Self-Supervised

Self-Supervised

• 2021-05-17 Divide and Contrast: Self-supervised Learning from Uncurated Data    Yonglong Tian, Olivier J. Henaff, Aaron van den Oord arXiv_CV arXiv_CV  Self-Supervised  Contrastive_Learning  PDF
• 2021-05-17 Unsupervised Deep Learning Methods for Biological Image Reconstruction    Mehmet Akçakaya, Burhaneddin Yaman, Hyungjin Chung, Jong Chul Ye arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Self-Supervised  Deep_Learning  PDF
• 2021-05-17 Large-Scale Unsupervised Person Re-Identification with Contrastive Learning    Weiquan Huang, Yan Bai, Qiuyu Ren, Xinbo Zhao, Ming Feng, Yin Wang arXiv_CV arXiv_CV  Surveillance  Person_Re-identification  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Re-identification  Image_Classification  PDF
• 2021-05-17 Traffic Scenario Clustering by Iterative Optimisation of Self-Supervised Networks Using a Random Forest Activation Pattern Similarity    Lakshman Balasubramanian, Jonas Wurst, Michael Botsch, Ke Deng arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Classification  CNN  Autonomous  PDF
• 2021-05-17 Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification    Hao Xue, Flora D. Salim arXiv_SD arXiv_SD  Transformer  Self-Supervised  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-05-16 Fast-GANFIT: Generative Adversarial Network for High Fidelity 3D Face Reconstruction    Baris Gecer, Stylianos Ploumpis, Irene Kotsia, Stefanos Zafeiriou arXiv_CV arXiv_CV  Reconstruction  3D  Optimization  Knowledge  Adversarial  Self-Supervised  Pose  Face  GAN  CNN  PDF
• 2021-05-16 Semi-supervised Contrastive Learning with Similarity Co-calibration    Yuhang Zhang, Xiaopeng Zhang, Robert.C.Qiu, Jie Li, Haohang Xu, Qi Tian arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Prediction  PDF
• 2021-05-16 Self-supervised on Graphs: Contrastive, Generative,or Predictive    Lirong Wu, Haitao Lin, Zhangyang Gao, Cheng Tan, Stan.Z.Li arXiv_AI arXiv_AI  Knowledge  Review  Self-Supervised  Survey  Deep_Learning  PDF
• 2021-05-15 Mean Shift for Self-Supervised Learning    Soroush Abbasi Koohpayegani, Ajinkya Tejankar, Hamed Pirsiavash arXiv_CV arXiv_CV  Embedding  Self-Supervised  PDF
• 2021-05-15 Window-Level is a Strong Denoising Surrogate    Ayaan Haque, Adam Wang, Abdullah-Al-Zubaer Imran arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Deep_Learning  Denoising  Prediction  PDF
• 2021-05-15 Can self-training identify suspicious ugly duckling lesions?    Mohammadreza Mohseni, Jordan Yap, William Yolland, Arash Koochek, M Stella Atkins arXiv_CV arXiv_CV  Embedding  Self-Supervised  Pose  Deep_Learning  Attention  PDF
• 2021-05-14 Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation    Chenyu You, Ruihan Zhao, Lawrence Staib, James S. Duncan arXiv_CV arXiv_CV  Segmentation  Embedding  3D  Represenation_Learning  Regularization  Self-Supervised  Pose  Contrastive_Learning  Action  Contour  Medical  PDF
• 2021-05-14 Omnimatte: Associating Objects and Their Effects in Video    Erika Lu, Forrester Cole, Tali Dekel, Andrew Zisserman, William T. Freeman, Michael Rubinstein arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Action  PDF
• 2021-05-14 Evaluating the Robustness of Self-Supervised Learning in Medical Imaging    Fernando Navarro, Christopher Watanabe, Suprosanna Shit, Anjany Sekuboyina, Jan C. Peeken, Stephanie E. Combs, Bjoern H. Menze arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Detection  Attention  GAN  Medical  PDF
• 2021-05-14 Learning Group Activities from Skeletons without Individual Action Labels    Fabio Zappardino, Tiberio Uricchio, Lorenzo Seidenari, Alberto Del Bimbo arXiv_CV arXiv_CV  Recognition  Self-Supervised  Pose  Action  Activity  PDF
• 2021-05-13 Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency    Haiping Wu, Xiaolong Wang arXiv_CV arXiv_CV  Image_Caption  Tracking  Recognition  Object_Tracking  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Classification  Relation  Image_Classification  PDF
• 2021-05-13 Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On    Igor Santesteban, Nils Thuerey, Miguel A. Otaduy, Dan Casas arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Face  PDF
• 2021-05-13 Using Self-Supervised Co-Training to Improve Facial Representation    Mahdi Pourmirzaei, Farzaneh Esmaili, Gholam Ali Montazer arXiv_AI arXiv_AI  Recognition  Self-Supervised  Pose  Face  PDF
• 2021-05-13 Coarse-to-Fine Imitation Learning: Robot Manipulation from a Single Demonstration    Edward Johns arXiv_RO arXiv_RO  Knowledge  Self-Supervised  Pose  Action  PDF
• 2021-05-12 Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning    Yansong Tang, Zhenyu Jiang, Zhenda Xie, Yue Cao, Zheng Zhang, Philip H. S. Torr, Han Hu arXiv_CV arXiv_CV  Segmentation  Tracking  Self-Supervised  Pose  Face  CNN  Inference  PDF
• 2021-05-12 When Does Contrastive Visual Representation Learning Work?    Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge Belongie arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  PDF
• 2021-05-12 20-fold Accelerated 7T fMRI Using Referenceless Self-Supervised Deep Learning Reconstruction    Omer Burak Demirel, Burhaneddin Yaman, Logan Dowdle, Steen Moeller, Luca Vizioli, Essa Yacoub, John Strupp, Cheryl A. Olman, Kâmil Uğurbil, Mehmet Akçakaya arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-05-12 PoseContrast: Class-Agnostic Object Viewpoint Estimation in the Wild with Pose-Aware Contrastive Learning    Yang Xiao, Yuming Du, Renaud Marlet arXiv_CV arXiv_CV  3D  Pose_Estimation  Knowledge  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-05-11 Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation    Shuang Li, Binhui Xie, Bin Zang, Chi Harold Liu, Xinjing Cheng, Ruigang Yang, Guoren Wang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Adversarial  Self-Supervised  Prediction  PDF
• 2021-05-11 Task-related self-supervised learning for remote sensing image change detection    Zhinan Cai, Zhiyu Jiang, Yuan Yuan arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Detection  Attention  PDF
• 2021-05-11 VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning    Adrien Bardes, Jean Ponce, Yann LeCun arXiv_AI arXiv_AI  Image_Caption  Embedding  Represenation_Learning  Regularization  Self-Supervised  Relation  PDF
• 2021-05-10 Efficient Self-Supervised Data Collection for Offline Robot Learning    Shadi Endrawis, Gal Leibovich, Guy Jacob, Gal Novik, Aviv Tamar arXiv_AI arXiv_AI  Reinforcement_Learning  Self-Supervised  Pose  Action  PDF
• 2021-05-10 Self-Supervised Learning with Swin Transformers    Zhenda Xie, Yutong Lin, Zhuliang Yao, Zheng Zhang, Qi Dai, Yue Cao, Han Hu arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  Detection  Object_Detection  Prediction  PDF
• 2021-05-10 Improved Simultaneous Multi-Slice Functional MRI Using Self-supervised Deep Learning    Omer Burak Demirel, Burhaneddin Yaman, Logan Dowdle, Steen Moeller, Luca Vizioli, Essa Yacoub, John Strupp, Cheryl A. Olman, Kâmil Uğurbil, Mehmet Akçakaya arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-05-10 Action Shuffling for Weakly Supervised Temporal Localization    Xiao-Yu Zhang, Haichao Shi, Changsheng Li, Xinchu Shi arXiv_CV arXiv_CV  Weakly_Supervised  Adversarial  Self-Supervised  Action_Localization  Pose  Action  GAN  Prediction  PDF
• 2021-05-10 REPT: Bridging Language Models and Machine Reading Comprehensionvia Retrieval-Based Pre-training    Fangkai Jiao, Yangyang Guo, Yilin Niu, Feng Ji, Feng-Lin Li, Liqiang Nie arXiv_CL arXiv_CL  Self-Supervised  Pose  Action  Language_Model  PDF
• 2021-05-10 Self-supervised spectral matching network for hyperspectral target detection    Can Yao, Yuan Yuan, Zhiyu Jiang arXiv_CV arXiv_CV  Recognition  Self-Supervised  Pose  Detection  Object_Detection  Matching  PDF
• 2021-05-08 Self-Supervised Adversarial Example Detection by Disentangled Representation    Zhaoxi Zhang, Leo Yu Zhang, Xufei Zheng, Shengshan Hu, Jinyu Tian, Jiantao Zhou arXiv_CV arXiv_CV  Reconstruction  Adversarial  Self-Supervised  Pose  Deep_Learning  Detection  Object_Detection  PDF
• 2021-05-08 FlingBot: The Unreasonable Effectiveness of Dynamic Manipulation for Cloth Unfolding    Huy Ha, Shuran Song arXiv_RO arXiv_RO  Self-Supervised  Pose  Action  PDF
• 2021-05-07 Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults with Dementia    Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  CNN  Prediction  PDF
• 2021-05-07 Salient Objects in Clutter    Deng-Ping Fan, Jing Zhang, Gang Xu, Ming-Ming Cheng, Ling Shao arXiv_CV arXiv_CV  Enhancement  Regularization  Salient  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-05-06 TABBIE: Pretrained Representations of Tabular Data    Hiroshi Iida, Dung Thai, Varun Manjunatha, Mohit Iyyer arXiv_CL arXiv_CL  Embedding  Bert  Represenation_Learning  Self-Supervised  Detection  Language_Model  Prediction  PDF
• 2021-05-05 Self-Supervised Multi-Frame Monocular Scene Flow    Junhwa Hur, Stefan Roth arXiv_CV arXiv_CV  3D  RNN  Self-Supervised  Pose  Attention  CNN  PDF
• 2021-05-05 Self-Supervised Learning from Automatically Separated Sound Scenes    Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis, Scott Wisdom, Marco Tagliasacchi, John R. Hershey, Manoj Plakal, Shawn Hershey, R. Channing Moore, Xavier Serra arXiv_SD arXiv_SD  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Classification  Prediction  PDF
• 2021-05-04 Texture for Colors: Natural Representations of Colors Using Variable Bit-Depth Textures    Shumeet Baluja arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  PDF
• 2021-05-04 Retrieving Complex Tables with Multi-Granular Graph Representation Learning    Fei Wang, Kexuan Sun, Muhao Chen, Jay Pujara, Pedro Szekely arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Self-Supervised  Pose  Matching  PDF
• 2021-05-04 Self-Improving Semantic Perception on a Construction Robot    Hermann Blum, Francesco Milano, René Zurbrügg, Roland Siegward, Cesar Cadena, Abel Gawel arXiv_CV arXiv_CV  Segmentation  3D  Self-Supervised  Pose  PDF
• 2021-05-04 ZEN 2.0: Continue Training and Adaption for N-gram Enhanced Text Encoders    Yan Song, Tong Zhang, Yonggang Wang, Kai-Fu Lee arXiv_AI arXiv_AI  Unsupervised  Knowledge  Self-Supervised  Pose  Attention  PDF
• 2021-05-04 Self-Supervised Approach for Facial Movement Based Optical Flow    Muhannad Alkaddour, Usman Tariq, Abhinav Dhall arXiv_CV arXiv_CV  Recognition  Self-Supervised  Face  Deep_Learning  CNN  Optical_Flow  PDF
• 2021-05-03 Curious Representation Learning for Embodied Intelligence    Yilun Du, Chuang Gan, Phillip Isola arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-05-03 SUPERB: Speech processing Universal PERformance Benchmark    Shu-wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia, Yist Y. Lin, Andy T. Liu, Jiatong Shi, Xuankai Chang, Guan-Ting Lin, Tzu-Hsien Huang, Wei-Cheng Tseng, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee arXiv_CL arXiv_CL  Represenation_Learning  Speech  Self-Supervised  Prediction  PDF
• 2021-05-03 Fast Multi-Step Critiquing for VAE-based Recommender Systems    Diego Antognini, Boi Faltings arXiv_AI arXiv_AI  Self-Supervised  Inference  Recommendation  PDF
• 2021-05-03 Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generation    Yan-Bo Lin, Yu-Chiang Frank Wang arXiv_CV arXiv_CV  Self-Supervised  Pose  Relation  PDF
• 2021-05-02 On Feature Decorrelation in Self-Supervised Learning    Tianyu Hua, Wenxiao Wang, Zihui Xue, Yue Wang, Sucheng Ren, Hang Zhao arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  Relation  PDF
• 2021-04-30 Self-supervised Augmentation Consistency for Adapting Semantic Segmentation    Nikita Araslanov, Stefan Roth arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Style_Transfer  Adversarial  Self-Supervised  Pose  Prediction  PDF
• 2021-04-30 Deep learning with self-supervision and uncertainty regularization to count fish in underwater images    Penny Tarling, Mauricio Cantor, Albert Clapés, Sergio Escalera arXiv_AI arXiv_AI  Regularization  Self-Supervised  Pose  Action  Deep_Learning  Prediction  PDF
• 2021-04-30 Editable Free-viewpoint Video Using a Layered Neural Representation    Jiakai Zhang, Xinhang Liu, Xinyi Ye, Fuqiang Zhao, Yanshun Zhang, Minye Wu, Yingliang Zhang, Lan Xu, Jingyi Yu arXiv_CV arXiv_CV  Scene_Parsing  Tracking  Sparse  Self-Supervised  Pose  PDF
• 2021-04-30 CoCon: Cooperative-Contrastive Learning    Nishant Rai, Ehsan Adeli, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles arXiv_CV arXiv_CV  Image_Caption  Segmentation  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Relation  PDF
• 2021-04-29 MarioNette: Self-Supervised Sprite Learning    Dmitriy Smirnov, Michael Gharbi, Matthew Fisher, Vitor Guizilini, Alexei A. Efros, Justin Solomon arXiv_CV arXiv_CV  Sparse  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-04-29 With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations    Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson, Pierre Sermanet, Andrew Zisserman arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Contrastive_Learning  Classification  PDF
• 2021-04-29 The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth    Jamie Watson, Oisin Mac Aodha, Victor Prisacariu, Gabriel Brostow, Michael Firman arXiv_CV arXiv_CV  Self-Supervised  Pose  PDF
• 2021-04-29 Emerging Properties in Self-Supervised Vision Transformers    Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Self-Supervised  CNN  PDF
• 2021-04-29 Learning Actor-centered Representations for Action Localization in Streaming Videos using Predictive Learning    Sathyanarayanan N. Aakur, Sudeep Sarkar arXiv_CV arXiv_CV  Unsupervised  Recognition  Weakly_Supervised  Self-Supervised  Action_Localization  Pose  Action  Attention  PDF
• 2021-04-28 Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples    Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Armand Joulin, Nicolas Ballas, Michael Rabbat arXiv_AI arXiv_AI  Self-Supervised  Pose  PDF
• 2021-04-28 Medical Transformer: Universal Brain Encoder for 3D MRI Analysis    Eunji Jun, Seungwoo Jeong, Da-Woon Heo, Heung-Il Suk arXiv_AI arXiv_AI  Transformer  Segmentation  Transfer_Learning  3D  Self-Supervised  Pose  Classification  Deep_Learning  Relation  Attention  Medical  Prediction  PDF
• 2021-04-28 Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation    Qin Wang, Dengxin Dai, Lukas Hoyer, Olga Fink, Luc Van Gool arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  Relation  Prediction  PDF
• 2021-04-28 DeRenderNet: Intrinsic Image Decomposition of Urban Scenes with Shape-dependent Shading Rendering    Yongjie Zhu, Jiajun Tang, Si Li, Boxin Shi arXiv_CV arXiv_CV  Self-Supervised  Pose  Prediction  PDF
• 2021-04-28 Shot Contrastive Self-Supervised Learning for Scene Boundary Detection    Shixing Chen, Xiaohan Nie, David Fan, Dongqing Zhang, Vimal Bhat, Raffay Hamid arXiv_CV arXiv_CV  Self-Supervised  Boundary_Detection  Contrastive_Learning  Detection  PDF
• 2021-04-27 Contrastive Spatial Reasoning on Multi-View Line Drawings    Siyuan Xiang, Anbang Yang, Yanfei Xue, Yaoqing Yang, Chen Feng arXiv_AI arXiv_AI  3D  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2021-04-26 Accounting for Agreement Phenomena in Sentence Comprehension with Transformer Language Models: Effects of Similarity-based Interference on Surprisal and Attention    Soo Hyun Ryu, Richard L. Lewis arXiv_CL arXiv_CL  Transformer  Review  Self-Supervised  Relation  Attention  Language_Model  PDF
• 2021-04-26 Multimodal Self-Supervised Learning of General Audio Representations    Luyu Wang, Pauline Luc, Adria Recasens, Jean-Baptiste Alayrac, Aaron van den Oord arXiv_SD arXiv_SD  Represenation_Learning  Self-Supervised  Classification  PDF
• 2021-04-26 Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets    Yuan-Hong Liao, Amlan Kar, Sanja Fidler arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-04-26 Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data    Xuihui Jia, Kai Han, Yukun Zhu, Bradley Green arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-04-26 Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos    Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie Boggust, Rameswar Panda, Brian Kingsbury, Rogerio Feris, David Harwath, James Glass, Michael Picheny, Shih-Fu Chang arXiv_CV arXiv_CV  Embedding  Zero-Shot  Self-Supervised  Action_Localization  Pose  Contrastive_Learning  Action  Attention  Video_Retrieval  PDF
• 2021-04-26 Clean Images are Hard to Reblur: A New Clue for Deblurring    Seungjun Nah, Sanghyun Son, Jaerin Lee, Kyoung Mu Lee arXiv_CV arXiv_CV  Recognition  Self-Supervised  Pose  Inference  PDF
• 2021-04-26 Mutual Contrastive Learning for Visual Representation Learning    Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Contrastive_Learning  Action  Classification  Few-Shot  Image_Classification  PDF
• 2021-04-25 How Well Self-Supervised Pre-Training Performs with Streaming Data?    Dapeng Hu, Qizhengqiu Lu, Lanqing Hong, Hailin Hu, Yifan Zhang, Zhenguo Li, Alfred Shen, Jiashi Feng arXiv_CV arXiv_CV  Represenation_Learning  Regularization  Self-Supervised  PDF
• 2021-04-24 Aligned Contrastive Predictive Coding    Jan Chorowski, Grzegorz Ciesielski, Jarosław Dzikowski, Adrian Łancucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Paweł Rychlikowski, Michał Stypułkowski arXiv_SD arXiv_SD  Speech  Self-Supervised  Pose  Prediction  PDF
• 2021-04-23 LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech    Solene Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Esteve, Benjamin Lecouteux, Francois Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Emotion  Speech_Recognition  PDF
• 2021-04-22 H-Net: Unsupervised Attention-based Stereo Depth Estimation Leveraging Epipolar Geometry    Baoru Huang, Jian-Qing Zheng, Stamatia Giannarou, Daniel S. Elson arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Attention  Matching  PDF
• 2021-04-22 VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text    Hassan Akbari, Linagzhe Yuan, Rui Qian, Wei-Hong Chuang, Shih-Fu Chang, Yin Cui, Boqing Gong arXiv_AI arXiv_AI  Transformer  Recognition  Self-Supervised  Action_Recognition  Action  Classification  Image_Classification  Video_Retrieval  PDF
• 2021-04-22 Self-Supervised Learning from Semantically Imprecise Data    Clemens-Alexander Brust, Björn Barz, Joachim Denzler arXiv_CV arXiv_CV  Self-Supervised  Pose  Prediction  PDF
• 2021-04-21 SSLM: Self-Supervised Learning for Medical Diagnosis from MR Video    Siladittya Manna, Saumik Bhattacharya, Umapada Pal arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Classification  Medical  PDF
• 2021-04-20 Efficient Retrieval Optimized Multi-task Learning    Hengxin Fun, Sunil Gandhi, Sujith Ravi arXiv_CL arXiv_CL  Optimization  Knowledge  Self-Supervised  Pose  Language_Model  QA  PDF
• 2021-04-20 Transformer Transforms Salient Object Detection and Camouflaged Object Detection    Yuxin Mao, Jing Zhang, Zhexiong Wan, Yuchao Dai, Aixuan Li, Yunqiu Lv, Xinyu Tian, Deng-Ping Fan, Nick Barnes arXiv_CV arXiv_CV  Transformer  Segmentation  Weakly_Supervised  Salient  Self-Supervised  Pose  Classification  Detection  Relation  Object_Detection  Prediction  PDF
• 2021-04-20 On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era    Shahin Amiriparian (1), Artem Sokolov (2,3), Ilhan Aslan (2), Lukas Christ (1), Maurice Gerczuk (1), Tobias Hübner (1), Dmitry Lamanov (2), Manuel Milling (1), Sandra Ottl (1), Ilya Poduremennykh (2), Evgeniy Shuranov (2,4), Björn W. Schuller (1,5) ((1) EIHW -- Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Germany, (2) Huawei Technologies, (3) HSE University, Nizhniy Novgorod, Russia, (4) ITMO University, Saint Petersburg, Russia) arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Emotion  Action  Classification  Deep_Learning  Speech_Recognition  PDF
• 2021-04-20 Fine-grained Anomaly Detection via Multi-task Self-Supervision    Loic Jezequel, Ngoc-Son Vu, Jean Beaudet, Aymeric Histace arXiv_CV arXiv_CV  Recognition  Self-Supervised  Deep_Learning  Detection  PDF
• 2021-04-20 Shadow Neural Radiance Fields for Multi-view Satellite Photogrammetry    Dawa Derksen, Dario Izzo arXiv_CV arXiv_CV  Reconstruction  3D  Represenation_Learning  Self-Supervised  Pose  Quantitative  Detection  PDF
• 2021-04-20 Distill on the Go: Online knowledge distillation in self-supervised learning    Prashant Bhat, Elahe Arani, Bahram Zonooz arXiv_AI arXiv_AI  Knowledge  Self-Supervised  Pose  Prediction  PDF
• 2021-04-20 SelfReg: Self-supervised Contrastive Regularization for Domain Generalization    Daehee Kim, Seunghyun Park, Jinkyu Kim, Jaekoo Lee arXiv_AI arXiv_AI  Regularization  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2021-04-19 Self-supervised Representation Learning With Path Integral Clustering For Speaker Diarization    Prachi Singh, Sriram Ganapathy arXiv_SD arXiv_SD  Embedding  Unsupervised  Optimization  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-04-19 DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning    Yuting Gao, Jia-Xin Zhuang, Ke Li, Hao Cheng, Xiaowei Guo, Feiyue Huang, Rongrong Ji, Xing Sun arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Attention  PDF
• 2021-04-18 Solving Inefficiency of Self-supervised Representation Learning    Guangrun Wang, Keze Wang, Guangcong Wang, Phillip H.S. Torr, Liang Lin arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-04-18 Self-Supervised Pillar Motion Learning for Autonomous Driving    Chenxu Luo, Xiaodong Yang, Alan Yuille arXiv_CV arXiv_CV  Point_Cloud  Regularization  Self-Supervised  Pose  Autonomous  PDF
• 2021-04-18 Guilt by Association: Emotion Intensities in Lexical Representations    Shahab Raji, Gerard de Melo arXiv_CL arXiv_CL  Unsupervised  Self-Supervised  Emotion  Relation  PDF
• 2021-04-18 When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset    Lucia Zheng, Neel Guha, Brandon R. Anderson, Peter Henderson, Daniel E. Ho arXiv_CL arXiv_CL  Transformer  Embedding  Bert  RNN  Self-Supervised  PDF
• 2021-04-17 Color Variants Identification via Contrastive Self-Supervised Representation Learning    Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar, Abhinav Ravi arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Quantitative  PDF
• 2021-04-17 Visually Guided Sound Source Separation and Localization using Self-Supervised Motion Representations    Lingyu Zhu, Esa Rahtu arXiv_CV arXiv_CV  Transformer  Embedding  Knowledge  Self-Supervised  Pose  Detection  Object_Detection  Optical_Flow  PDF
• 2021-04-17 A Self-Supervised Auxiliary Loss for Deep RL in Partially Observable Settings    Eltayeb Ahmed, Luisa Zintgraf, Christian A. Schroeder de Witt, Nicolas Usunier arXiv_AI arXiv_AI  Reinforcement_Learning  Self-Supervised  Pose  Classification  Relation  PDF
• 2021-04-17 A Surface Geometry Model for LiDAR Depth Completion    Yiming Zhao, Lin Bai, Ziming Zhang, Xinming Huang arXiv_CV arXiv_CV  Sparse  Self-Supervised  Pose  Face  PDF
• 2021-04-16 Robust Object Detection via Instance-Level Temporal Cycle Confusion    Xin Wang, Thomas E. Huang, Benlin Liu, Fisher Yu, Xiaolong Wang, Joseph E. Gonzalez, Trevor Darrell arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Detection  Object_Detection  PDF
• 2021-04-16 Automated Seizure Detection and Seizure Type Classification From Electroencephalography With a Graph Neural Network and Self-Supervised Pre-Training    Siyi Tang, Jared A. Dunnmon, Khaled Saab, Xuan Zhang, Qianying Huang, Florian Dubost, Daniel L. Rubin, Christopher Lee-Messer arXiv_AI arXiv_AI  RNN  Knowledge  Self-Supervised  Pose  Classification  Detection  CNN  PDF
• 2021-04-16 AMMU -- A Survey of Transformer-based Biomedical Pretrained Language Models    Katikapalli Subramanyam Kalyan, Ajit Rajasekharan, Sivanesan Sangeetha arXiv_AI arXiv_AI  Transformer  Embedding  Transfer_Learning  Bert  Self-Supervised  Survey  Medical  Language_Model  PDF
• 2021-04-16 Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders    Fangyu Liu, Ivan Vulić, Anna Korhonen, Nigel Collier arXiv_AI arXiv_AI  Bert  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Language_Model  PDF
• 2021-04-16 Self-supervised Video Retrieval Transformer Network    Xiangteng He, Yulin Pan, Mingqian Tang, Yiliang Lv arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Action  Video_Retrieval  PDF
• 2021-04-16 Pareto Self-Supervised Training for Few-Shot Learning    Zhengyu Chen, Jixie Ge, Heshen Zhan, Siteng Huang, Donglin Wang arXiv_CV arXiv_CV  Self-Supervised  Pose  Few-Shot  Attention  PDF
• 2021-04-15 Self-supervised Video Object Segmentation by Motion Grouping    Charig Yang, Hala Lamdouar, Erika Lu, Andrew Zisserman, Weidi Xie arXiv_CV arXiv_CV  Transformer  Segmentation  Self-Supervised  Pose  Optical_Flow  PDF
• 2021-04-15 Self-Supervised Exploration via Latent Bayesian Surprise    Pietro Mazzaglia, Ozan Catal, Tim Verbelen, Bart Dhoedt arXiv_AI arXiv_AI  Reinforcement_Learning  Self-Supervised  Pose  Action  PDF
• 2021-04-15 Conditional independence for pretext task selection in Self-supervised speech representation learning    Salah Zaiem, Titouan Parcollet, Slim Essid arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Relation  Speech_Recognition  PDF
• 2021-04-15 Variational Co-embedding Learning for Attributed Network Clustering    Shuiqiao Yang, Sunny Verma, Borui Cai, Jiaojiao Jiang, Kun Yu, Fang Chen, Shui Yu arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Self-Supervised  Pose  PDF
• 2021-04-14 Self-supervised Learning of 3D Object Understanding by Data Association and Landmark Estimation for Image Sequence    Hyeonwoo Yu, Jean Oh arXiv_CV arXiv_CV  3D  Pose_Estimation  Self-Supervised  Pose  Classification  PDF
• 2021-04-14 Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding    Vladan Stojnić (1), Vladimir Risojević (1) ((1) Faculty of Electrical Engineering, University of Banja Luka, Bosnia and Herzegovina) arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Classification  Image_Classification  PDF
• 2021-04-14 K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce    Song Xu, Haoran Li, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Ying Liu, Bowen Zhou arXiv_CL arXiv_CL  Transformer  Knowledge  Self-Supervised  Pose  Summarization  Language_Model  PDF
• 2021-04-13 EAT: Enhanced ASR-TTS for Self-supervised Speech Recognition    Murali Karthick Baskar, Lukáš Burget, Shinji Watanabe, Ramon Fernandez Astudillo, Jan "Honza'' Černocký arXiv_AI arXiv_AI  Recognition  Speech  Self-Supervised  Pose  Attention  Speech_Recognition  Language_Model  PDF
• 2021-04-13 Self-supervised object detection from audio-visual correspondence    Triantafyllos Afouras, Yuki M. Asano, Francois Fagan, Andrea Vedaldi, Florian Metze arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Detection  Object_Detection  PDF
• 2021-04-13 Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation    Dwarikanath Mahapatra arXiv_CV arXiv_CV  Segmentation  Salient  Self-Supervised  Pose  Action  Classification  Medical  PDF
• 2021-04-13 VR3Dense: Voxel Representation Learning for 3D Object Detection and Monocular Dense Depth Reconstruction    Shubham Shrivastava arXiv_AI arXiv_AI  Reconstruction  3D  Represenation_Learning  Self-Supervised  Pose  Detection  Object_Detection  CNN  Autonomous  Inference  Prediction  PDF
• 2021-04-13 Unifying domain adaptation and self-supervised learning for CXR segmentation via AdaIN-based knowledge distillation    Yujin Oh, Jong Chul Ye arXiv_CV arXiv_CV  Segmentation  Knowledge  Self-Supervised  Pose  GAN  PDF
• 2021-04-12 Relational world knowledge representation in contextual language models: A review    Tara Safavi, Danai Koutra arXiv_AI arXiv_AI  Knowledge  Review  Self-Supervised  Pose  Relation  Language_Model  PDF
• 2021-04-12 CAPRI-Net: Learning Compact CAD Shapes with Adaptive Primitive Assembly    Fenggen Yu, Zhiqin Chen, Manyi Li, Aditya Sanghi, Hooman Shayani, Ali Mahdavi-Amiri, Hao Zhang arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  3D  Self-Supervised  Face  PDF
• 2021-04-12 Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment    Philip J. Ball, Cong Lu, Jack Parker-Holder, Stephen Roberts arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Self-Supervised  Attention  PDF
• 2021-04-12 DATE: Detecting Anomalies in Text via Self-Supervision of Transformers    Andrei Manolache, Florin Brad, Elena Burceanu arXiv_CL arXiv_CL  Transformer  Unsupervised  Self-Supervised  Quantitative  Deep_Learning  Detection  PDF
• 2021-04-12 Self-supervised Multi-view Stereo via Effective Co-Segmentation and Data-Augmentation    Hongbin Xu, Zhipeng Zhou, Yu Qiao, Wenxiong Kang, Qiuxia Wu arXiv_AI arXiv_AI  Reconstruction  Segmentation  Unsupervised  Self-Supervised  Pose  Prediction  PDF
• 2021-04-12 Accelerating science with human versus alien artificial intelligences    Jamshid Sourati, James Evans arXiv_AI arXiv_AI  Self-Supervised  Pose  Inference  Prediction  PDF
• 2021-04-12 A Learnable Self-supervised Task for Unsupervised Domain Adaptation on Point Clouds    Xiaoyuan Luo, Shaolei Liu, Kexue Fu, Manning Wang, Zhijian Song arXiv_CV arXiv_CV  Segmentation  Unsupervised  Point_Cloud  Self-Supervised  Pose  Classification  PDF
• 2021-04-11 Disentangled Contrastive Learning for Learning Robust Textual Representations    Xiang Chen, Xin Xie, Zhen Bi, Hongbin Ye, Shumin Deng, Ningyu Zhang, Huajun Chen arXiv_AI arXiv_AI  Transformer  Adversarial  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-04-10 Occlusion Guided Self-supervised Scene Flow Estimation on 3D Point Clouds    Bojun Ouyang, Dan Raviv arXiv_CV arXiv_CV  Point_Cloud  3D  Sparse  Self-Supervised  Detection  Autonomous  Prediction  PDF
• 2021-04-09 SVDistNet: Self-Supervised Near-Field Distance Estimation on Surround View Fisheye Cameras    Varun Ravi Kumar, Marvin Klingner, Senthil Yogamani, Markus Bach, Stefan Milz, Tim Fingscheidt, Patrick Mäder arXiv_CV arXiv_CV  Self-Supervised  Deep_Learning  Attention  PDF
• 2021-04-09 Towards Fine-grained Visual Representations by Combining Contrastive Learning with Image Reconstruction and Attention-weighted Pooling    Jonas Dippel, Steffen Dippel, Johannes Höhne arXiv_AI arXiv_AI  Image_Caption  Reconstruction  Self-Supervised  Contrastive_Learning  Classification  Attention  PDF
• 2021-04-09 Stereo Matching by Self-supervision of Multiscopic Vision    Weihao Yuan, Yazhan Zhang, Bingkun Wu, Siyu Zhu, Ping Tan, Michael Yu Wang, Qifeng Chen arXiv_CV arXiv_CV  Unsupervised  3D  Self-Supervised  Pose  Matching  PDF
• 2021-04-08 CutPaste: Self-Supervised Learning for Anomaly Detection and Localization    Chun-Liang Li, Kihyuk Sohn, Jinsung Yoon, Tomas Pfister arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-04-08 Dynamic Surface Function Networks for Clothed Human Bodies    Andrei Burov, Matthias Nießner, Justus Thies arXiv_CV arXiv_CV  Reconstruction  Tracking  Self-Supervised  Pose  Face  PDF
• 2021-04-08 De-rendering the World's Revolutionary Artefacts    Shangzhe Wu, Ameesh Makadia, Jiajun Wu, Noah Snavely, Richard Tucker, Angjoo Kanazawa arXiv_CV arXiv_CV  Reconstruction  Unsupervised  3D  Self-Supervised  Pose  Face  PDF
• 2021-04-08 The Single-Noun Prior for Image Clustering    Niv Cohen, Yedid Hoshen arXiv_CV arXiv_CV  Optimization  Self-Supervised  Pose  Classification  PDF
• 2021-04-08 CoCoNets: Continuous Contrastive 3D Scene Representations    Shamit Lal, Mihir Prabhudesai, Ishita Mediratta, Adam W. Harley, Katerina Fragkiadaki arXiv_CV arXiv_CV  Tracking  Unsupervised  Point_Cloud  3D  Object_Tracking  Self-Supervised  Pose  Contrastive_Learning  Detection  Object_Detection  CNN  Prediction  Matching  PDF
• 2021-04-08 HindSight: A Graph-Based Vision Model Architecture For Representing Part-Whole Hierarchies    Muhammad AbdurRafae arXiv_AI arXiv_AI  Image_Caption  Self-Supervised  Pose  Action  Classification  Detection  Object_Detection  Caption  Image_Classification  PDF
• 2021-04-08 Who Should Go First? A Self-Supervised Concept Sorting Model for Improving Taxonomy Expansion    Xiangchen Song, Jiaming Shen, Jieyu Zhang, Jiawei Han arXiv_CL arXiv_CL  Knowledge  Self-Supervised  Pose  Relation  GAN  PDF
• 2021-04-08 DSC-PoseNet: Learning 6DoF Object Pose Estimation via Dual-scale Consistency    Zongxin Yang, Xin Yu, Yi Yang arXiv_CV arXiv_CV  Segmentation  3D  Pose_Estimation  Self-Supervised  Pose  PDF
• 2021-04-08 SiT: Self-supervised vIsion Transformer    Sara Atito, Muhammad Awais, Josef Kittler arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Action  Classification  PDF
• 2021-04-08 Layer Reduction: Accelerating Conformer-Based Self-Supervised Model via Layer Consistency    Jinchuan Tian, Rongzhi Gu, Helin Wang, Yuexian Zou arXiv_CL arXiv_CL  Transformer  Embedding  Recognition  Bert  Speech  Self-Supervised  Pose  Classification  Speech_Recognition  Inference  PDF
• 2021-04-08 Multiple Object Tracking with Correlation Learning    Qiang Wang, Yun Zheng, Pan Pan, Yinghui Xu arXiv_CV arXiv_CV  Tracking  Object_Tracking  Self-Supervised  Pose  Detection  Relation  CNN  PDF
• 2021-04-07 SOLD2: Self-supervised Occlusion-aware Line Description and Detection    Rémi Pautrat, Juan-Ting Lin, Viktor Larsson, Martin R. Oswald, Marc Pollefeys arXiv_CV arXiv_CV  Self-Supervised  Pose  Detection  Object_Detection  Matching  PDF
• 2021-04-07 Hand-Object Contact Consistency Reasoning for Human Grasps Generation    Hanwen Jiang, Shaowei Liu, Jiashun Wang, Xiaolong Wang arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Face  PDF
• 2021-04-07 Self-Supervised Learning for Semi-Supervised Temporal Action Proposal    Xiang Wang, Shiwei Zhang, Zhiwu Qing, Yuanjie Shao, Changxin Gao, Nong Sang arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Action  Relation  Activity  Prediction  PDF
• 2021-04-07 Single Source One Shot Reenactment using Weighted motion From Paired Feature Points    Soumya Tripathy, Juho Kannala, Esa Rahtu arXiv_CV arXiv_CV  Self-Supervised  Pose  Face  PDF
• 2021-04-07 Utilizing Self-supervised Representations for MOS Prediction    Wei-Cheng Tseng, Chien-yu Huang, Wei-Tsung Kao, Yist Y. Lin, Hung-yi Lee arXiv_SD arXiv_SD  Speech  Self-Supervised  Prediction  PDF
• 2021-04-07 Self-supervised Learning of Depth Inference for Multi-view Stereo    Jiayu Yang, Jose M. Alvarez, Miaomiao Liu arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Self-Supervised  Pose  Inference  PDF
• 2021-04-07 Contrastive Learning of Global and Local Audio-Visual Representations    Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song arXiv_SD arXiv_SD  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action  Classification  Detection  PDF
• 2021-04-07 Unsupervised Visual Attention and Invariance for Reinforcement Learning    Xudong Wang, Long Lian, Stella X. Yu arXiv_RO arXiv_RO  Unsupervised  Reinforcement_Learning  Self-Supervised  Pose  Action  Detection  Attention  Inference  PDF
• 2021-04-07 S2VC: A Framework for Any-to-Any Voice Conversion with Self-Supervised Pretrained Representations    Jheng-hao Lin, Yist Y. Lin, Chung-Ming Chien, Hung-yi Lee arXiv_SD arXiv_SD  Self-Supervised  Pose  Attention  PDF
• 2021-04-07 Self-Supervised Learning for Gastritis Detection with Gastric X-Ray Images    Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Detection  Medical  CNN  PDF
• 2021-04-06 Strumming to the Beat: Audio-Conditioned Contrastive Video Textures    Medhini Narasimhan, Shiry Ginosar, Andrew Owens, Alexei A. Efros, Trevor Darrell arXiv_AI arXiv_AI  Self-Supervised  Contrastive_Learning  PDF
• 2021-04-06 Comparing CTC and LFMMI for out-of-domain adaptation of wav2vec 2.0 acoustic model    Apoorv Vyas, Srikanth Madikeri, Hervé Bourlard arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Classification  Speech_Recognition  PDF
• 2021-04-06 CodeTrans: Towards Cracking the Language of Silicone's Code Through Self-Supervised Deep Learning and High Performance Computing    Ahmed Elnaggar, Wei Ding, Llion Jones, Tom Gibbs, Tamas Feher, Christoph Angerer, Silvia Severini, Florian Matthes, Burkhard Rost arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Self-Supervised  Deep_Learning  PDF
• 2021-04-06 Self-Supervised Learning based CT Denoising using Pseudo-CT Image Pairs    Dongkyu Won, Euijin Jung, Sion An, Philip Chikontwe, Sang Hyun Park arXiv_CV arXiv_CV  Self-Supervised  Pose  Denoising  PDF
• 2021-04-06 Attribute-Based Robotic Grasping with One-Grasp Adaptation    Yang Yang, Yuanhao Liu, Hengyue Liang, Xibai Lou, Changhyun Choi arXiv_AI arXiv_AI  Embedding  Recognition  Self-Supervised  Attention  PDF
• 2021-04-05 Action Shuffle Alternating Learning for Unsupervised Action Segmentation    Jun Li, Sinisa Todorovic arXiv_CV arXiv_CV  Segmentation  Embedding  Unsupervised  RNN  Self-Supervised  Action  PDF
• 2021-04-05 An Empirical Study of Training Self-Supervised Visual Transformers    Xinlei Chen, Saining Xie, Kaiming He arXiv_CV arXiv_CV  Transformer  Self-Supervised  CNN  PDF
• 2021-04-05 Personalized Speech Enhancement through Self-Supervised Data Augmentation and Purification    Aswin Sivaraman, Sunwoo Kim, Minje Kim arXiv_SD arXiv_SD  Embedding  Enhancement  Speech  Self-Supervised  Pose  Denoising  PDF
• 2021-04-05 Self-Supervised Learning for Personalized Speech Enhancement    Aswin Sivaraman, Minje Kim arXiv_SD arXiv_SD  Enhancement  Speech  Self-Supervised  Pose  PDF
• 2021-04-05 Convolutional Neural Opacity Radiance Fields    Haimin Luo, Anpei Chen, Qixuan Zhang, Bai Pang, Minye Wu, Lan Xu, Jingyi Yu arXiv_CV arXiv_CV  Embedding  Adversarial  Self-Supervised  Pose  CNN  PDF
• 2021-04-04 Conv1D Energy-Aware Path Planner for Mobile Robots in Unstructured Environments    Marco Visca, Arthur Bouton, Roger Powell, Yang Gao, Saber Fallah arXiv_RO arXiv_RO  Point_Cloud  Self-Supervised  Pose  CNN  Autonomous  Prediction  PDF
• 2021-04-04 Synergies Between Affordance and Geometry: 6-DoF Grasp Detection via Implicit Representations    Zhenyu Jiang, Yifeng Zhu, Maxwell Svetlik, Kuan Fang, Yuke Zhu arXiv_AI arXiv_AI  Reconstruction  3D  Self-Supervised  Pose  Detection  PDF
• 2021-04-03 MMBERT: Multimodal BERT Pretraining for Improved Medical VQA    Yash Khare, Viraj Bagal, Minesh Mathew, Adithi Devi, U Deva Priyakumar, CV Jawahar arXiv_CV arXiv_CV  Transformer  Bert  Self-Supervised  Pose  VQA  Attention  Medical  Caption  Language_Model  QA  PDF
• 2021-04-03 Cross-Modal learning for Audio-Visual Video Parsing    Jatin Lamba, Abhishek, Jayaprakash Akula, Rishabh Dabral, Preethi Jyothi, Ganesh Ramakrishnan arXiv_CV arXiv_CV  Transformer  Adversarial  Self-Supervised  Pose  Attention  PDF
• 2021-04-03 DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images    Joy Hsu, Wah Chiu, Serena Yeung arXiv_CV arXiv_CV  Segmentation  Unsupervised  Knowledge  Self-Supervised  Pose  Medical  CNN  PDF
• 2021-04-02 Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision    Zhenzhen Weng, Mehmet Giray Ogut, Shai Limonchik, Serena Yeung arXiv_CV arXiv_CV  Segmentation  Embedding  Unsupervised  Self-Supervised  Pose  Quantitative  Relation  PDF
• 2021-04-02 Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training    Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli arXiv_CL arXiv_CL  Speech  Self-Supervised  PDF
• 2021-04-02 Self-supervised Video Representation Learning by Context and Motion Decoupling    Lianghua Huang, Yu Liu, Bin Wang, Pan Pan, Yinghui Xu, Rong Jin arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Regularization  Self-Supervised  Action_Recognition  Action  Prediction  Video_Retrieval  Matching  PDF
• 2021-04-02 The Spatially-Correlative Loss for Various Image Translation Tasks    Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai arXiv_CV arXiv_CV  Self-Supervised  Pose  Relation  Matching  PDF
• 2021-04-02 LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions    Oğuz Kaan Yüksel, Enis Simsar, Ezgi Gülperi Er, Pinar Yanardag arXiv_CV arXiv_CV  Unsupervised  Adversarial  Self-Supervised  Pose  Contrastive_Learning  GAN  PDF
• 2021-04-01 Multiview Pseudo-Labeling for Semi-supervised Learning from Video    Bo Xiong, Haoqi Fan, Kristen Grauman, Christoph Feichtenhofer arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Self-Supervised  Inference  PDF
• 2021-04-01 Composable Augmentation Encoding for Video Representation Learning    Chen Sun, Arsha Nagrani, Yonglong Tian, Cordelia Schmid arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  PDF
• 2021-04-01 Speech Resynthesis from Discrete Disentangled Self-Supervised Representations    Adam Polyak, Yossi Adi, Jade Copet, Eugene Kharitonov, Kushal Lakhotia, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux arXiv_SD arXiv_SD  Reconstruction  Represenation_Learning  Speech  Self-Supervised  Pose  PDF
• 2021-04-01 Learning to Track Instances without Video Annotations    Yang Fu, Sifei Liu, Umar Iqbal, Shalini De Mello, Humphrey Shi, Jan Kautz arXiv_CV arXiv_CV  Segmentation  Embedding  Tracking  Pose_Estimation  Self-Supervised  Pose  Face  PDF
• 2021-04-01 LaPred: Lane-Aware Prediction of Multi-Modal Future Trajectories of Dynamic Agents    ByeoungDo Kim, Seong Hyeon Park, Seokhwan Lee, Elbek Khoshimjonov, Dongsuk Kum, Junsoo Kim, Jeong Soo Kim, Jun Won Choi arXiv_CV arXiv_CV  Self-Supervised  Pose  Attention  Prediction  PDF
• 2021-04-01 Self-supervised Motion Learning from Static Images    Ziyuan Huang, Shiwei Zhang, Jianwen Jiang, Mingqian Tang, Rong Jin, Marcelo Ang arXiv_CV arXiv_CV  Recognition  Self-Supervised  Pose  Action_Recognition  Action  Classification  PDF
• 2021-03-31 Full Surround Monodepth from Multiple Cameras    Vitor Guizilini, Igor Vasiljevic, Rares Ambrus, Greg Shakhnarovich, Adrien Gaidon arXiv_CV arXiv_CV  Point_Cloud  Self-Supervised  Pose  Action  Autonomous  PDF
• 2021-03-31 Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective    Jiarui Xu, Xiaolong Wang arXiv_CV arXiv_CV  Segmentation  Tracking  Recognition  Object_Tracking  Self-Supervised  Pose  Contrastive_Learning  CNN  PDF
• 2021-03-31 Learning by Aligning Videos in Time    Sanjay Haresh, Sateesh Kumar, Huseyin Coskun, Shahram Najam Syed, Andrey Konin, Muhammad Zeeshan Zia, Quoc-Huy Tran arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Regularization  Self-Supervised  Pose  Action  Classification  PDF
• 2021-03-31 Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition    Guangrun Wang, Liang Lin, Rongcong Chen, Guangcong Wang, Jiqi Zhang arXiv_CV arXiv_CV  NAS  Person_Re-identification  Unsupervised  Recognition  Self-Supervised  Classification  Re-identification  Image_Classification  PDF
• 2021-03-31 Self-Supervised Euphemism Detection and Identification for Content Moderation    Wanzheng Zhu, Hongyu Gong, Rohan Bansal, Zachary Weinberg, Nicolas Christin, Giulia Fanti, Suma Bhat arXiv_CL arXiv_CL  Embedding  Unsupervised  Self-Supervised  Detection  GAN  PDF
• 2021-03-31 Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation    Xiangyu Yue, Zangwei Zheng, Shanghang Zhang, Yang Gao, Trevor Darrell, Kurt Keutzer, Alberto Sangiovanni Vincentelli arXiv_CV arXiv_CV  Embedding  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Classification  Few-Shot  PDF
• 2021-03-30 Geometric Unsupervised Domain Adaptation for Semantic Segmentation    Vitor Guizilini, Jie Li, Rares Ambrus, Adrien Gaidon arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Adversarial  Self-Supervised  Pose  Prediction  PDF
• 2021-03-30 Contrastive Learning of Single-Cell Phenotypic Representations for Treatment Classification    Alexis Perakis, Ali Gorji, Samriddhi Jain, Krishna Chaitanya, Simone Rizza, Ender Konukoglu arXiv_CV arXiv_CV  Unsupervised  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Action  Classification  PDF
• 2021-03-30 Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data    Oscar Mañas, Alexandre Lacoste, Xavier Giro-i-Nieto, David Vazquez, Pau Rodriguez arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-03-30 Broaden Your Views for Self-Supervised Video Learning    Adrià Recasens, Pauline Luc, Jean-Baptiste Alayrac, Luyu Wang, Florian Strub, Corentin Tallec, Mateusz Malinowski, Viorica Patraucean, Florent Altché, Michal Valko, Jean-Bastien Grill, Aäron van den Oord, Andrew Zisserman arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Classification  Optical_Flow  PDF
• 2021-03-30 Endo-Depth-and-Motion: Localization and Reconstruction in Endoscopic Videos using Depth Networks and Photometric Constraints    David Recasens, José Lamarca, José M. Fácil, J. M. M. Montiel, Javier Civera arXiv_CV arXiv_CV  Reconstruction  3D  Self-Supervised  Pose  PDF
• 2021-03-30 Benchmarking Representation Learning for Natural World Image Collections    Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge Belongie, Oisin Mac Aodha arXiv_CV arXiv_CV  Tracking  Transfer_Learning  Represenation_Learning  Self-Supervised  Classification  PDF
• 2021-03-30 Neural Transformation Learning for Deep Anomaly Detection Beyond Images    Chen Qiu, Timo Pfrommer, Marius Kloft, Stephan Mandt, Maja Rudolph arXiv_AI arXiv_AI  Self-Supervised  Detection  Medical  PDF
• 2021-03-30 Source-Free Domain Adaptation for Semantic Segmentation    Yuang Liu, Wei Zhang, Jun Wang arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Optimization  Knowledge  Self-Supervised  Pose  CNN  PDF
• 2021-03-30 ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification    Hao Chen, Benoit Lagadec, Francois Bremond arXiv_CV arXiv_CV  Person_Re-identification  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Relation  Attention  Re-identification  PDF
• 2021-03-30 MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption    Alexander Bartler, Andre Bühler, Felix Wiewel, Mario Döbler, Bin Yang arXiv_AI arXiv_AI  Self-Supervised  Pose  Classification  Deep_Learning  Image_Classification  Prediction  PDF
• 2021-03-30 Kaleido-BERT: Vision-Language Pre-training on Fashion Domain    Mingchen Zhuge, Dehong Gao, Deng-Ping Fan, Linbo Jin, Ben Chen, Haoming Zhou, Minghui Qiu, Ling Shao arXiv_CV arXiv_CV  Transformer  Recognition  Bert  Image_Retrieval  Self-Supervised  Relation  Caption  PDF
• 2021-03-30 Large Scale Autonomous Driving Scenarios Clustering with Self-supervised Feature Extraction    Jinxin Zhao, Jin Fang, Zhixian Ye, Liangjun Zhang arXiv_CV arXiv_CV  Self-Supervised  Pose  Action  Deep_Learning  Autonomous  PDF
• 2021-03-30 Self-supervised Image-text Pre-training With Mixed Data In Chest X-rays    Xiaosong Wang, Ziyue Xu, Leo Tam, Dong Yang, Daguang Xu arXiv_CV arXiv_CV  Transformer  Weakly_Supervised  Self-Supervised  Pose  Classification  Medical  Language_Model  PDF
• 2021-03-29 Robust Audio-Visual Instance Discrimination    Pedro Morgado, Ishan Misra, Nuno Vasconcelos arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Relation  PDF
• 2021-03-29 Tasting the cake: evaluating self-supervised generalization on out-of-distribution multimodal MRI data    Alex Fedorov, Eloy Geenjaar, Lei Wu, Thomas P. DeRamus, Vince D. Calhoun, Sergey M. Plis arXiv_CV arXiv_CV  Self-Supervised  Medical  PDF
• 2021-03-29 In-Place Scene Labelling and Understanding with Implicit Scene Representation    Shuaifeng Zhi, Tristan Laidlow, Stefan Leutenegger, Andrew J. Davison arXiv_CV arXiv_CV  Reconstruction  Super_Resolution  Sparse  Self-Supervised  Denoising  PDF
• 2021-03-29 Classification of Seeds using Domain Randomization on Self-Supervised Learning Frameworks    Venkat Margapuri, Mitchell Neilsen arXiv_AI arXiv_AI  Self-Supervised  Contrastive_Learning  Classification  Deep_Learning  CNN  PDF
• 2021-03-29 Get away from Style: Category-Guided Domain Adaptation for Semantic Segmentation    Yantian Luo, Zhiming Wang, Danlan Huang, Ning Ge, Jianhua Lu arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Self-Supervised  Pose  Face  Action  PDF
• 2021-03-29 Towards High Fidelity Monocular Face Reconstruction with Rich Reflectance using Self-supervised Learning and Ray Tracing    Abdallah Dib, Cedric Thebault, Junghyun Ahn, Philippe-Henri Gosselin, Christian Theobalt, Louis Chevallier arXiv_CV arXiv_CV  Reconstruction  Bert  Optimization  Self-Supervised  Pose  Face  PDF
• 2021-03-29 Self-Supervised Visibility Learning for Novel View Synthesis    Yujiao Shi, Hongdong Li, Xin Yu arXiv_CV arXiv_CV  Sparse  Self-Supervised  Pose  Face  PDF
• 2021-03-29 Changing the Mind of Transformers for Topically-Controllable Language Generation    Haw-Shiuan Chang, Jiaming Yuan, Mohit Iyyer, Andrew McCallum arXiv_CL arXiv_CL  Transformer  Self-Supervised  Text_Generation  Language_Model  PDF
• 2021-03-29 Generalizing to the Open World: Deep Visual Odometry with Online Adaptation    Shunkai Li, Xin Wu, Yingdian Cao, Hongbin Zha arXiv_CV arXiv_CV  Optimization  Pose_Estimation  Self-Supervised  Pose  Optical_Flow  Inference  PDF
• 2021-03-28 Self-supervised Discriminative Feature Learning for Multi-view Clustering    Jie Xu, Yazhou Ren, Huayi Tang, Zhimeng Yang, Lili Pan, Yang Yang, Xiaorong Pu arXiv_CV arXiv_CV  Self-Supervised  Pose  PDF
• 2021-03-28 PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS    Ye Jia, Heiga Zen, Jonathan Shen, Yu Zhang, Yonghui Wu arXiv_CL arXiv_CL  Bert  Speech  Self-Supervised  PDF
• 2021-03-28 Friends and Foes in Learning from Noisy Labels    Yifan Zhou, Yifan Ge, Jianxin Wu arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Attention  PDF
• 2021-03-27 Transmitter Discovery through Radio-Visual Probabilistic Active Sensing    Luca Varotto, Angelo Cenedese arXiv_RO arXiv_RO  Tracking  Optimization  Self-Supervised  Pose  Detection  Relation  Autonomous  PDF
• 2021-03-27 Embedding Transfer with Label Relaxation for Improved Metric Learning    Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak arXiv_CV arXiv_CV  Embedding  Knowledge  Self-Supervised  Pose  Classification  Relation  PDF
• 2021-03-27 SelfGait: A Spatiotemporal Representation Learning Method for Self-supervised Gait Recognition    Yiqun Liu, Yi Zeng, Jian Pu, Hongming Shan, Peiyang He, Junping Zhang arXiv_CV arXiv_CV  Recognition  Gait_Recognition  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-03-26 Equivariant Imaging: Learning Beyond the Range Space    Dongdong Chen, Julián Tachella, Mike E. Davies arXiv_CV arXiv_CV  Inpainting  Sparse  Self-Supervised  Pose  PDF
• 2021-03-26 Translate to Adapt: RGB-D Scene Recognition across Domains    Andrea Ferreri, Silvia Bucci, Tatiana Tommasi arXiv_CV arXiv_CV  Recognition  Scene_Classification  3D  Self-Supervised  Pose  Classification  PDF
• 2021-03-26 Quantum Self-Supervised Learning    Ben Jaderberg, Lewis W. Anderson, Weidi Xie, Samuel Albanie, Martin Kiffner, Dieter Jaksch arXiv_CV arXiv_CV  Recognition  Self-Supervised  Pose  Relation  PDF
• 2021-03-26 Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings    Adrian Wolny, Qin Yu, Constantin Pape, Anna Kreshuk arXiv_CV arXiv_CV  Segmentation  Embedding  Transfer_Learning  3D  Sparse  Self-Supervised  Pose  Medical  PDF
• 2021-03-26 Unsupervised Document Embedding via Contrastive Augmentation    Dongsheng Luo, Wei Cheng, Jingchao Ni, Wenchao Yu, Xuchao Zhang, Bo Zong, Yanchi Liu, Zhengzhang Chen, Dongjin Song, Haifeng Chen, Xiang Zhang arXiv_CL arXiv_CL  Embedding  Unsupervised  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  Matching  PDF
• 2021-03-26 3D Point Cloud Registration with Multi-Scale Architecture and Self-supervised Fine-tuning    Sofiane Horache, Jean-Emmanuel Deschaud, François Goulette arXiv_CV arXiv_CV  Point_Cloud  3D  Sparse  Self-Supervised  CNN  PDF
• 2021-03-26 Contrastive Domain Adaptation    Mamatha Thota, Georgios Leontidis arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-03-26 Modeling the Compatibility of Stem Tracks to Generate Music Mashups    Jiawen Huang, Ju-Chiang Wang, Jordan B. L. Smith, Xuchen Song, Yuxuan Wang arXiv_AI arXiv_AI  Self-Supervised  Matching  PDF
• 2021-03-25 Residual Energy-Based Models for End-to-End Speech Recognition    Qiujia Li, Yu Zhang, Bo Li, Liangliang Cao, Philip C. Woodland arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-03-25 Zero-shot super-resolution with a physically-motivated downsampling kernel for endomicroscopy    Agnieszka Barbara Szczotka, Dzhoshkun Ismail Shakir, Matthew J. Clarkson, Stephen P. Pereira, Tom Vercauteren arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Super_Resolution  Zero-Shot  Self-Supervised  Pose  CNN  QA  PDF
• 2021-03-25 Self-Supervised Training Enhances Online Continual Learning    Jhair Gallardo, Tyler L. Hayes, Christopher Kanan arXiv_CV arXiv_CV  Self-Supervised  Classification  Image_Classification  PDF
• 2021-03-25 Contrasting Contrastive Self-Supervised Representation Learning Models    Klemen Kotar, Gabriel Ilharco, Ludwig Schmidt, Kiana Ehsani, Roozbeh Mottaghi arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  PDF
• 2021-03-25 Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting    Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song arXiv_CV arXiv_CV  Handwriting  Sketch  Self-Supervised  PDF
• 2021-03-25 Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy Labels    Evgenii Zheltonozhskii, Chaim Baskin, Avi Mendelson, Alex M. Bronstein, Or Litany arXiv_CV arXiv_CV  Self-Supervised  Pose  PDF
• 2021-03-25 Rethinking Self-Supervised Learning: Small is Beautiful    Yun-Hao Cao, Jianxin Wu arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2021-03-24 A Broad Study on the Transferability of Visual Representations with Contrastive Learning    Ashraful Islam, Chun-Fu Chen, Rameswar Panda, Leonid Karlinsky, Richard Radke, Rogerio Feris arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Contrastive_Learning  Detection  Few-Shot  Object_Detection  PDF
• 2021-03-24 Revamping Cross-Modal Recipe Retrieval with Hierarchical Transformers and Self-supervised Learning    Amaia Salvador, Erhan Gundogdu, Loris Bazzani, Michael Donoser arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Relation  Attention  PDF
• 2021-03-24 Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization    Haoyu Ma, Xiangru Lin, Zifeng Wu, Yizhou Yu arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Regularization  Self-Supervised  Pose  PDF
• 2021-03-24 Can Vision Transformers Learn without Natural Images?    Kodai Nakashima, Hirokatsu Kataoka, Asato Matsumoto, Kenji Iwata, Nakamasa Inoue arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  PDF
• 2021-03-24 SaccadeCam: Adaptive Visual Attention for Monocular Depth Sensing    Brevin Tilmon, Sanjeev J. Koppal arXiv_CV arXiv_CV  Self-Supervised  Attention  PDF
• 2021-03-24 Region Similarity Representation Learning    Tete Xiao, Colorado J Reed, Xiaolong Wang, Kurt Keutzer, Trevor Darrell arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Pose_Estimation  Self-Supervised  Pose  Classification  Detection  Object_Detection  CNN  PDF
• 2021-03-23 Leveraging background augmentations to encourage semantic focus in self-supervised contrastive learning    Chaitanya K. Ryali, David J. Schwab, Ari S. Morcos arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Adversarial  Self-Supervised  Contrastive_Learning  Relation  PDF
• 2021-03-23 Self-Supervised Pretraining Improves Self-Supervised Pretraining    Colorado J. Reed, Xiangyu Yue, Ani Nrusimha, Sayna Ebrahimi, Vivek Vijaykumar, Richard Mao, Bo Li, Shanghang Zhang, Devin Guillory, Sean Metzger, Kurt Keutzer, Trevor Darrell arXiv_CV arXiv_CV  Self-Supervised  PDF
• 2021-03-23 MonoRUn: Monocular 3D Object Detection by Self-Supervised Reconstruction and Uncertainty Propagation    Hansheng Chen, Yuyao Huang, Wei Tian, Zhong Gao, Lu Xiong arXiv_CV arXiv_CV  Reconstruction  3D  Pose_Estimation  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-03-23 Revisiting Self-Supervised Monocular Depth Estimation    Ue-Hwan Kim, Jong-Hwan Kim arXiv_AI arXiv_AI  Self-Supervised  Pose  Autonomous  Prediction  PDF
• 2021-03-23 BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search    Changlin Li, Tao Tang, Guangrun Wang, Jiefeng Peng, Bing Wang, Xiaodan Liang, Xiaojun Chang arXiv_CV arXiv_CV  Transformer  NAS  Unsupervised  Recognition  Self-Supervised  Relation  PDF
• 2021-03-22 SSD: A Unified Framework for Self-Supervised Outlier Detection    Vikash Sehwag, Mung Chiang, Prateek Mittal arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Detection  Few-Shot  Object_Detection  Prediction  PDF
• 2021-03-22 Uncertainty-Aware Self-Supervised Learning of Spatial Perception Tasks    Mirko Nava, Antonio Paolillo, Jérôme Guzzi, Luca Maria Gambardella, Alessandro Giusti arXiv_RO arXiv_RO  Self-Supervised  Pose  Quantitative  Detection  Object_Detection  PDF
• 2021-03-22 Model-based 3D Hand Reconstruction via Self-Supervised Learning    Yujin Chen, Zhigang Tu, Di Kang, Linchao Bao, Ying Zhang, Xuefei Zhe, Ruizhi Chen, Junsong Yuan arXiv_CV arXiv_CV  Reconstruction  3D  Self-Supervised  Pose  PDF
• 2021-03-22 PriorityCut: Occlusion-guided Regularization for Warp-based Image Animation    Wai Ting Cheung, Gyeongsu Chae arXiv_CV arXiv_CV  Inpainting  Regularization  Knowledge  Self-Supervised  Pose  Relation  PDF
• 2021-03-20 Self-Supervised Test-Time Learning for Reading Comprehension    Pratyay Banerjee, Tejas Gokhale, Chitta Baral arXiv_CL arXiv_CL  Unsupervised  Self-Supervised  PDF
• 2021-03-20 Self-Supervised Steering Angle Prediction for Vehicle Control Using Visual Odometry    Qadeer Khan, Patrick Wenzel, Daniel Cremers arXiv_CV arXiv_CV  Self-Supervised  Pose  Prediction  PDF
• 2021-03-20 Your Classifier can Secretly Suffice Multi-Source Domain Adaptation    Naveen Venkat, Jogendra Nath Kundu, Durgesh Kumar Singh, Ambareesh Revanur, R. Venkatesh Babu arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  PDF
• 2021-03-20 Unsupervised Feature Learning for Manipulation with Contrastive Domain Randomization    Carmel Rabinovitz, Niko Grupen, Aviv Tamar arXiv_AI arXiv_AI  Unsupervised  Self-Supervised  Pose  Action  PDF
• 2021-03-19 Bootstrapped Self-Supervised Training with Monocular Video for Semantic Segmentation and Depth Estimation    Yihao Zhang, John J. Leonard arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Knowledge  Self-Supervised  Autonomous  PDF
• 2021-03-19 AxonNet: A self-supervised Deep Neural Network for Intravoxel Structure Estimation from DW-MRI    Hanna Ehrlich, Mariano Rivera arXiv_AI arXiv_AI  Self-Supervised  Pose  Deep_Learning  Prediction  PDF
• 2021-03-19 Self-Supervised Classification Network    Elad Amrani, Alex Bronstein arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  Prediction  PDF
• 2021-03-19 Efficient Visual Pretraining with Contrastive Detection    Olivier J. Hénaff, Skanda Koppula, Jean-Baptiste Alayrac, Aaron van den Oord, Oriol Vinyals, João Carreira arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Detection  PDF
• 2021-03-19 There and Back Again: Self-supervised Multispectral Correspondence Estimation    Celyn Walters (1), Oscar Mendez (1), Mark Johnson, Richard Bowden (1) ((1) CVSSP, University of Surrey) arXiv_CV arXiv_CV  Self-Supervised  Medical  Autonomous  PDF
• 2021-03-19 Acoustic word embeddings for zero-resource languages using self-supervised contrastive learning and multilingual adaptation    Christiaan Jacobs, Yevgen Matusevych, Herman Kamper arXiv_CL arXiv_CL  Embedding  Unsupervised  Speech  Self-Supervised  Contrastive_Learning  PDF
• 2021-03-18 Ano-Graph: Learning Normal Scene Contextual Graphs to Detect Video Anomalies    Masoud Pourreza, Mohammadreza Salehi, Mohammad Sabokrou arXiv_CV arXiv_CV  Unsupervised  Adversarial  Self-Supervised  Pose  Action  Detection  Object_Detection  GAN  PDF
• 2021-03-18 Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning    Mandela Patrick, Yuki M. Asano, Bernie Huang, Ishan Misra, Florian Metze, Joao Henriques, Andrea Vedaldi arXiv_CV arXiv_CV  Image_Caption  Transformer  Represenation_Learning  Self-Supervised  Pose  Attention  PDF
• 2021-03-18 S2P2: Self-Supervised Goal-Directed Path Planning Using RGB-D Data for Robotic Wheelchairs    Hengli Wang, Yuxiang Sun, Rui Fan, Ming Liu arXiv_RO arXiv_RO  Self-Supervised  Pose  Autonomous  PDF
• 2021-03-18 Self-Supervised Adaptation for Video Super-Resolution    Jinsu Yoo, Tae Hyun Kim arXiv_CV arXiv_CV  Super_Resolution  Knowledge  Self-Supervised  PDF
• 2021-03-18 Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI    Reza Shirkavand, Sana Ayromlou, Soroush Farghadani, Maedeh-sadat Tahaei, Fattane Pourakpour, Bahareh Siahlou, Zeynab Khodakarami, Mohammad H. Rohban, Mansoor Fatehi, Hamid R. Rabiee arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Quantitative  Classification  Deep_Learning  Detection  Attention  PDF
• 2021-03-18 Deep Online Correction for Monocular Visual Odometry    Jiaxin Zhang, Wei Sui, Xinggang Wang, Wenming Meng, Hongmei Zhu, Qian Zhang arXiv_CV arXiv_CV  Optimization  Self-Supervised  Pose  Deep_Learning  CNN  Inference  PDF
• 2021-03-17 Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking    Andrew N Carr, Quentin Berthet, Mathieu Blondel, Olivier Teboul, Neil Zeghidour arXiv_AI arXiv_AI  Unsupervised  Self-Supervised  Classification  PDF
• 2021-03-17 An Efficient Method for the Classification of Croplands in Scarce-Label Regions    Houtan Ghaffari arXiv_AI arXiv_AI  Unsupervised  Self-Supervised  Classification  PDF
• 2021-03-17 Disentangled Cycle Consistency for Highly-realistic Virtual Try-On    Chongjian Ge, Yibing Song, Yuying Ge, Han Yang, Wei Liu, Ping Luo arXiv_CV arXiv_CV  Self-Supervised  Pose  PDF
• 2021-03-17 Contrastive Learning of Musical Representations    Janne Spijkervet, John Ashley Burgoyne arXiv_SD arXiv_SD  Knowledge  Self-Supervised  Contrastive_Learning  Classification  PDF
• 2021-03-16 Cognitive architecture aided by working-memory for self-supervised multi-modal humans recognition    Jonas Gonzalez-Billandon, Giulia Belgiovine, Alessandra Sciutti, Giulio Sandini, Francesco Rea arXiv_AI arXiv_AI  Recognition  Self-Supervised  Pose  Face  Action  Deep_Learning  GAN  Autonomous  PDF
• 2021-03-16 Fast Development of ASR in African Languages using Self Supervised Speech Representation Learning    Jama Hussein Mohamud, Lloyd Acquaye Thompson, Aissatou Ndoye, Laurent Besacier arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-03-16 Flow-based Self-supervised Density Estimation for Anomalous Sound Detection    Kota Dohi, Takashi Endo, Harsh Purohit, Ryo Tanabe, Yohei Kawaguchi arXiv_SD arXiv_SD  Unsupervised  Self-Supervised  Pose  Classification  Detection  PDF
• 2021-03-15 XLST: Cross-lingual Self-training to Learn Multilingual Representation for Low Resource Speech Recognition    Zi-Qiang Zhang, Yan Song, Ming-Hui Wu, Xin Fang, Li-Rong Dai arXiv_CL arXiv_CL  Embedding  Recognition  Weakly_Supervised  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-03-13 Online Learning of Objects through Curiosity-Driven Active Learning    Ali Ayub, Alan R. Wagner arXiv_CV arXiv_CV  Self-Supervised  Classification  PDF
• 2021-03-13 Revisiting ResNets: Improved Training and Scaling Strategies    Irwan Bello, William Fedus, Xianzhi Du, Ekin D. Cubuk, Aravind Srinivas, Tsung-Yi Lin, Jonathon Shlens, Barret Zoph arXiv_CV arXiv_CV  Self-Supervised  Classification  Video_Classification  PDF
• 2021-03-12 Information Maximization Clustering via Multi-View Self-Labelling    Foivos Ntelemis, Yaochu Jin, Spencer A. Thomas arXiv_CV arXiv_CV  Image_Caption  Self-Supervised  Pose  PDF
• 2021-03-12 PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation with Neural Positional Encoding and Distilled Matting Loss    Juan Luis Gonzalez Bello, Munchurl Kim arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Relation  PDF
• 2021-03-12 PVStereo: Pyramid Voting Module for End-to-End Self-Supervised Stereo Matching    Hengli Wang, Rui Fan, Peide Cai, Ming Liu arXiv_CV arXiv_CV  Self-Supervised  Pose  CNN  Matching  PDF
• 2021-03-11 BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation    Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino arXiv_SD arXiv_SD  Represenation_Learning  Self-Supervised  Pose  Relation  PDF
• 2021-03-11 Level-aware Haze Image Synthesis by Self-Supervised Content-Style Disentanglement    Chi Zhang, Zihang Lin, Liheng Xu, Zongliang Li, Le Wang, Yuehu Liu, Gaofeng Meng, Li Li, Nanning Zheng arXiv_CV arXiv_CV  Adversarial  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-03-11 Self-Supervised Motion Retargeting with Safety Guarantee    Sungjoon Choi, Min Jae Song, Hyemin Ahn, Joohyung Kim arXiv_RO arXiv_RO  Embedding  Self-Supervised  Pose  PDF
• 2021-03-11 Robust 2D/3D Vehicle Parsing in CVIS    Hui Miao, Feixiang Lu, Zongdai Liu, Liangjun Zhang, Dinesh Manocha, Bin Zhou arXiv_CV arXiv_CV  Segmentation  Inpainting  3D  Pose_Estimation  Self-Supervised  Pose  Detection  PDF
• 2021-03-11 Self-supervised Text-to-SQL Learning with Header Alignment Training    Donggyu Kim, Seanie Lee arXiv_CL arXiv_CL  Bert  Knowledge  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-03-10 Improving Context-Based Meta-Reinforcement Learning with Self-Supervised Trajectory Contrastive Learning    Bernie Wang, Simon Xu, Kurt Keutzer, Yang Gao, Bichen Wu arXiv_AI arXiv_AI  Reinforcement_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-03-10 Spatially Consistent Representation Learning    Byungseok Roh, Wuhyun Shin, Ildoo Kim, Sungwoong Kim arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-03-10 Cross-modal Image Retrieval with Deep Mutual Information Maximization    Chunbin Gu, Jiajun Bu, Xixi Zhou, Chengwei Yao, Dongfang Ma, Zhi Yu, Xifeng Yan arXiv_CV arXiv_CV  Image_Retrieval  Self-Supervised  PDF
• 2021-03-10 Multi-Pretext Attention Network for Few-shot Learning with Self-supervision    Hainan Li, Renshuai Tao, Jun Li, Haotong Qin, Yifu Ding, Shuo Wang, Xianglong Liu arXiv_CV arXiv_CV  Self-Supervised  Pose  Relation  Few-Shot  Attention  PDF
• 2021-03-09 Self-Supervision by Prediction for Object Discovery in Videos    Beril Besbinar, Pascal Frossard arXiv_CV arXiv_CV  Unsupervised  Video_Prediction  Self-Supervised  Pose  Deep_Learning  Prediction  PDF
• 2021-03-09 SimTriplet: Simple Triplet Representation Learning with a Single GPU    Quan Liu, Peter C. Louis, Yuzhe Lu, Aadarsh Jha, Mengyang Zhao, Ruining Deng, Tianyuan Yao, Joseph T. Roland, Haichun Yang, Shilin Zhao, Lee E. Wheless, Yuankai Huo arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Medical  PDF
• 2021-03-09 Wav2vec-C: A Self-supervised Model for Speech Representation Learning    Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas arXiv_SD arXiv_SD  Quantization  Represenation_Learning  RNN  Speech  Self-Supervised  Pose  PDF
• 2021-03-09 Self-supervised Regularization for Text Classification    Meng Zhou, Zechen Li, Pengtao Xie arXiv_CL arXiv_CL  Unsupervised  Text_Classification  Regularization  Self-Supervised  Pose  Classification  PDF
• 2021-03-08 Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles    Jevgenij Gamper, Nasir Rajpoot arXiv_AI arXiv_AI  Image_Caption  Self-Supervised  Caption  PDF
• 2021-03-08 Parser-Free Virtual Try-on via Distilling Appearance Flows    Yuying Ge, Yibing Song, Ruimao Zhang, Chongjian Ge, Wei Liu, Ping Luo arXiv_CV arXiv_CV  Human_Parsing  Segmentation  Knowledge  Self-Supervised  Pose  PDF
• 2021-03-08 Self-Supervised Online Reward Shaping in Sparse-Reward Environments    Farzan Memarian, Wonjoon Goo, Rudolf Lioutikov, Ufuk Topcu, Scott Niekum arXiv_RO arXiv_RO  Reinforcement_Learning  Sparse  Self-Supervised  Pose  Classification  Relation  Inference  PDF
• 2021-03-08 One-Shot Medical Landmark Detection    Qingsong Yao, Quan Quan, Li Xiao, S. Kevin Zhou arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Detection  Object_Detection  Medical  Prediction  PDF
• 2021-03-07 What If We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels    Jeonghun Baek, Yusuke Matsui, Kiyoharu Aizawa arXiv_CV arXiv_CV  Recognition  Knowledge  Self-Supervised  Scene_Text  PDF
• 2021-03-06 Imbalance-Aware Self-Supervised Learning for 3D Radiomic Representations    Hongwei Li, Fei-Fei Xue, Krishna Chaitanya, Shengda Liu, Ivan Ezhov, Benedikt Wiestler, Jianguo Zhang, Bjoern Menze arXiv_AI arXiv_AI  Image_Caption  Unsupervised  3D  Represenation_Learning  Self-Supervised  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-03-05 Self-Supervised Longitudinal Neighbourhood Embedding    Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Edith V Sullivan, Adolf Pfefferbaum, Greg Zaharchuk, Kilian M Pohl arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-03-05 Liver Fibrosis and NAS scoring from CT images using self-supervised learning and texture encoding    Ananya Jana, Hui Qu, Carlos D. Minacapelli, Carolyn Catalano, Vinod Rustgi, Dimitris Metaxas arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Activity  PDF
• 2021-03-05 Self-supervised Mean Teacher for Semi-supervised Chest X-ray Classification    Fengbei Liu, Yu Tian, Filipe R. Cordeiro, Vasileios Belagiannis, Ian Reid, Gustavo Carneiro arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Classification  Deep_Learning  Medical  PDF
• 2021-03-05 Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis    Jiaye Teng, Weiran Huang arXiv_AI arXiv_AI  Self-Supervised  Pose  Prediction  PDF
• 2021-03-05 Enhanced Aspect-Based Sentiment Analysis Models with Progressive Self-supervised Attention Learning    Jinsong Su, Jialong Tang, Hui Jiang, Ziyao Lu, Yubin Ge, Linfeng Song, Deyi Xiong, Le Sun, Jiebo Luo arXiv_CL arXiv_CL  Regularization  Self-Supervised  Pose  Sentiment  Attention  Prediction  PDF
• 2021-03-05 Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images    Yu Tian, Guansong Pang, Fengbei Liu, Yuanhong chen, Seon Ho Shin, Johan W. Verjans, Rajvinder Singh, Gustavo Carneiro arXiv_CV arXiv_CV  Image_Caption  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Face  Detection  Medical  PDF
• 2021-03-04 Barlow Twins: Self-Supervised Learning via Redundancy Reduction    Jure Zbontar, Li Jing, Ishan Misra, Yann LeCun, Stéphane Deny arXiv_AI arXiv_AI  Self-Supervised  Pose  Classification  Detection  Relation  Object_Detection  PDF
• 2021-03-04 SSTN: Self-Supervised Domain Adaptation Thermal Object Detection for Autonomous Driving    Farzeen Munir, Shoaib Azam, Moongu Jeon arXiv_CV arXiv_CV  Transformer  Embedding  Self-Supervised  Pose  Contrastive_Learning  Detection  Object_Detection  Autonomous  PDF
• 2021-03-04 Self-supervised Geometric Perception    Heng Yang, Wei Dong, Luca Carlone, Vladlen Koltun arXiv_CV arXiv_CV  Point_Cloud  3D  Optimization  Pose_Estimation  Self-Supervised  Pose  Matching  PDF
• 2021-03-04 Self-supervised deep convolutional neural network for chest X-ray classification    Matej Gazda, Jakub Gazda, Jan Plavka, Peter Drotar arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Medical  CNN  PDF
• 2021-03-04 Data Augmentation for Object Detection via Differentiable Neural Rendering    Guanghan Ning, Guang Chen, Chaowei Tan, Si Luo, Liefeng Bo, Heng Huang arXiv_CV arXiv_CV  Point_Cloud  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-03-03 Helicopter Track Identification with Autoencoder    Liya Wang, Panta Lucic, Keith Campbell, Craig Wanke arXiv_AI arXiv_AI  Unsupervised  Self-Supervised  Deep_Learning  Detection  Attention  PDF
• 2021-03-03 Deep Clustering by Semantic Contrastive Learning    Jiabo Huang, Shaogang Gong arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Prediction  PDF
• 2021-03-03 DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization    Javier Hernandez, Daniel McDuff, Ognjen (Oggi) Rudovic, Alberto Fung, Mary Czerwinski arXiv_AI arXiv_AI  Image_Caption  Recognition  Self-Supervised  Face  Action_Recognition  Action  Denoising  Caption  PDF
• 2021-03-03 Multimodal Scale Consistency and Awareness for Monocular Self-Supervised Depth Estimation    Hemang Chawla, Arnav Varma, Elahe Arani, Bahram Zonooz arXiv_CV arXiv_CV  Self-Supervised  Autonomous  Inference  PDF
• 2021-03-03 Unsupervised Vehicle Re-Identification via Self-supervised Metric Learning using Feature Dictionary    Jongmin Yu, Hyeontaek Oh arXiv_AI arXiv_AI  Unsupervised  Self-Supervised  Pose  Re-identification  PDF
• 2021-03-02 Self-supervised Pretraining of Visual Features in the Wild    Priya Goyal, Mathilde Caron, Benjamin Lefaudeux, Min Xu, Pengchao Wang, Vivek Pai, Mannat Singh, Vitaliy Liptchinsky, Ishan Misra, Armand Joulin, Piotr Bojanowski arXiv_AI arXiv_AI  Self-Supervised  Few-Shot  PDF
• 2021-03-02 Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect    Jun Wang, Max W. Y. Lam, Dan Su, Dong Yu arXiv_AI arXiv_AI  Embedding  Knowledge  Speech  Self-Supervised  Pose  Attention  PDF
• 2021-03-01 There is More than Meets the Eye: Self-Supervised Multi-Object Detection and Tracking with Sound by Distilling Multimodal Knowledge    Francisco Rivera Valverde, Juana Valeria Hurtado, Abhinav Valada arXiv_CV arXiv_CV  Tracking  Knowledge  Self-Supervised  Pose  Detection  Object_Detection  Inference  PDF
• 2021-03-01 Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning    Mamshad Nayeem Rizve, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah arXiv_CV arXiv_CV  Embedding  Optimization  Knowledge  Self-Supervised  Pose  Few-Shot  PDF
• 2021-03-01 Self-Supervised Simultaneous Multi-Step Prediction of Road Dynamics and Cost Map    Elmira Amirloo, Mohsen Rohani, Ershad Banijamali, Jun Luo, Pascal Poupart arXiv_CV arXiv_CV  Self-Supervised  Autonomous  Prediction  PDF
• 2021-03-01 DF-VO: What Should Be Learnt for Visual Odometry?    Huangying Zhan, Chamara Saroj Weerasekera, Jia-Wang Bian, Ravi Garg, Ian Reid arXiv_CV arXiv_CV  Self-Supervised  Pose  SLAM  Deep_Learning  Optical_Flow  Prediction  PDF
• 2021-03-01 ADAADepth: Adapting Data Augmentation and Attention for Self-Supervised Monocular Depth Estimation    Vinay Kaushik, Kartik Jindgar, Brejesh Lall arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Deep_Learning  Relation  Attention  Prediction  PDF
• 2021-03-01 A Brief Summary of Interactions Between Meta-Learning and Self-Supervised Learning    Huimin Peng arXiv_AI arXiv_AI  Unsupervised  Optimization  Review  Self-Supervised  Action  PDF
• 2021-03-01 Self-supervised Low Light Image Enhancement and Denoising    Yu Zhang, Xiaoguang Di, Bin Zhang, Qingyan Li, Shiyu Yan, Chunhui Wang arXiv_CV arXiv_CV  Enhancement  Self-Supervised  Pose  Image_Enhancement  Quantitative  Deep_Learning  Denoising  PDF
• 2021-03-01 Contrastive Separative Coding for Self-supervised Representation Learning    Jun Wang, Max W. Y. Lam, Dan Su, Dong Yu arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Speech  Self-Supervised  Pose  Attention  PDF
• 2021-03-01 Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations    Xiang Gao, Wei Hu, Guo-Jun Qi arXiv_CV arXiv_CV  Recognition  3D  Represenation_Learning  Self-Supervised  Pose  Classification  Deep_Learning  PDF
• 2021-02-28 A Kinematic Bottleneck Approach For Pose Regression of Flexible Surgical Instruments directly from Images    Luca Sestini, Benoit Rosa, Elena De Momi, Giancarlo Ferrigno, Nicolas Padoy arXiv_AI arXiv_AI  Tracking  Optimization  Pose_Estimation  Self-Supervised  Pose  PDF
• 2021-02-27 FisheyeSuperPoint: Keypoint Detection and Description Network for Fisheye Images    Anna Konrad, Ciarán Eising, Ganesh Sistu, John McDonald, Rudi Villing, Senthil Yogamani arXiv_CV arXiv_CV  Self-Supervised  Pose  Detection  Object_Detection  Autonomous  Matching  PDF
• 2021-02-26 Domain Adapting Ability of Self-Supervised Learning for Face Recognition    Chun-Hsien Lin, Bing-Fei Wu arXiv_CV arXiv_CV  Embedding  Recognition  Self-Supervised  Face  Face_Recognition  CNN  PDF
• 2021-02-26 DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections    Yury Zemlyanskiy, Sudeep Gandhe, Ruining He, Bhargav Kanagal, Anirudh Ravula, Juraj Gottweis, Fei Sha, Ilya Eckstein arXiv_CL arXiv_CL  Knowledge  Review  Self-Supervised  Prediction  Recommendation  PDF
• 2021-02-25 Towards Robust Graph Contrastive Learning    Nikola Jovanović, Zhao Meng, Lukas Faber, Roger Wattenhofer arXiv_AI arXiv_AI  Adversarial  Self-Supervised  Contrastive_Learning  PDF
• 2021-02-25 A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives    Nils Rethmeier, Isabelle Augenstein arXiv_AI arXiv_AI  Image_Caption  Zero-Shot  Adversarial  Self-Supervised  Contrastive_Learning  Survey  Relation  Language_Model  PDF
• 2021-02-25 MaskCycleGAN-VC: Learning Non-parallel Voice Conversion with Filling in Frames    Takuhiro Kaneko, Hirokazu Kameoka, Kou Tanaka, Nobukatsu Hojo arXiv_SD arXiv_SD  Adversarial  Self-Supervised  Pose  GAN  PDF
• 2021-02-24 'Train one, Classify one, Teach one' -- Cross-surgery transfer learning for surgical step recognition    Daniel Neimark, Omri Bar, Maya Zohar, Gregory D. Hager, Dotan Asselmann arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Self-Supervised  Pose  PDF
• 2021-02-24 Enabling the Network to Surf the Internet    Zhuoling Li, Haohan Wang, Tymoteusz Swistek, Weixin Chen, Yuanzheng Li, Haoqian Wang arXiv_CV arXiv_CV  Unsupervised  Knowledge  Self-Supervised  Pose  Few-Shot  PDF
• 2021-02-23 Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation    Weijie Chen, Luojun Lin, Shicai Yang, Di Xie, Shiliang Pu, Yueting Zhuang, Wenqi Ren arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Inference  PDF
• 2021-02-22 Reinforcement Learning with Prototypical Representations    Denis Yarats, Rob Fergus, Alessandro Lazaric, Lerrel Pinto arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Self-Supervised  Pose  Summarization  PDF
• 2021-02-21 Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised Learning    Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Zongwei Zhou, Michael B. Gotway, Jianming Liang arXiv_CV arXiv_CV  Image_Caption  Transfer_Learning  Restoration  Self-Supervised  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-02-21 MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation    Yen Nhi Truong Vu, Richard Wang, Niranjan Balachandar, Can Liu, Andrew Y. Ng, Pranav Rajpurkar arXiv_CV arXiv_CV  Self-Supervised  Contrastive_Learning  Classification  Medical  PDF
• 2021-02-21 Contrastive Self-supervised Neural Architecture Search    Nam Nguyen, J. Morris Chang arXiv_AI arXiv_AI  Image_Caption  NAS  Optimization  Self-Supervised  Pose  Face  PDF
• 2021-02-20 Self-Supervised Learning via multi-Transformation Classification for Action Recognition    Duc Quang Vu, Ngan T.H.Le, Jia-Ching Wang arXiv_CV arXiv_CV  Recognition  3D  Represenation_Learning  Self-Supervised  Pose  Action_Recognition  Action  Classification  CNN  PDF
• 2021-02-20 GroupifyVAE: from Group-based Definition to VAE-based Unsupervised Representation Disentanglement    Tao Yang, Xuanchi Ren, Yuwang Wang, Wenjun Zeng, Nanning Zheng, Pengju Ren arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Relation  PDF
• 2021-02-19 Self-Taught Semi-Supervised Anomaly Detection on Upper Limb X-rays    Antoine Spahr, Behzad Bozorgtabar, Jean-Philippe Thiran arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Detection  Medical  PDF
• 2021-02-19 SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving    George Eskandar, Alexander Braun, Martin Meinke, Karim Armanious, Bin Yang arXiv_AI arXiv_AI  Inpainting  3D  Sparse  RNN  Video_Prediction  Self-Supervised  Pose  Autonomous  Prediction  PDF
• 2021-02-19 ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising    Kanggeun Lee, Won-Ki Jeong arXiv_CV arXiv_CV  Adversarial  Self-Supervised  Pose  Deep_Learning  Denoising  Medical  Matching  PDF
• 2021-02-19 An Empirical Study on Measuring the Similarity of Sentential Arguments with Language Model Domain Adaptation    ChaeHun Park, Sangwoo Seo arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Self-Supervised  Face  Relation  Language_Model  PDF
• 2021-02-18 Hierarchical Attention Fusion for Geo-Localization    Liqi Yan, Yiming Cui, Yingjie Chen, Dongfang Liu arXiv_CV arXiv_CV  Image_Caption  Image_Retrieval  Self-Supervised  Attention  GAN  CNN  PDF
• 2021-02-18 Improved Point Transformation Methods For Self-Supervised Depth Prediction    Chen Ziwen, Zixuan Guo, Jerod Weinman arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Self-Supervised  Prediction  PDF
• 2021-02-17 S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration    Zhiqiang Shen, Zechun Liu, Jie Qin, Lei Huang, Kwang-Ting Cheng, Marios Savvides arXiv_AI arXiv_AI  Self-Supervised  Pose  Contrastive_Learning  Prediction  PDF
• 2021-02-17 Contrastive Learning Inverts the Data Generating Process    Roland S. Zimmermann, Yash Sharma, Steffen Schneider, Matthias Bethge, Wieland Brendel arXiv_CV arXiv_CV  Self-Supervised  Contrastive_Learning  PDF
• 2021-02-17 ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems    Yi Lin, Bo Yang, Linchao Li, Dongyue Guo, Jianwei Zhang, Hu Chen, Yi Zhang arXiv_CL arXiv_CL  Unsupervised  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  Prediction  PDF
• 2021-02-16 COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining    Yu Meng, Chenyan Xiong, Payal Bajaj, Saurabh Tiwary, Paul Bennett, Jiawei Han, Xia Song arXiv_CL arXiv_CL  Self-Supervised  Contrastive_Learning  Few-Shot  Language_Model  PDF
• 2021-02-16 Instance Localization for Self-supervised Detection Pretraining    Ceyuan Yang, Zhirong Wu, Bolei Zhou, Stephen Lin arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-02-16 Large-Context Conversational Representation Learning: Self-Supervised Learning for Conversational Documents    Ryo Masumura, Naoki Makishima, Mana Ihori, Akihiko Takashima, Tomohiro Tanaka, Shota Orihashi arXiv_CL arXiv_CL  Segmentation  Represenation_Learning  Self-Supervised  Pose  Language_Model  PDF
• 2021-02-16 Supervised Training of Dense Object Nets using Optimal Descriptors for Industrial Robotic Applications    Andras Kupcsik, Markus Spies, Alexander Klein, Marco Todescato, Nicolai Waniek, Philipp Schillinger, Mathias Buerger arXiv_CV arXiv_CV  3D  Knowledge  Self-Supervised  Pose  Face  PDF
• 2021-02-16 Restore from Restored: Single-image Inpainting    Eun Hye Lee, Jeong Mu Kim, Ji Su Kim, Tae Hyun Kim arXiv_CV arXiv_CV  Inpainting  Self-Supervised  Pose  Quantitative  Deep_Learning  PDF
• 2021-02-15 Self-Supervised Features Improve Open-World Learning    Akshay Raj Dhamija, Touqeer Ahmad, Jonathan Schwan, Mohsen Jafarzadeh, Chunchun Li, Terrance E. Boult arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Detection  PDF
• 2021-02-15 HDMI: High-order Deep Multiplex Infomax    Baoyu Jing, Chanyoung Park, Hanghang Tong arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Classification  Relation  Attention  PDF
• 2021-02-15 Scan-Specific MRI Reconstruction using Zero-Shot Physics-Guided Deep Learning    Burhaneddin Yaman, Seyed Amir Hossein Hosseini, Mehmet Akçakaya arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Transfer_Learning  Zero-Shot  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-02-15 DOBF: A Deobfuscation Pre-Training Objective for Programming Languages    Baptiste Roziere, Marie-Anne Lachaux, Marc Szafraniec, Guillaume Lample arXiv_CL arXiv_CL  Unsupervised  Bert  Self-Supervised  Language_Model  PDF
• 2021-02-15 MAPGN: MAsked Pointer-Generator network for sequence-to-sequence pre-training    Mana Ihori, Naoki Makishima, Tomohiro Tanaka, Akihiko Takashima, Shota Orihashi, Ryo Masumura arXiv_CL arXiv_CL  Self-Supervised  Pose  Summarization  PDF
• 2021-02-14 Adversarial defense for automatic speaker verification by cascaded self-supervised learning models    Haibin Wu, Xu Li, Andy T. Liu, Zhiyong Wu, Helen Meng, Hung-yi Lee arXiv_AI arXiv_AI  Adversarial  Self-Supervised  Pose  PDF
• 2021-02-12 Understanding self-supervised Learning Dynamics without Contrastive Pairs    Yuandong Tian, Xinlei Chen, Surya Ganguli arXiv_AI arXiv_AI  Self-Supervised  Pose  PDF
• 2021-02-12 A Unified Lottery Ticket Hypothesis for Graph Neural Networks    Tianlong Chen, Yongduo Sui, Xuxi Chen, Aston Zhang, Zhangyang Wang arXiv_AI arXiv_AI  Sparse  Self-Supervised  Classification  CNN  Inference  Prediction  PDF
• 2021-02-12 Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning    Yifan Zhang, Bryan Hooi, Dapeng Hu, Jian Liang, Jiashi Feng arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Optimization  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-02-12 Self-supervised Multisensor Change Detection    Sudipan Saha, Patrick Ebel, Xiao Xiang Zhu arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Detection  PDF
• 2021-02-11 Proof Artifact Co-training for Theorem Proving with Language Models    Jesse Michael Han, Jason Rute, Yuhuai Wu, Edward W. Ayers, Stanislas Polu arXiv_AI arXiv_AI  Transformer  Self-Supervised  Pose  Language_Model  Prediction  PDF
• 2021-02-11 A-NeRF: Surface-free Human 3D Pose Refinement via Neural Rendering    Shih-Yang Su, Frank Yu, Michael Zollhoefer, Helge Rhodin arXiv_CV arXiv_CV  Embedding  3D  Optimization  Pose_Estimation  Self-Supervised  Pose  Face  Deep_Learning  PDF
• 2021-02-11 Learning Depth via Leveraging Semantics: Self-supervised Monocular Depth Estimation with Both Implicit and Explicit Semantic Guidance    Rui Li, Xiantuo He, Danna Xue, Shaolin Su, Qing Mao, Yu Zhu, Jinqiu Sun, Yanning Zhang arXiv_CV arXiv_CV  Self-Supervised  Pose  Relation  Prediction  PDF
• 2021-02-10 Self-Supervised VQ-VAE For One-Shot Music Style Transfer    Ondřej Cífka, Alexey Ozerov, Umut Şimşekli, Gaël Richard arXiv_SD arXiv_SD  Style_Transfer  Self-Supervised  Pose  PDF
• 2021-02-10 Improving Aerial Instance Segmentation in the Dark with Self-Supervised Low Light Enhancement    Prateek Garg, Murari Mandal, Pratik Narang arXiv_CV arXiv_CV  Segmentation  Enhancement  Self-Supervised  Pose  Detection  GAN  PDF
• 2021-02-09 Negative Data Augmentation    Abhishek Sinha, Kumar Ayush, Jiaming Song, Burak Uzkent, Hongxia Jin, Stefano Ermon arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Contrastive_Learning  Action_Recognition  Action  Classification  Detection  Object_Detection  GAN  Image_Classification  PDF
• 2021-02-09 Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis    Wenmeng Yu, Hua Xu, Ziqi Yuan, Jiele Wu arXiv_CL arXiv_CL  Represenation_Learning  Self-Supervised  Sentiment  PDF
• 2021-02-09 DetCo: Unsupervised Contrastive Learning for Object Detection    Enze Xie, Jian Ding, Wenhai Wang, Xiaohang Zhan, Hang Xu, Zhenguo Li, Ping Luo arXiv_CV arXiv_CV  Image_Caption  Segmentation  Unsupervised  Recognition  3D  Pose_Estimation  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  Image_Classification  Prediction  PDF
• 2021-02-09 Structured Diversification Emergence via Reinforced Organization Control and Hierarchical Consensus Learning    Wenhao Li, Xiangfeng Wang, Bo Jin, Junjie Sheng, Yun Hua, Hongyuan Zha arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Self-Supervised  Pose  GAN  PDF
• 2021-02-09 Improving Visual Reasoning by Exploiting The Knowledge in Texts    Sahand Sharifzadeh, Sina Moayed Baharlou, Martin Schmitt, Hinrich Schütze, Volker Tresp arXiv_AI arXiv_AI  Transformer  Knowledge  Self-Supervised  Classification  Relation  PDF
• 2021-02-09 Conversational Query Rewriting with Self-supervised Learning    Hang Liu, Meng Chen, Youzheng Wu, Xiaodong He, Bowen Zhou arXiv_CL arXiv_CL  Transformer  Self-Supervised  Pose  Detection  PDF
• 2021-02-08 Learned Camera Gain and Exposure Control for Improved Visual Feature Detection and Matching    Justin Tomasi, Brandon Wagstaff, Steven L. Waslander, Jonathan Kelly arXiv_CV arXiv_CV  Self-Supervised  SLAM  Detection  CNN  Matching  PDF
• 2021-02-08 Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration    Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix A. Gers, Alexander Löser arXiv_CL arXiv_CL  Knowledge  Self-Supervised  Pose  Language_Model  Prediction  PDF
• 2021-02-07 Self-supervised driven consistency training for annotation efficient histopathology image analysis    Chetan L. Srinidhi, Seung Wook Kim, Fu-Der Chen, Anne L. Martel arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Prediction  PDF
• 2021-02-07 A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning    Zekun Li, Wei Zhao, Feng Shi, Lei Qi, Xingzhi Xie, Ying Wei, Zhongxiang Ding, Yang Gao, Shangjie Wu, Jun Liu, Yinghuan Shi, Dinggang Shen arXiv_CV arXiv_CV  Self-Supervised  Pose  Attention  GAN  PDF
• 2021-02-05 Custom Object Detection via Multi-Camera Self-Supervised Learning    Yan Lu, Yuanchao Shu arXiv_AI arXiv_AI  Tracking  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-02-05 Learning Audio-Visual Correlations from Variational Cross-Modal Generation    Ye Zhu, Yu Wu, Hugo Latapie, Yi Yang, Yan Yan arXiv_CV arXiv_CV  Self-Supervised  Pose  Relation  PDF
• 2021-02-05 Self-Supervised Deep Graph Embedding with High-Order Information Fusion for Community Discovery    Shuliang Xu, Lin Feng arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Self-Supervised  Pose  CNN  PDF
• 2021-02-05 Multi-Task Self-Supervised Pre-Training for Music Classification    Ho-Hsiang Wu, Chieh-Chi Kao, Qingming Tang, Ming Sun, Brian McFee, Juan Pablo Bello, Chao Wang arXiv_SD arXiv_SD  Reconstruction  Unsupervised  Recognition  Speech  Self-Supervised  Emotion  Classification  Deep_Learning  Speech_Recognition  PDF
• 2021-02-03 Environment Predictive Coding for Embodied Agents    Santhosh K. Ramakrishnan, Tushar Nagarajan, Ziad Al-Halah, Kristen Grauman arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Prediction  PDF
• 2021-02-03 Self-Supervised Claim Identification for Automated Fact Checking    Archita Pathak, Mohammad Abuzar Shaikh, Rohini Srihari arXiv_AI arXiv_AI  Self-Supervised  Pose  Attention  PDF
• 2021-02-03 Echo-SyncNet: Self-supervised Cardiac View Synchronization in Echocardiography    Fatemeh Taheri Dezaki, Christina Luong, Tom Ginsberg, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang arXiv_CV arXiv_CV  Embedding  Self-Supervised  Pose  Deep_Learning  Detection  PDF
• 2021-02-03 Fast Concept Mapping: The Emergence of Human Abilities in Artificial Neural Networks when Learning Embodied and Self-Supervised    Viviane Clay, Peter König, Gordon Pipa, Kai-Uwe Kühnberger arXiv_CV arXiv_CV  Recognition  Self-Supervised  Action  Detection  Object_Detection  PDF
• 2021-02-03 No-reference denoising of low-dose CT projections    Elvira Zainulina, Alexey Chernyavskiy, Dmitry V. Dylov arXiv_AI arXiv_AI  Self-Supervised  Pose  Deep_Learning  Denoising  PDF
• 2021-02-03 General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework    Yucheng Zhao, Dacheng Yin, Chong Luo, Zhiyuan Zhao, Chuanxin Tang, Wenjun Zeng, Zheng-Jun Zha arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Emotion  Classification  Speech_Recognition  Language_Model  PDF
• 2021-02-01 Adjoint Rigid Transform Network: Self-supervised Alignment of 3D Shapes    Keyang Zhou, Bharat Lal Bhatnagar, Bernt Schiele, Gerard Pons-Moll arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  3D  Self-Supervised  Pose  PDF
• 2021-02-01 Civil Rephrases Of Toxic Texts With Self-Supervised Transformers    Leo Laugier, John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon arXiv_AI arXiv_AI  Transformer  Style_Transfer  Self-Supervised  Detection  Denoising  PDF
• 2021-02-01 Self-Supervised Equivariant Scene Synthesis from Video    Cinjon Resnick, Or Litany, Cosmas Heiß, Hugo Larochelle, Joan Bruna, Kyunghyun Cho arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Action  PDF
• 2021-02-01 On Scaling Contrastive Representations for Low-Resource Speech Recognition    Lasse Borgholt, Tycho Max Sylvester Tax, Jakob Drachmann Havtorn, Lars Maaløe, Christian Igel arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-02-01 Despeckling Sentinel-1 GRD images by deep learning and application to narrow river segmentation    Nicolas Gasnier, Emanuele Dalsasso, Loïc Denis, Florence Tupin arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Deep_Learning  Detection  Relation  Object_Detection  PDF
• 2021-02-01 Box Re-Ranking: Unsupervised False Positive Suppression for Domain Adaptive Pedestrian Detection    Weijie Chen, Yilu Guo, Shicai Yang, Zhaoyang Li, Zhenxin Ma, Binbin Chen, Long Zhao, Di Xie, Shiliang Pu, Yueting Zhuang arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Detection  Object_Detection  Attention  GAN  PDF
• 2021-01-31 Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers    Lisa Anne Hendricks, John Mellor, Rosalia Schneider, Jean-Baptiste Alayrac, Aida Nematzadeh arXiv_CV arXiv_CV  Transformer  Zero-Shot  Image_Retrieval  Self-Supervised  Attention  PDF
• 2021-01-31 Adversarial Contrastive Pre-training for Protein Sequences    Matthew B. A. McDermott, Brendan Yap, Harry Hsu, Di Jin, Peter Szolovits arXiv_AI arXiv_AI  Adversarial  Self-Supervised  Language_Model  PDF
• 2021-01-30 Video Reenactment as Inductive Bias for Content-Motion Disentanglement    Juan F. Hernández Albarracín, Adín Ramírez Rivera arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  PDF
• 2021-01-30 Fake it Till You Make it: Self-Supervised Semantic Shifts for Monolingual Word Embedding Tasks    Maurício Gruppi, Sibel Adalı, Pin-Yu Chen arXiv_CL arXiv_CL  Embedding  Unsupervised  Knowledge  Self-Supervised  Pose  Detection  Language_Model  PDF
• 2021-01-30 A self-supervised learning-based 6-DOF grasp planning method for manipulator    Gang Peng, Zhenyu Ren, Hao Wang, Xinde Li arXiv_RO arXiv_RO  Point_Cloud  3D  Self-Supervised  Pose  Classification  PDF
• 2021-01-29 Self-Supervised Representation Learning for RGB-D Salient Object Detection    Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu, Xiang Ruan arXiv_CV arXiv_CV  Represenation_Learning  Salient  Self-Supervised  Pose  Detection  Contour  Object_Detection  PDF
• 2021-01-28 Playable Video Generation    Willi Menapace, Stéphane Lathuilière, Sergey Tulyakov, Aliaksandr Siarohin, Elisa Ricci arXiv_AI arXiv_AI  Reconstruction  Unsupervised  Self-Supervised  Pose  Action  PDF
• 2021-01-28 Self-supervised Cross-silo Federated Neural Architecture Search    Xinle Liang, Yang Liu, Jiahuan Luo, Yuanqin He, Tianjian Chen, Qiang Yang arXiv_CV arXiv_CV  NAS  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-01-28 SwingBot: Learning Physical Features from In-hand Tactile Exploration for Dynamic Swing-up Manipulation    Chen Wang, Shaoxiong Wang, Branden Romero, Filipe Veiga, Edward Adelson arXiv_AI arXiv_AI  Embedding  Self-Supervised  Action  Prediction  PDF
• 2021-01-27 Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy Expansion    Suyuchen Wang, Ruihui Zhao, Xi Chen, Yefeng Zheng, Bang Liu arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Self-Supervised  Pose  Classification  Detection  Relation  PDF
• 2021-01-26 Revisiting Contrastive Learning for Few-Shot Classification    Orchid Majumder, Avinash Ravichandran, Subhransu Maji, Marzia Polito, Rahul Bhotika, Stefano Soatto arXiv_CV arXiv_CV  Embedding  Self-Supervised  Pose  Contrastive_Learning  Classification  Few-Shot  PDF
• 2021-01-26 Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation    Pan Zhang, Bo Zhang, Ting Zhang, Dong Chen, Yong Wang, Fang Wen arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Knowledge  Self-Supervised  Denoising  PDF
• 2021-01-26 Automatic Curation of Large-Scale Datasets for Audio-Visual Representation Learning    Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas Breuel, Gal Chechik, Yale Song arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-01-25 A metric for evaluating 3D reconstruction and mapping performance with no ground truthing    Guoxiang Zhang, YangQuan Chen arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  3D  Self-Supervised  Pose  PDF
• 2021-01-25 The emergence of visual semantics through communication games    Daniela Mihai, Jonathon Hare arXiv_CV arXiv_CV  Self-Supervised  Pose  Action  Attention  PDF
• 2021-01-24 Improving Few-Shot Learning with Auxiliary Self-Supervised Pretext Tasks    Nathaniel Simard, Guillaume Lagrange arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Classification  Few-Shot  PDF
• 2021-01-21 PalmTree: Learning an Assembly Language Model for Instruction Embedding    Xuezixiang Li, Qu Yu, Heng Yin arXiv_AI arXiv_AI  Embedding  Optimization  Self-Supervised  Pose  Boundary_Detection  Deep_Learning  Detection  Inference  Language_Model  PDF
• 2021-01-21 Self-Adaptive Training: Bridging the Supervised and Self-Supervised Learning    Lang Huang, Chao Zhang, Hongyang Zhang arXiv_CV arXiv_CV  Represenation_Learning  Adversarial  Self-Supervised  Pose  Classification  Deep_Learning  Prediction  PDF
• 2021-01-21 Learning rich touch representations through cross-modal self-supervision    Martina Zambelli, Yusuf Aytar, Francesco Visin, Yuxiang Zhou, Raia Hadsell arXiv_RO arXiv_RO  Self-Supervised  Pose  Classification  Few-Shot  PDF
• 2021-01-21 Exponential Moving Average Normalization for Self-supervised and Semi-supervised Learning    Zhaowei Cai, Avinash Ravichandran, Subhransu Maji, Charless Fowlkes, Zhuowen Tu, Stefano Soatto arXiv_AI arXiv_AI  Self-Supervised  PDF
• 2021-01-20 SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism    Qingyun Sun, Hao Peng, Jianxin Li, Jia Wu, Yuanxing Ning, Phillip S. Yu, Lifang He arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Sketch  Knowledge  Self-Supervised  Classification  Attention  PDF
• 2021-01-20 Self-supervised pre-training enhances change detection in Sentinel-2 imagery    Marrit Leenstra, Diego Marcos, Francesca Bovolo, Devis Tuia arXiv_CV arXiv_CV  Image_Caption  Self-Supervised  Detection  PDF
• 2021-01-20 TCLR: Temporal Contrastive Learning for Video Representation    Ishan Dave, Rohit Gupta, Mamshad Nayeem Rizve, Mubarak Shah arXiv_CV arXiv_CV  Image_Caption  Recognition  Video_Caption  3D  Represenation_Learning  Self-Supervised  Contrastive_Learning  Action_Recognition  Action  Classification  Video_Retrieval  PDF
• 2021-01-19 Cross-domain few-shot learning with unlabelled data    Fupin Yao arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Few-Shot  PDF
• 2021-01-19 UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data    Chengyi Wang, Yu Wu, Yao Qian, Kenichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-01-19 Collaboration among Image and Object Level Features for Image Colourisation    Rita Pucci, Christian Micheloni, Niki Martinel arXiv_CV arXiv_CV  Self-Supervised  Pose  Action  Classification  CNN  PDF
• 2021-01-19 JigsawGAN: Self-supervised Learning for Solving Jigsaw Puzzles with Generative Adversarial Networks    Ru Li, Shuaicheng Liu, Guangfu Wang, Guanghui Liu, Bing Zeng arXiv_CV arXiv_CV  Knowledge  Adversarial  Self-Supervised  Pose  Quantitative  Classification  Relation  GAN  PDF
• 2021-01-19 Momentum^2 Teacher: Momentum Teacher with Momentum Statistics for Self-Supervised Learning    Zeming Li, Songtao Liu, Jian Sun arXiv_CV arXiv_CV  Self-Supervised  PDF
• 2021-01-18 CaEGCN: Cross-Attention Fusion based Enhanced Graph Convolutional Network for Clustering    Guangyu Huo, Yong Zhang, Junbin Gao, Boyue Wang, Yongli Hu, Baocai Yin arXiv_AI arXiv_AI  Self-Supervised  Pose  Relation  Attention  CNN  PDF
• 2021-01-18 Chaotic-to-Fine Clustering for Unlabeled Plant Disease Images    Uno Fang, Jianxin Li, Xuequan Lu, Mumtaz Ali, Longxiang Gao, Yong Xiang arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Deep_Learning  PDF
• 2021-01-17 Fusing Wav2vec2.0 and BERT into End-to-end Model for Low-resource Speech Recognition    Cheng Yi, Shiyu Zhou, Bo Xu arXiv_CL arXiv_CL  Recognition  Bert  Speech  Self-Supervised  Pose  Attention  Speech_Recognition  PDF
• 2021-01-16 Self-Supervised Representation Learning from Flow Equivariance    Yuwen Xiong, Mengye Ren, Wenyuan Zeng, Raquel Urtasun arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-01-16 SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning    Byoungjip Kim, Jinho Choo, Yeong-Dae Kwon, Seongho Joe, Seungjai Min, Youngjune Gwon arXiv_CV arXiv_CV  Regularization  Self-Supervised  Contrastive_Learning  PDF
• 2021-01-15 Catching Out-of-Context Misinformation with Self-supervised Learning    Shivangi Aneja, Christoph Bregler, Matthias Nießner arXiv_AI arXiv_AI  Self-Supervised  Pose  Detection  Attention  Caption  Prediction  Matching  PDF
• 2021-01-15 Task-driven Self-supervised Bi-channel Networks Learning for Diagnosis of Breast Cancers with Mammography    Ronglin Gong, Zhiyang Lu, Jun Shi arXiv_CV arXiv_CV  Restoration  Knowledge  Self-Supervised  Pose  Classification  Deep_Learning  PDF
• 2021-01-14 Label Contrastive Coding based Graph Neural Network for Graph Classification    Yuxiang Ren, Jiyang Bai, Jiawei Zhang arXiv_AI arXiv_AI  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2021-01-14 Self-Supervised Learning for Segmentation    Abhinav Dhere, Jayanthi Sivaswamy arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Knowledge  Self-Supervised  CNN  PDF
• 2021-01-14 A Multi-Stage Attentive Transfer Learning Framework for Improving COVID-19 Diagnosis    Yi Liu, Shuiwang Ji arXiv_CV arXiv_CV  Transfer_Learning  Represenation_Learning  Knowledge  Self-Supervised  Pose  Attention  CNN  PDF
• 2021-01-13 Big Self-Supervised Models Advance Medical Image Classification    Shekoofeh Azizi, Basil Mustafa, Fiona Ryan, Zachary Beaver, Jan Freyberg, Jonathan Deaton, Aaron Loh, Alan Karthikesalingam, Simon Kornblith, Ting Chen, Vivek Natarajan, Mohammad Norouzi arXiv_CV arXiv_CV  Recognition  Self-Supervised  Contrastive_Learning  Classification  Attention  Medical  Image_Classification  PDF
• 2021-01-13 Memory-Augmented Reinforcement Learning for Image-Goal Navigation    Lina Mezghani, Sainbayar Sukhbaatar, Thibaut Lavril, Oleksandr Maksymets, Dhruv Batra, Piotr Bojanowski, Karteek Alahari arXiv_CV arXiv_CV  Embedding  Reinforcement_Learning  3D  Self-Supervised  Pose  SLAM  PDF
• 2021-01-13 Self-Supervised Vessel Enhancement Using Flow-Based Consistencies    Rohit Jena, Sumedha Singla, Kayhan Batmanghelich arXiv_CV arXiv_CV  Unsupervised  Enhancement  3D  Self-Supervised  Pose  PDF
• 2021-01-13 COVID-19 Deterioration Prediction via Self-Supervised Representation Learning and Multi-Image Prediction    Anuroop Sriram, Matthew Muckley, Koustuv Sinha, Farah Shamout, Joelle Pineau, Krzysztof J. Geras, Lea Azour, Yindalon Aphinyanaphongs, Nafissa Yakubova, William Moore arXiv_CV arXiv_CV  Image_Caption  Transformer  Represenation_Learning  Self-Supervised  Pose  Prediction  PDF
• 2021-01-12 Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis    Bingchen Liu, Yizhe Zhu, Kunpeng Song, Ahmed Elgammal arXiv_AI arXiv_AI  Adversarial  Self-Supervised  Pose  Few-Shot  GAN  PDF
• 2021-01-12 SEED: Self-supervised Distillation For Visual Representation    Zhiyuan Fang, Jianfeng Wang, Lijuan Wang, Lei Zhang, Yezhou Yang, Zicheng Liu arXiv_AI arXiv_AI  Knowledge  Self-Supervised  Pose  PDF
• 2021-01-12 Explicit homography estimation improves contrastive self-supervised learning    David Torpey, Richard Klein arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-01-12 Estimating Galactic Distances From Images Using Self-supervised Representation Learning    Md Abul Hayat, Peter Harrington, George Stein, Zarija Lukić, Mustafa Mustafa arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Survey  PDF
• 2021-01-11 Resolution-Based Distillation for Efficient Histology Image Classification    Joseph DiPalma, Arief A. Suriawinata, Laura J. Tafe, Lorenzo Torresani, Saeed Hassanpour arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-01-11 Closing the Planning-Learning Loop with Application to Autonomous Driving in a Crowd    Panpan Cai, David Hsu arXiv_RO arXiv_RO  Sparse  Self-Supervised  Autonomous  PDF
• 2021-01-08 Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images    Tao Huang, Songjiang Li, Xu Jia, Huchuan Lu, Jianzhuang Liu arXiv_CV arXiv_CV  Self-Supervised  Pose  Denoising  PDF
• 2021-01-07 Self-Supervised Pretraining of 3D Features on any Point-Cloud    Zaiwei Zhang, Rohit Girdhar, Armand Joulin, Ishan Misra arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Point_Cloud  3D  Self-Supervised  Classification  Detection  Object_Detection  Video_Classification  PDF
• 2021-01-07 Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks    Sebastian Palacio, Philipp Engler, Jörn Hees, Andreas Dengel arXiv_CV arXiv_CV  Optimization  Self-Supervised  Pose  Classification  Inference  Prediction  PDF
• 2021-01-07 Learning Temporal Dynamics from Cycles in Narrated Video    Dave Epstein, Jiajun Wu, Cordelia Schmid, Chen Sun arXiv_CV arXiv_CV  Self-Supervised  Pose  Action  Quantitative  PDF
• 2021-01-06 CNN-based Visual Ego-Motion Estimation for Fast MAV Maneuvers    Yingfu Xu, Guido C. H. E. de Croon arXiv_CV arXiv_CV  Self-Supervised  Pose  CNN  Inference  PDF
• 2021-01-05 Learning Accurate Dense Correspondences and When to Trust Them    Prune Truong, Martin Danelljan, Luc Van Gool, Radu Timofte arXiv_CV arXiv_CV  Reconstruction  3D  Pose_Estimation  Self-Supervised  Pose  Optical_Flow  Prediction  Matching  PDF
• 2021-01-05 Self-supervised Visual-LiDAR Odometry with Flip Consistency    Bin Li, Mu Hu, Shuling Wang, Lianghao Wang, Xiaojin Gong arXiv_CV arXiv_CV  3D  Sparse  Self-Supervised  Pose  PDF
• 2021-01-04 Temporal Contrastive Graph for Self-supervised Video Representation Learning    Yang Liu, Keze Wang, Haoyuan Lan, Liang Lin arXiv_CV arXiv_CV  Embedding  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Relation  Prediction  Video_Retrieval  PDF
• 2021-01-02 Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting    Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei arXiv_CL arXiv_CL  Knowledge  Self-Supervised  Language_Model  PDF
• 2021-01-01 BanglaBERT: Combating Embedding Barrier for Low-Resource Language Understanding    Abhik Bhattacharjee, Tahmid Hasan, Kazi Samin, M. Sohel Rahman, Anindya Iqbal, Rifat Shahriyar arXiv_CL arXiv_CL  Embedding  Bert  Self-Supervised  Classification  Language_Model  PDF
• 2021-01-01 Sensei: Self-Supervised Sensor Name Segmentation    Jiaman Wu, Dezhi Hong, Rajesh Gupta, Jingbo Shang arXiv_CL arXiv_CL  Segmentation  Self-Supervised  Pose  Language_Model  PDF
• 2020-12-31 NeuralMagicEye: Learning to See and Understand the Scene Behind an Autostereogram    Zhengxia Zou, Tianyang Shi, Yi Yuan, Zhenwei Shi arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  CNN  PDF
• 2020-12-31 Text-Free Image-to-Speech Synthesis Using Learned Segmental Units    Wei-Ning Hsu, David Harwath, Christopher Song, James Glass arXiv_AI arXiv_AI  Image_Caption  Speech  Self-Supervised  Caption  PDF
• 2020-12-30 Model-Based Visual Planning with Self-Supervised Functional Distances    Stephen Tian, Suraj Nair, Frederik Ebert, Sudeep Dasari, Benjamin Eysenbach, Chelsea Finn, Sergey Levine arXiv_AI arXiv_AI  Reinforcement_Learning  Self-Supervised  PDF
• 2020-12-29 Few-Shot Named Entity Recognition: A Comprehensive Study    Jiaxin Huang, Chunyuan Li, Krishan Subudhi, Damien Jose, Shobana Balakrishnan, Weizhu Chen, Baolin Peng, Jianfeng Gao, Jiawei Han arXiv_CL arXiv_CL  Transformer  Recognition  Self-Supervised  Pose  Few-Shot  Language_Model  PDF
• 2020-12-28 Data-efficient Weakly-supervised Learning for On-line Object Detection under Domain Shift in Robotics    Elisa Maiettini, Raffaello Camoriano, Giulia Pasquale, Vadim Tikhanoff, Lorenzo Rosasco, Lorenzo Natale arXiv_CV arXiv_CV  Self-Supervised  Pose  Detection  Object_Detection  CNN  PDF
• 2020-12-28 Lattice-Free MMI Adaptation Of Self-Supervised Pretrained Acoustic Models    Apoorv Vyas, Srikanth Madikeri, Hervé Bourlard arXiv_SD arXiv_SD  Transformer  Speech  Self-Supervised  Pose  PDF
• 2020-12-28 Perception Consistency Ultrasound Image Super-resolution via Self-supervised CycleGAN    Heng Liu, Jianyong Liu, Tao Tao, Shudong Hou, Jungong Han arXiv_CV arXiv_CV  Enhancement  Super_Resolution  Adversarial  Self-Supervised  Pose  Image_Enhancement  Deep_Learning  GAN  Medical  Inference  PDF
• 2020-12-25 Taxonomy of multimodal self-supervised representation learning    Alex Fedorov, Tristan Sylvain, Margaux Luck, Lei Wu, Thomas P. DeRamus, Alex Kirilin, Dmitry Bleklov, Sergey M. Plis, Vince D. Calhoun arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Relation  GAN  PDF
• 2020-12-25 Self-supervised Pre-training with Hard Examples Improves Visual Representations    Chunyuan Li, Xiujun Li, Lei Zhang, Baolin Peng, Mingyuan Zhou, Jianfeng Gao arXiv_AI arXiv_AI  Represenation_Learning  Adversarial  Self-Supervised  Pose  PDF
• 2020-12-24 Adversarial Momentum-Contrastive Pre-Training    Cong Xu, Min Yang arXiv_CV arXiv_CV  Adversarial  Self-Supervised  Pose  PDF
• 2020-12-24 P4Contrast: Contrastive Learning with Pairs of Point-Pixel Pairs for RGB-D Scene Understanding    Yunze Liu, Li Yi, Shanghang Zhang, Qingnan Fan, Thomas Funkhouser, Hao Dong arXiv_CV arXiv_CV  Point_Cloud  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2020-12-24 Self-Supervised Representation Learning for Astronomical Images    Md Abul Hayat, George Stein, Peter Harrington, Zarija Lukić, Mustafa Mustafa arXiv_AI arXiv_AI  Image_Caption  Represenation_Learning  Self-Supervised  Contrastive_Learning  Survey  Classification  PDF
• 2020-12-23 Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs    Nurendra Choudhary, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Self-Supervised  Pose  Detection  Relation  GAN  PDF
• 2020-12-22 STaR: Self-supervised Tracking and Reconstruction of Rigid Objects in Motion with Neural Rendering    Wentao Yuan, Zhaoyang Lv, Tanner Schmidt, Steven Lovegrove arXiv_CV arXiv_CV  Reconstruction  Tracking  Self-Supervised  Pose  PDF
• 2020-12-21 Unsupervised Domain Adaptation with Temporal-Consistent Self-Training for 3D Hand-Object Joint Reconstruction    Mengshi Qi, Edoardo Remelli, Mathieu Salzmann, Pascal Fua arXiv_CV arXiv_CV  Reconstruction  Unsupervised  3D  Adversarial  Self-Supervised  Pose  Deep_Learning  GAN  PDF
• 2020-12-21 Self-Supervised Learning for Visual Summary Identification in Scientific Publications    Shintaro Yamamoto, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavaš, Shigeo Morishima arXiv_CL arXiv_CL  Self-Supervised  Medical  Caption  Matching  PDF
• 2020-12-20 Latent Compass: Creation by Navigation    Sarah Schwettmann, Hendrik Strobelt, Mauro Martino arXiv_AI arXiv_AI  Embedding  Unsupervised  Self-Supervised  Action  GAN  PDF
• 2020-12-19 Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation    Lukas Hoyer, Dengxin Dai, Yuhua Chen, Adrian Köring, Suman Saha, Luc Van Gool arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Knowledge  Self-Supervised  Pose  PDF
• 2020-12-19 Self-supervised monocular depth estimation from oblique UAV videos    Logambal Madhuanand, Francesco Nex, Michael Ying Yang arXiv_CV arXiv_CV  Reconstruction  3D  Self-Supervised  Pose  Deep_Learning  Detection  Object_Detection  PDF
• 2020-12-18 Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training    Peng Shi, Patrick Ng, Zhiguo Wang, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Cicero Nogueira dos Santos, Bing Xiang arXiv_CL arXiv_CL  Self-Supervised  Pose  Language_Model  PDF
• 2020-12-18 Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation    José Morano, Álvaro S. Hervella, Noelia Barreira, Jorge Novo, José Rouco arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Self-Supervised  Pose  Medical  CNN  PDF
• 2020-12-18 Self-supervised Learning with Fully Convolutional Networks    Zhengeng Yang, Hongshan Yu, Yong He, Zhi-Hong Mao, Ajmal Mian arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Self-Supervised  Classification  Deep_Learning  CNN  PDF
• 2020-12-17 Information-Preserving Contrastive Learning for Self-Supervised Representations    Tianhong Li, Lijie Fan, Yuan Yuan, Hao He, Yonglong Tian, Dina Katabi arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Contrastive_Learning  PDF
• 2020-12-17 The effectiveness of unsupervised subword modeling with autoregressive and cross-lingual phone-aware networks    Siyuan Feng, Odette Scharenborg arXiv_CL arXiv_CL  Unsupervised  Knowledge  Speech  Self-Supervised  Pose  Relation  PDF
• 2020-12-17 Overcoming Language Priors with Self-supervised Learning for Visual Question Answering    Xi Zhu, Zhendong Mao, Chunxiao Liu, Peng Zhang, Bin Wang, Yongdong Zhang arXiv_CV arXiv_CV  Self-Supervised  Pose  VQA  QA  PDF
• 2020-12-17 Temporal LiDAR Frame Prediction for Autonomous Driving    David Deng, Avideh Zakhor arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Autonomous  Prediction  PDF
• 2020-12-16 Self-Supervised Sketch-to-Image Synthesis    Bingchen Liu, Yizhe Zhu, Kunpeng Song, Ahmed Elgammal arXiv_CV arXiv_CV  Unsupervised  Style_Transfer  Sketch  Adversarial  Self-Supervised  Pose  Attention  PDF
• 2020-12-16 ISD: Self-Supervised Learning by Iterative Similarity Distillation    Ajinkya Tejankar, Soroush Abbasi Koohpayegani, Vipin Pillai, Paolo Favaro, Hamed Pirsiavash arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Self-Supervised  Contrastive_Learning  PDF
• 2020-12-16 Learning Continuous Image Representation with Local Implicit Image Function    Yinbo Chen, Sifei Liu, Xiaolong Wang arXiv_CV arXiv_CV  Image_Caption  Reconstruction  Super_Resolution  3D  Self-Supervised  Pose  PDF
• 2020-12-16 Joint Generative and Contrastive Learning for Unsupervised Person Re-identification    Hao Chen, Yaohui Wang, Benoit Lagadec, Antitza Dantcheva, Francois Bremond arXiv_CV arXiv_CV  Person_Re-identification  Unsupervised  Represenation_Learning  Adversarial  Self-Supervised  Pose  Contrastive_Learning  GAN  Re-identification  PDF
• 2020-12-16 R$^2$-Net: Relation of Relation Learning Network for Sentence Semantic Matching    Kun Zhang, Le Wu, Guangyi Lv, Meng Wang, Enhong Chen, Shulan Ruan arXiv_AI arXiv_AI  Bert  Self-Supervised  Pose  Action  Classification  Relation  Matching  PDF
• 2020-12-16 Self-Supervised Person Detection in 2D Range Data using a Calibrated Camera    Dan Jia, Mats Steinweg, Alexander Hermans, Bastian Leibe arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Detection  Object_Detection  PDF
• 2020-12-16 SID-NISM: A Self-supervised Low-light Image Enhancement Framework    Lijun Zhang, Xiao Liu, Erik Learned-Miller, Hui Guan arXiv_CV arXiv_CV  Enhancement  Self-Supervised  Pose  Image_Enhancement  PDF
• 2020-12-15 FLAVR: Flow-Agnostic Video Representations for Fast Frame Interpolation    Tarun Kalluri, Deepak Pathak, Manmohan Chandraker, Du Tran arXiv_CV arXiv_CV  Recognition  3D  Self-Supervised  Pose  Action_Recognition  Action  Quantitative  Optical_Flow  Inference  PDF
• 2020-12-15 Semantic-Guided Representation Enhancement for Self-supervised Monocular Trained Depth Estimation    Rui Li, Qing Mao, Pei Wang, Xiantuo He, Yu Zhu, Jinqiu Sun, Yanning Zhang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Enhancement  Self-Supervised  Pose  Quantitative  Relation  Attention  PDF
• 2020-12-14 Towards unsupervised phone and word segmentation using self-supervised vector-quantized neural networks    Herman Kamper, Benjamin van Niekerk arXiv_CL arXiv_CL  Segmentation  Unsupervised  Speech  Self-Supervised  PDF
• 2020-12-14 Temporal Relational Modeling with Self-Supervision for Action Segmentation    Dong Wang, Di Hu, Xingjian Li, Dejing Dou arXiv_AI arXiv_AI  Segmentation  Recognition  Self-Supervised  Pose  Action_Recognition  Action  Relation  PDF
• 2020-12-14 Aggregative Self-Supervised Feature Learning    Jiuwen Zhu, Yuexiang Li, S. Kevin Zhou arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Classification  Medical  Image_Classification  PDF
• 2020-12-14 Towards localisation of keywords in speech using weak supervision    Kayode Olaleye, Benjamin van Niekerk, Herman Kamper arXiv_CL arXiv_CL  Weakly_Supervised  Salient  Speech  Self-Supervised  PDF
• 2020-12-14 A comparison of self-supervised speech representations as input features for unsupervised acoustic word embeddings    Lisa van Staden, Herman Kamper arXiv_CL arXiv_CL  Embedding  Unsupervised  Represenation_Learning  Speech  Self-Supervised  PDF
• 2020-12-14 HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation    Xiaoyang Lyu, Liang Liu, Mengmeng Wang, Xin Kong, Lina Liu, Yong Liu, Xinxin Chen, Yi Yuan arXiv_AI arXiv_AI  Self-Supervised  Pose  Prediction  PDF
• 2020-12-14 Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer    Jian Liang, Dapeng Hu, Yunbo Wang, Ran He, Jiashi Feng arXiv_CV arXiv_CV  Unsupervised  Recognition  Knowledge  Self-Supervised  Pose  Action  Classification  Prediction  PDF
• 2020-12-13 Mask-Align: Self-Supervised Neural Word Alignment    Chi Chen, Maosong Sun, Yang Liu arXiv_CL arXiv_CL  Unsupervised  Self-Supervised  Pose  Attention  PDF
• 2020-12-13 Learning Heatmap-Style Jigsaw Puzzles Provides Good Pretraining for 2D Human Pose Estimation    Kun Zhang, Rui Wu, Ping Yao, Kai Deng, Ding Li, Renbiao Liu, Chuanguang Yang, Ge Chen, Min Du, Tianyao Zheng arXiv_CV arXiv_CV  Pose_Estimation  Self-Supervised  Pose  Classification  Relation  CNN  PDF
• 2020-12-13 Learning Distributed Representations of Code Snippets from Unlabeled Data    Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Self-Supervised  Pose  Classification  Deep_Learning  Detection  Prediction  PDF
• 2020-12-12 The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models    Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael Carbin, Zhangyang Wang arXiv_CV arXiv_CV  Segmentation  Sparse  Self-Supervised  Classification  Detection  GAN  Matching  PDF
• 2020-12-11 DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector Quantization    Shaoshi Ling, Yuzong Liu arXiv_CL arXiv_CL  Transformer  Reconstruction  Quantization  Recognition  Sparse  Represenation_Learning  RNN  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2020-12-11 Context Matters: Graph-based Self-supervised Representation Learning for Medical Images    Li Sun, Ke Yu, Kayhan Batmanghelich arXiv_CV arXiv_CV  Embedding  Represenation_Learning