Learning Language_Model PDF
2021-12-13 VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks Yi-Lin Sung, Jaemin Cho, Mohit Bansal arXiv_AI arXiv_AI Image_Caption Transfer_Learning Knowledge Pose VQA Caption Language_Model QA PDF
2021-12-13 Quantum Stream Learning Yongcheng Ding, Xi Chen, Rafael Magdalena-Benedicto, José D. Martín-Guerrero arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Knowledge PDF
2021-12-12 Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations Yordan Yordanov, Vid Kocijan, Thomas Lukasiewicz, Oana-Maria Camburu arXiv_CL arXiv_CL Transfer_Learning Few-Shot Inference PDF
2021-12-11 Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry Karl Löwenmark, Cees Taal, Stephan Schnabel, Marcus Liwicki, Fredrik Sandin arXiv_AI arXiv_AI Transfer_Learning Weakly_Supervised Optimization Knowledge Survey PDF
2021-12-10 Analysis and Prediction of NLP Models Via Task Embeddings Damien Sileo, Marie-Francine Moens arXiv_CL arXiv_CL Transformer Embedding Transfer_Learning Zero-Shot Pose Inference Prediction PDF
2021-12-10 Automated tabulation of clinical trial results: A joint entity and relation extraction approach with transformer-based language representations Jetsun Whitton, Anthony Hunter arXiv_AI arXiv_AI Transformer Transfer_Learning Recognition Review Action Relation Relation_Extraction PDF
2021-12-09 Transfer learning using deep neural networks for Ear Presentation Attack Detection: New Database for PAD Jalil Nourmohammadi Khiarak arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Classification Detection PDF
2021-12-09 KartalOl: Transfer learning using deep neural network for iris segmentation and localization: New dataset for iris segmentation Jalil Nourmohammadi Khiarak, Samaneh Salehi Nasab, Farhang Jaryani, Seyed Naeim Moafinejad, Rana Pourmohamad, Yasin Amini, Morteza Noshad arXiv_CV arXiv_CV Segmentation Transfer_Learning Recognition Pose Detection Object_Detection PDF
2021-12-09 Domain Adaptation and Autoencoder Based Unsupervised Speech Enhancement Yi Li, Yang Sun, Kirill Horoshenkov, Syed Mohsen Naqvi arXiv_SD arXiv_SD Unsupervised Transfer_Learning Enhancement Speech Pose PDF
2021-12-07 Multinational Address Parsing: A Zero-Shot Evaluation Marouane Yassine, David Beauchemin, François Laviolette, Luc Lamontagne arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Knowledge Adversarial Pose Deep_Learning Attention PDF
2021-12-07 ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images Binh M. Le, Simon S. Woo arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Deep_Learning Detection Object_Detection Attention PDF
2021-12-06 Transfer learning to improve streamflow forecasts in data sparse regions Roland Oruche, Lisa Egede, Tracy Baker, Fearghal O'Donncha arXiv_AI arXiv_AI Transfer_Learning Sparse RNN Knowledge Pose Prediction PDF
2021-12-04 SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing Yichun Shi, Xiao Yang, Yangyue Wan, Xiaohui Shen arXiv_CV arXiv_CV Transfer_Learning GAN PDF
2021-12-04 Hyper-GAN: Transferring Unconditional to Conditional GANs with HyperNetworks Héctor Laria, Yaxing Wang, Joost van de Weijer, Bogdan Raducanu arXiv_CV arXiv_CV Transfer_Learning Knowledge Self-Supervised Pose GAN PDF
2021-12-03 A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples Sen Jia, Shuguo Jiang, Zhijie Lin, Nanying Li, Meng Xu, Shiqi Yu arXiv_AI arXiv_AI Transfer_Learning Review Survey Classification Deep_Learning Few-Shot Image_Classification PDF
2021-12-03 Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks Peri Akiva, Matthew Purri, Matthew Leotta arXiv_AI arXiv_AI Segmentation Unsupervised Transfer_Learning Semantic_Segmentation Represenation_Learning Self-Supervised Face Classification Detection PDF
2021-12-02 Transfer Learning in Conversational Analysis through Reusing Preprocessing Data as Supervisors Joshua Yee Kim, Tongliang Liu, Kalina Yacef arXiv_CL arXiv_CL Transfer_Learning Action PDF
2021-12-01 Subtask-dominated Transfer Learning for Long-tail Person Search Chuang Liu, Hua Yang, Qin Zhou, Shibao Zheng arXiv_CV arXiv_CV Person_Re-identification Transfer_Learning Pose Classification Detection Re-identification PDF
2021-12-01 Multi-Agent Transfer Learning in Reinforcement Learning-Based Ride-Sharing Systems Alberto Castagna, Ivana Dusparic arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Knowledge Action PDF
2021-12-01 Wiki to Automotive: Understanding the Distribution Shift and its impact on Named Entity Recognition Anmol Nayak, Hari Prasad Timmapathini arXiv_CL arXiv_CL Transfer_Learning Recognition Bert Sparse Language_Model PDF
2021-11-30 Beyond Flatland: Pre-training with a Strong 3D Inductive Bias Shubhaankar Gupta, Thomas P. O'Connell, Bernhard Egger arXiv_AI arXiv_AI Transfer_Learning 3D Pose Deep_Learning PDF
2021-11-30 MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning Sara Atito, Muhammad Awais, Ammarah Farooq, Zhenhua Feng, Josef Kittler arXiv_CV arXiv_CV Transfer_Learning Self-Supervised Pose Classification Image_Classification PDF
2021-11-30 MAPLE: Microprocessor A Priori for Latency Estimation Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee arXiv_AI arXiv_AI NAS Transfer_Learning Pose Quantitative PDF
2021-11-29 Deep Decomposition for Stochastic Normal-Abnormal Transport Peirong Liu, Yueh Lee, Stephen Aylward, Marc Niethammer arXiv_CV arXiv_CV Transfer_Learning 3D Pose Medical Optical_Flow PDF
2021-11-29 Speech Tasks Relevant to Sleepiness Determined with Deep Transfer Learning Bang Tran, Youxiang Zhu, Xiaohui Liang, James W. Schwoebel, Lindsay A. Warrenburg arXiv_CL arXiv_CL Transfer_Learning Bert Speech Detection Attention PDF
2021-11-29 Buildings Classification using Very High Resolution Satellite Imagery Mohammad Dimassi, Abed Ellatif Samhat, Mohammad Zaraket, Jamal Haidar, Mustafa Shukor, Ali J. Ghandour arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Pose Classification Deep_Learning PDF
2021-11-29 Enhanced Transfer Learning Through Medical Imaging and Patient Demographic Data Fusion Spencer A. Thomas arXiv_CV arXiv_CV Transfer_Learning Enhancement Classification Medical PDF
2021-11-28 Transfer Learning with Jukebox for Music Source Separation Wadhah Zai El Amri, Oliver Tautz, Helge Ritter, Andrew Melnik arXiv_SD arXiv_SD Transfer_Learning PDF
2021-11-28 Learning Physical Concepts in Cyber-Physical Systems: A Case Study Henrik S. Steude, Alexander Windmann, Oliver Niggemann arXiv_AI arXiv_AI Transfer_Learning Represenation_Learning Pose PDF
2021-11-27 On Learning Domain-Invariant Representations for Transfer Learning with Multiple Sources Trung Phung, Trung Le, Long Vuong, Toan Tran, Anh Tran, Hung Bui, Dinh Phung arXiv_AI arXiv_AI Transfer_Learning PDF
2021-11-26 VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition Changyao Tian, Wenhai Wang, Xizhou Zhu, Xiaogang Wang, Jifeng Dai, Yu Qiao arXiv_CV arXiv_CV Transfer_Learning Recognition Pose Deep_Learning PDF
2021-11-26 How Well Do Sparse Imagenet Models Transfer? Eugenia Iofinova, Alexandra Peste, Mark Kurtz, Dan Alistarh arXiv_AI arXiv_AI Transfer_Learning Sparse Regularization CNN Inference PDF
2021-11-25 Few-Shot Real Image Restoration via Distortion-Relation Guided Transfer Learning Xin Li, Xin Jin, Jun Fu, Xiaoyuan Yu, Bei Tong, Zhibo Chen arXiv_CV arXiv_CV Unsupervised Transfer_Learning Restoration Knowledge Knowledge_Graph Pose Relation Few-Shot PDF
2021-11-25 Transferability Metrics for Selecting Source Model Ensembles Andrea Agostinelli, Jasper Uijlings, Thomas Mensink, Vittorio Ferrari arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Pose PDF
2021-11-25 Amortized Prompt: Lightweight Fine-Tuning for CLIP in Domain Generalization Xin Zhang, Yusuke Iwasawa, Yutaka Matsuo, Shixiang Shane Gu arXiv_CV arXiv_CV Transfer_Learning Zero-Shot Pose Classification Image_Classification Inference PDF
2021-11-24 Transferability Estimation using Bhattacharyya Class Separability Michal Pándy, Andrea Agostinelli, Jasper Uijlings, Vittorio Ferrari, Thomas Mensink arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Pose Classification Image_Classification PDF
2021-11-24 Improving Customer Service Chatbots with Attention-based Transfer Learning Jordan J. Bird arXiv_AI arXiv_AI Transformer Transfer_Learning Knowledge Pose Action Attention QA PDF
2021-11-24 Ex-DoF: Expansion of Action Degree-of-Freedom with Virtual Camera Rotation for Omnidirectional Image Kosuke Tahara, Noriaki Hirose (Toyota Central R&D Labs., Inc.) arXiv_RO arXiv_RO Transfer_Learning Pose Action PDF
2021-11-23 Multi-label Iterated Learning for Image Classification with Label Ambiguity Sai Rajeswar, Pau Rodriguez, Soumye Singhal, David Vazquez, Aaron Courville arXiv_AI arXiv_AI Transfer_Learning Self-Supervised Pose Classification Image_Classification Prediction PDF
2021-11-23 Exploration of Dark Chemical Genomics Space via Portal Learning: Applied to Targeting the Undruggable Genome and COVID-19 Anti-Infective Polypharmacology Tian Cai, Li Xie, Muge Chen, Yang Liu, Di He, Shuo Zhang, Cameron Mura, Philip E. Bourne, Lei Xie arXiv_AI arXiv_AI Transfer_Learning Recognition Pose Face Action Deep_Learning GAN PDF
2021-11-23 CL-NERIL: A Cross-Lingual Model for NER in Indian Languages Akshara Prabhakar, Gouri Sankar Majumder, Ashish Anand arXiv_CL arXiv_CL Transfer_Learning Recognition Zero-Shot Pose Prediction PDF
2021-11-23 CytoImageNet: A large-scale pretraining dataset for bioimage transfer learning Stanley Bryan Z. Hua, Alex X. Lu, Alan M. Moses arXiv_AI arXiv_AI Transfer_Learning Classification PDF
2021-11-23 Semi-Supervised Learning with Taxonomic Labels Jong-Chyi Su, Subhransu Maji arXiv_CV arXiv_CV Transfer_Learning Pose Classification GAN PDF
2021-11-22 Component Transfer Learning for Deep RL Based on Abstract Representations Geoffrey van Driessel, Vincent Francois-Lavet arXiv_AI arXiv_AI Embedding Transfer_Learning Reinforcement_Learning Optimization Action Matching PDF
2021-11-22 Florence: A New Foundation Model for Computer Vision Lu Yuan, Dongdong Chen, Yi-Ling Chen, Noel Codella, Xiyang Dai, Jianfeng Gao, Houdong Hu, Xuedong Huang, Boxin Li, Chunyuan Li, Ce Liu, Mengchen Liu, Zicheng Liu, Yumao Lu, Yu Shi, Lijuan Wang, Jianfeng Wang, Bin Xiao, Zhen Xiao, Jianwei Yang, Michael Zeng, Luowei Zhou, Pengchuan Zhang arXiv_AI arXiv_AI Image_Caption Transfer_Learning Recognition Zero-Shot Pose Action_Recognition Action Classification Detection VQA Few-Shot Object_Detection Caption QA Video_Retrieval PDF
2021-11-22 Benchmarking Detection Transfer Learning with Vision Transformers Yanghao Li, Saining Xie, Xinlei Chen, Piotr Dollar, Kaiming He, Ross Girshick arXiv_CV arXiv_CV Transformer Unsupervised Transfer_Learning Self-Supervised Detection Object_Detection PDF
2021-11-22 Transfer Learning with Gaussian Processes for Bayesian Optimization Petru Tighineanu, Kathrin Skubch, Paul Baireuther, Attila Reiss, Felix Berkenkamp, Julia Vinogradska arXiv_AI arXiv_AI Transfer_Learning Optimization Pose Relation PDF
2021-11-22 ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning Vamsi Aribandi, Yi Tay, Tal Schuster, Jinfeng Rao, Huaixiu Steven Zheng, Sanket Vaibhav Mehta, Honglei Zhuang, Vinh Q. Tran, Dara Bahri, Jianmo Ni, Jai Gupta, Kai Hui, Sebastian Ruder, Donald Metzler arXiv_CL arXiv_CL Transfer_Learning Self-Supervised Pose Denoising QA PDF
2021-11-22 Adaptive Transfer Learning: a simple but effective transfer learning Jung H Lee, Henry J Kvinge, Scott Howland, Zachary New, John Buckheit, Lauren A. Phillips, Elliott Skomski, Jessica Hibler, Courtney D. Corley, Nathan O. Hodas arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Deep_Learning Few-Shot PDF
2021-11-20 Predicting High-Flow Nasal Cannula Failure in an ICU Using a Recurrent Neural Network with Transfer Learning and Input Data Perseveration: A Retrospective Analysis George A. Pappy, Melissa D. Aczon, Randall C. Wetzel, David R. Ledbetter arXiv_AI arXiv_AI Transfer_Learning RNN Prediction PDF
2021-11-19 The Joy of Neural Painting Ernesto Diaz-Aviles, Claudia Orellana-Rodriguez, Beth Jochim arXiv_AI arXiv_AI Transfer_Learning Pose GAN PDF
2021-11-19 An Analysis of the Influence of Transfer Learning When Measuring the Tortuosity of Blood Vessels Matheus V. da Silva, Julie Ouellette, Baptiste Lacoste, Cesar H. Comin arXiv_CV arXiv_CV Segmentation Transfer_Learning Pose CNN PDF
2021-11-19 Combined Scaling for Zero-shot Transfer Learning Hieu Pham, Zihang Dai, Golnaz Ghiasi, Hanxiao Liu, Adams Wei Yu, Minh-Thang Luong, Mingxing Tan, Quoc V. Le arXiv_CV arXiv_CV Transfer_Learning Zero-Shot Sketch Pose Contrastive_Learning PDF
2021-11-19 Semi-supervised transfer learning for language expansion of end-to-end speech recognition models to low-resource languages Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim arXiv_CL arXiv_CL Transfer_Learning Recognition Speech Pose Attention Speech_Recognition PDF
2021-11-19 Rethinking Query, Key, and Value Embedding in Vision Transformer under Tiny Model Constraints Jaesin Ahn, Jiuk Hong, Jeongwoo Ju, Heechul Jung arXiv_CV arXiv_CV Transformer Embedding Transfer_Learning Knowledge Pose Classification Attention Image_Classification PDF
2021-11-18 Improving Transferability of Representations via Augmentation-Aware Self-Supervision Hankook Lee, Kibok Lee, Kimin Lee, Honglak Lee, Jinwoo Shin arXiv_AI arXiv_AI Unsupervised Transfer_Learning Represenation_Learning Self-Supervised PDF
2021-11-18 RoBERTuito: a pre-trained language model for social media text in Spanish Juan Manuel Pérez, Damián A. Furman, Laura Alonso Alemany, Franco Luque arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Face Medical Language_Model PDF
2021-11-17 Rethinking Drone-Based Search and Rescue with Aerial Person Detection Pasi Pyrrö, Hassan Naseri, Alexander Jung arXiv_CV arXiv_CV Transfer_Learning Pose Face Deep_Learning Detection Object_Detection Drone PDF
2021-11-17 TorchGeo: deep learning with geospatial data Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee arXiv_CV arXiv_CV Transfer_Learning Pose Deep_Learning PDF
2021-11-16 A Comparative Study on Transfer Learning and Distance Metrics in Semantic Clustering over the COVID-19 Tweets Elnaz Zafarani-Moattar, Mohammad Reza Kangavari, Amir Masoud Rahmani arXiv_CL arXiv_CL Embedding Transfer_Learning Bert Action Detection Language_Model PDF
2021-11-16 Grounding Psychological Shape Space in Convolutional Neural Networks Lucas Bechberger, Kai-Uwe Kühnberger arXiv_CV arXiv_CV Transfer_Learning Knowledge Pose Classification CNN PDF
2021-11-15 Joint Unsupervised and Supervised Training for Multilingual ASR Junwen Bai, Bo Li, Yu Zhang, Ankur Bapna, Nikhil Siddhartha, Khe Chai Sim, Tara N. Sainath arXiv_CL arXiv_CL Unsupervised Transfer_Learning Recognition RNN Speech Self-Supervised Pose Speech_Recognition Language_Model PDF
2021-11-15 Say What? Collaborative Pop Lyric Generation Using Multitask Transfer Learning Naveen Ram, Tanay Gummadi, Rahul Bhethanabotla, Richard J. Savery, Gil Weinberg arXiv_CL arXiv_CL Transformer Transfer_Learning Matching PDF
2021-11-15 Adding more data does not always help: A study in medical conversation summarization with PEGASUS Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan arXiv_AI arXiv_AI Transfer_Learning Action Classification Summarization Medical PDF
2021-11-14 Improving Compound Activity Classification via Deep Transfer and Representation Learning Vishal Dey, Raghu Machiraju, Xia Ning arXiv_AI arXiv_AI Transfer_Learning Represenation_Learning Classification Relation Activity PDF
2021-11-12 Scalable Diverse Model Selection for Accessible Transfer Learning Daniel Bolya, Rohit Mittapalli, Judy Hoffman arXiv_CV arXiv_CV Transfer_Learning Pose Deep_Learning PDF
2021-11-11 Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach Yizhi Liu, Fang Yu Lin, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen arXiv_AI arXiv_AI Embedding Transfer_Learning Knowledge Pose Action Deep_Learning CNN Prediction PDF
2021-11-10 A Two-Stage Approach towards Generalization in Knowledge Base Question Answering Srinivas Ravishankar, June Thai, Ibrahim Abdelaziz, Nandana Mihidukulasooriya, Tahira Naseem, Pavan Kapanipathi, Gaetano Rossilleo, Achille Fokoue arXiv_AI arXiv_AI Transfer_Learning Knowledge Knowledge_Graph Action QA PDF
2021-11-10 Prune Once for All: Sparse Pre-Trained Language Models Ofir Zafrir, Ariel Larey, Guy Boudoukh, Haihao Shen, Moshe Wasserblat arXiv_AI arXiv_AI Transformer Quantization Transfer_Learning Bert Sparse Knowledge Pose Language_Model PDF
2021-11-09 Learning to Generalize Compositionally by Transferring Across Semantic Parsing Tasks Wang Zhu, Peter Shaw, Tal Linzen, Fei Sha arXiv_CL arXiv_CL Transfer_Learning Pose PDF
2021-11-08 TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data Wasu Piriyakulkij, Cristina Menghini, Ross Briden, Nihal V. Nayak, Jeffrey Zhu, Elaheh Raisi, Stephen H. Bach arXiv_CV arXiv_CV Transfer_Learning Knowledge Knowledge_Graph Classification GAN Image_Classification PDF
2021-11-08 Reinforcement Learning for Mixed Autonomy Intersections Zhongxia Yan, Cathy Wu arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Pose PDF
2021-11-08 Improved Regularization and Robustness for Fine-tuning in Neural Networks Dongyue Li, Hongyang R. Zhang arXiv_CV arXiv_CV Transfer_Learning Regularization Pose Classification Few-Shot Image_Classification PDF
2021-11-07 Speaker Generation Daisy Stanton, Matt Shannon, Soroosh Mariooryad, RJ Skerry-Ryan, Eric Battenberg, Tom Bagby, David Kao arXiv_CL arXiv_CL Embedding Transfer_Learning Speech Pose Attention PDF
2021-11-07 Open-Set Crowdsourcing using Multiple-Source Transfer Learning Guangyang Han, Guoxian Yu, Lei Liu, Lizhen Cui, Carlotta Domeniconi, Xiangliang Zhang arXiv_AI arXiv_AI Transfer_Learning Pose Relation Inference PDF
2021-11-06 Convolutional Gated MLP: Combining Convolutions & gMLP A.Rajagopal, V. Nirmala arXiv_AI arXiv_AI Transformer Transfer_Learning Knowledge Pose Deep_Learning Attention CNN PDF
2021-11-06 Action Recognition using Transfer Learning and Majority Voting for CSGO Tasnim Sakib Apon, Abrar Islam, MD. Golam Rabiul Alam arXiv_CV arXiv_CV Transfer_Learning Recognition Action_Recognition Action Prediction PDF
2021-11-05 Sexism Identification in Tweets and Gabs using Deep Neural Networks Amikul Kalra, Arkaitz Zubiaga arXiv_CL arXiv_CL Transformer Transfer_Learning Bert RNN Speech Classification CNN PDF
2021-11-05 Disengagement Cause-and-Effect Relationships Extraction Using an NLP Pipeline Yangtao Zhang, X. Jessie Yang, Feng Zhou arXiv_CL arXiv_CL Transfer_Learning Action Relation Autonomous PDF
2021-11-04 Successor Feature Neural Episodic Control David Emukpere, Xavier Alameda-Pineda, Chris Reinke arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning GAN PDF
2021-11-04 MT3: Multi-Task Multitrack Music Transcription Josh Gardner, Ian Simon, Ethan Manilow, Curtis Hawthorne, Jesse Engel arXiv_SD arXiv_SD Transformer Transfer_Learning Recognition Speech Pose Speech_Recognition PDF
2021-11-04 Generalized Radiograph Representation Learning via Cross-supervision between Images and Free-text Radiology Reports Hong-Yu Zhou, Xiaoyu Chen, Yinghao Zhang, Ruibang Luo, Liansheng Wang, Yizhou Yu arXiv_CV arXiv_CV Image_Caption Transformer Transfer_Learning Represenation_Learning Review Self-Supervised Pose Deep_Learning PDF
2021-11-03 Skin Cancer Classification using Inception Network and Transfer Learning Priscilla Benedetti, Damiano Perri, Marco Simonetti, Osvaldo Gervasi, Gianluca Reali, Mauro Femminella arXiv_CV arXiv_CV Transfer_Learning Pose Classification Medical CNN PDF
2021-11-02 Predicting the Location of Bicycle-sharing Stations using OpenStreetMap Data Kamil Raczycki arXiv_AI arXiv_AI Embedding Transfer_Learning Pose PDF
2021-11-02 Detection of Hate Speech using BERT and Hate Speech Word Embedding with Deep Model Hind Saleh, Areej Alhothali, Kawthar Moria arXiv_CL arXiv_CL Embedding Transfer_Learning Bert RNN Speech Classification Detection Language_Model PDF
2021-11-02 Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks Aakanksha Naik, Jill Lehman, Carolyn Rose arXiv_CL arXiv_CL Transfer_Learning PDF
2021-11-01 Transfer Learning Approach to Bicycle-sharing Systems' Station Location Planning using OpenStreetMap Data Kamil Raczycki, Piotr Szymański arXiv_AI arXiv_AI Embedding Transfer_Learning Optimization Pose Face Survey PDF
2021-11-01 A transfer learning based approach for pronunciation scoring