Self-Supervised

Self-Supervised

• 2021-10-15 Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction    Sara Elkerdawy, Mostafa Elhoushi, Hong Zhang, Nilanjan Ray arXiv_CV arXiv_CV  Regularization  Self-Supervised  Pose  Classification  Inference  Prediction  PDF
• 2021-10-15 Shared Visual Representations of Drawing for Communication: How do different biases affect human interpretability and intent?    Daniela Mihai, Jonathon Hare arXiv_AI arXiv_AI  Sketch  Self-Supervised  PDF
• 2021-10-15 Attention meets Geometry: Geometry Guided Spatial-Temporal Attention for Consistent Self-Supervised Monocular Depth Estimation    Patrick Ruhkamp, Daoyi Gao, Hanzhi Chen, Nassir Navab, Benjamin Busam arXiv_CV arXiv_CV  Transformer  3D  Regularization  Self-Supervised  Pose  Attention  Prediction  PDF
• 2021-10-15 Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation    Li Jiang, Shaoshuai Shi, Zhuotao Tian, Xin Lai, Shu Liu, Chi-Wing Fu, Jiaya Jia arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Self-Supervised  Pose  Contrastive_Learning  Prediction  PDF
• 2021-10-15 Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models    Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier arXiv_CL arXiv_CL  Knowledge  Self-Supervised  Pose  Medical  Language_Model  PDF
• 2021-10-15 Don't speak too fast: The impact of data bias on self-supervised speech models    Yen Meng, Yi-Hui Chou, Andy T. Liu, Hung-yi Lee arXiv_CL arXiv_CL  Speech  Self-Supervised  PDF
• 2021-10-15 Combining CNNs With Transformer for Multimodal 3D MRI Brain Tumor Segmentation With Self-Supervised Pretraining    Mariia Dobko, Danylo-Ivan Kolinko, Ostap Viniavskyi, Yurii Yelisieiev arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  3D  Self-Supervised  Inference  PDF
• 2021-10-15 Multilingual Speech Recognition using Knowledge Transfer across Learning Processes    Rimita Lahiri, Kenichi Kumatani, Eric Sun, Yao Qian arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-10-14 'Knights': First Place Submission for VIPriors21 Action Recognition Challenge at ICCV 2021    Ishan Dave, Naman Biyani, Brandon Clark, Rohit Gupta, Yogesh Rawat, Mubarak Shah arXiv_CV arXiv_CV  Transformer  Recognition  Self-Supervised  Pose  Action_Recognition  Action  Optical_Flow  PDF
• 2021-10-14 Learning Temporal 3D Human Pose Estimation with Pseudo-Labels    Arij Bouazizi, Ulrich Kressel, Vasileios Belagiannis arXiv_CV arXiv_CV  3D  Pose_Estimation  Self-Supervised  Pose  CNN  Inference  PDF
• 2021-10-14 Self-Supervised Learning by Estimating Twin Class Distributions    Feng Wang, Tao Kong, Rufeng Zhang, Huaping Liu, Hang Li arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Represenation_Learning  Self-Supervised  Classification  Detection  Prediction  PDF
• 2021-10-14 Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks    Sangeeta Srivastava, Yun Wang, Andros Tjandra, Anurag Kumar, Chunxi Liu, Kritika Singh, Yatharth Saraf arXiv_SD arXiv_SD  Represenation_Learning  Speech  Self-Supervised  Pose  PDF
• 2021-10-14 SpeechT5: Unified-Modal Encoder-Decoder Pre-training for Spoken Language Processing    Junyi Ao, Rui Wang, Long Zhou, Shujie Liu, Shuo Ren, Yu Wu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei arXiv_CL arXiv_CL  Transformer  Quantization  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-10-14 Self-Supervised Domain Adaptation for Visual Navigation with Global Map Consistency    Eun Sun Lee, Junho Kim, Young Min Kim arXiv_CV arXiv_CV  Optimization  Self-Supervised  Pose  PDF
• 2021-10-13 The Impact of Spatiotemporal Augmentations on Self-Supervised Audiovisual Representation Learning    Haider Al-Tahan, Yalda Mohsenzadeh arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-10-13 Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation    Seokju Lee, Francois Rameau, Fei Pan, In So Kweon arXiv_CV arXiv_CV  Segmentation  3D  Self-Supervised  Pose  Contrastive_Learning  Detection  Object_Detection  Attention  PDF
• 2021-10-13 NoisyActions2M: A Multimedia Dataset for Video Understanding from Noisy Labels    Mohit Sharma, Raj Patra, Harshal Desai, Shruti Vyas, Yogesh Rawat, Rajiv Ratn Shah arXiv_CV arXiv_CV  Video_Caption  Self-Supervised  Pose  Action  Classification  Deep_Learning  PDF
• 2021-10-13 Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation    Adriano Cardace, Luca De Luigi, Pierluigi Zama Ramirez, Samuele Salti, Luigi Di Stefano arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Self-Supervised  Pose  Autonomous  PDF
• 2021-10-13 MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction    Linhan Zhang, Qian Chen, Wen Wang, Chong Deng, Shiliang Zhang, Bing Li, Wei Wang, Xin Cao arXiv_CL arXiv_CL  Embedding  Unsupervised  Bert  Self-Supervised  Pose  Action  PDF
• 2021-10-13 Dict-BERT: Enhancing Language Model Pre-training with Dictionary    Wenhao Yu, Chenguang Zhu, Yuwei Fang, Donghan Yu, Shuohang Wang, Yichong Xu, Michael Zeng, Meng Jiang arXiv_CL arXiv_CL  Embedding  Bert  Self-Supervised  Pose  Language_Model  PDF
• 2021-10-12 S3PRL-VC: Open-source Voice Conversion Framework with Self-supervised Speech Representations    Wen-Chin Huang, Shu-Wen Yang, Tomoki Hayashi, Hung-Yi Lee, Shinji Watanabe, Tomoki Toda arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  PDF
• 2021-10-12 Rethinking supervised pre-training for better downstream transferring    Yutong Feng, Jianwen Jiang, Mingqian Tang, Rong Jin, Yue Gao arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-10-12 Trivial or impossible -- dichotomous data difficulty masks model differences    Kristof Meding, Luca M. Schulze Buschoff, Robert Geirhos, Felix A. Wichmann arXiv_AI arXiv_AI  Transformer  Self-Supervised  PDF
• 2021-10-12 OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages    Prem Selvaraj, Gokul NC, Pratyush Kumar, Mitesh Khapra arXiv_AI arXiv_AI  Recognition  Self-Supervised  Pose  Inference  PDF
• 2021-10-12 Relative Molecule Self-Attention Transformer    Łukasz Maziarka, Dawid Majchrowski, Tomasz Danel, Piotr Gaiński, Jacek Tabor, Igor Podolak, Paweł Morkisz, Stanisław Jastrzębski arXiv_AI arXiv_AI  Transformer  Self-Supervised  Relation  Attention  Prediction  PDF
• 2021-10-12 Large-scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification    Zhengyang Chen, Sanyuan Chen, Yu Wu, Yao Qian, Chengyi Wang, Shujie Liu, Yanmin Qian, Michael Zeng arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Self-Supervised  PDF
• 2021-10-12 UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training    Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu arXiv_CL arXiv_CL  Unsupervised  Recognition  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  Action  Speech_Recognition  PDF
• 2021-10-11 Towards Safer Transportation: a self-supervised learning approach for traffic video deraining    Shuya Zong, Sikai Chen, Samuel Labi arXiv_CV arXiv_CV  Self-Supervised  Pose  PDF
• 2021-10-11 Learning Realistic Human Reposing using Cyclic Self-Supervision with 3D Shape, Pose, and Appearance Consistency    Soubhik Sanyal, Alex Vorobiov, Timo Bolkart, Matthew Loper, Betty Mohler, Larry Davis, Javier Romero, Michael J. Black arXiv_CV arXiv_CV  Unsupervised  3D  Self-Supervised  Pose  PDF
• 2021-10-11 Neural Algorithmic Reasoners are Implicit Planners    Andreea Deac, Petar Veličković, Ognjen Milinković, Pierre-Luc Bacon, Jian Tang, Mladen Nikolić arXiv_AI arXiv_AI  Reinforcement_Learning  Self-Supervised  Pose  GAN  Prediction  PDF
• 2021-10-11 SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition    Hezhen Hu, Weichao Zhao, Wengang Zhou, Yuechen Wang, Houqiang Li arXiv_CV arXiv_CV  Recognition  Bert  Gesture  Self-Supervised  Pose  Prediction  PDF
• 2021-10-11 Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning    Chongjian Ge, Youwei Liang, Yibing Song, Jianbo Jiao, Jue Wang, Ping Luo arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Enhancement  Recognition  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2021-10-11 Multi-modal Self-supervised Pre-training for Regulatory Genome Across Cell Types    Shentong Mo, Xi Fu, Chenyang Hong, Yizhen Chen, Yuxuan Zheng, Xiangru Tang, Zhiqiang Shen, Eric P Xing, Yanyan Lan arXiv_AI arXiv_AI  Bert  Self-Supervised  Pose  Action  Classification  Deep_Learning  Prediction  PDF
• 2021-10-11 K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and Syllables    Jounghee Kim, Pilsung Kang arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-10-11 Self-supervised Learning is More Robust to Dataset Imbalance    Hong Liu, Jeff Z. HaoChen, Adrien Gaidon, Tengyu Ma arXiv_CV arXiv_CV  Regularization  Self-Supervised  PDF
• 2021-10-11 Learning Temporally-Consistent Representations for Data-Efficient Reinforcement Learning    Trevor McInroe, Lukas Schäfer, Stefano V. Albrecht arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Represenation_Learning  Self-Supervised  Pose  Action  PDF
• 2021-10-11 Wav2vec-Switch: Contrastive Learning from Original-noisy Speech Pairs for Robust Speech Recognition    Yiming Wang, Jinyu Li, Heming Wang, Yao Qian, Chengyi Wang, Yu Wu arXiv_CL arXiv_CL  Enhancement  Recognition  Speech  Self-Supervised  Pose  Contrastive_Learning  Speech_Recognition  Language_Model  Prediction  PDF
• 2021-10-10 Injecting Text and Cross-lingual Supervision in Few-shot Learning from Self-Supervised Models    Matthew Wiesner, Desh Raj, Sanjeev Khudanpur arXiv_CL arXiv_CL  Self-Supervised  Few-Shot  PDF
• 2021-10-10 Self-Supervised 3D Face Reconstruction via Conditional Estimation    Yandong Wen, Weiyang Liu, Bhiksha Raj, Rita Singh arXiv_CV arXiv_CV  Reconstruction  3D  Self-Supervised  Face  Quantitative  PDF
• 2021-10-10 Digging Into Self-Supervised Learning of Feature Descriptors    Iaroslav Melekhov, Zakaria Laskar, Xiaotian Li, Shuzhe Wang, Juho Kannala arXiv_CV arXiv_CV  Sparse  Image_Retrieval  Self-Supervised  Pose  Matching  PDF
• 2021-10-10 Weakly Supervised Contrastive Learning    Mingkai Zheng, Fei Wang, Shan You, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu arXiv_CV arXiv_CV  Unsupervised  Weakly_Supervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Attention  PDF
• 2021-10-09 Universal Paralinguistic Speech Representations Using Self-Supervised Conformers    Joel Shor, Aren Jansen, Wei Han, Daniel Park, Yu Zhang arXiv_SD arXiv_SD  Speech  Self-Supervised  Emotion  PDF
• 2021-10-09 An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition    Xuankai Chang, Takashi Maekaku, Pengcheng Guo, Jing Shi, Yen-Ju Lu, Aswin Shanmugam Subramanian, Tianzi Wang, Shu-wen Yang, Yu Tsao, Hung-yi Lee, Shinji Watanabe arXiv_CL arXiv_CL  Recognition  Bert  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-10-09 Visually Exploring Multi-Purpose Audio Data    David Heise, Helen L. Bear arXiv_SD arXiv_SD  Unsupervised  Scene_Classification  Self-Supervised  Pose  Classification  PDF
• 2021-10-09 Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach    Qitian Wu, Chenxiao Yang, Junchi Yan arXiv_AI arXiv_AI  Embedding  Self-Supervised  Pose  Classification  Prediction  PDF
• 2021-10-09 Colour augmentation for improved semi-supervised semantic segmentation    Geoff French, Michal Mackiewicz arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Self-Supervised  Pose  Classification  PDF
• 2021-10-09 Wav2vec-S: Semi-Supervised Pre-Training for Speech Recognition    Han Zhu, Li Wang, Ying Hou, Jindong Wang, Gaofeng Cheng, Pengyuan Zhang, Yonghong Yan arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-10-09 Adversarial Training for Face Recognition Systems using Contrastive Adversarial Learning and Triplet Loss Fine-tuning    Nazmul Karim, Umar Khalid, Nick Meeker, Sarinda Samarasinghe arXiv_CV arXiv_CV  Recognition  Adversarial  Self-Supervised  Face  Face_Recognition  PDF
• 2021-10-08 Towards Sample-efficient Apprenticeship Learning from Suboptimal Demonstration    Letian Chen, Rohan Paleja, Matthew Gombolay arXiv_RO arXiv_RO  OCR  Self-Supervised  Pose  Relation  PDF
• 2021-10-08 VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization?    Hieu Nguyen, Long Phan, James Anibal, Alec Peltekian, Hieu Tran arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Self-Supervised  Summarization  Text_Generation  PDF
• 2021-10-08 SCaLa: Supervised Contrastive Learning for End-to-End Automatic Speech Recognition    Li Fu, Xiaoxiao Li, Runyu Wang, Zhengchen Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Pose  Contrastive_Learning  Speech_Recognition  PDF
• 2021-10-08 3D Infomax improves GNNs for Molecular Property Prediction    Hannes Stärk, Dominique Beaini, Gabriele Corso, Prudencio Tossou, Christian Dallago, Stephan Günnemann, Pietro Liò arXiv_AI arXiv_AI  3D  Self-Supervised  Pose  Deep_Learning  Prediction  PDF
• 2021-10-08 Improving Pseudo-label Training For End-to-end Speech Recognition Using Gradient Mask    Shaoshi Ling, Chen Shen, Meng Cai, Zejun Ma arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-10-08 Social Recommendation with Self-Supervised Metagraph Informax Network    Xiaoling Long, Chao Huang, Yong Xu, Huance Xu, Peng Dai, Lianghao Xia, Liefeng Bo arXiv_AI arXiv_AI  Embedding  Knowledge  Self-Supervised  Pose  Face  Relation  Recommendation  PDF
• 2021-10-08 Contrastive Learning for Source Code with Structural and Functional Properties    Yangruibo Ding, Luca Buratti, Saurabh Pujar, Alessandro Morari, Baishakhi Ray, Saikat Chakraborty arXiv_AI arXiv_AI  Transformer  Knowledge  Self-Supervised  Contrastive_Learning  Language_Model  PDF
• 2021-10-08 Meta-Learning 3D Shape Segmentation Functions    Yu Hao, Yi Fang arXiv_CV arXiv_CV  Reconstruction  Segmentation  Unsupervised  3D  Self-Supervised  Pose  PDF
• 2021-10-07 Pre-training Molecular Graph Representation with 3D Geometry    Shengchao Liu, Hanchen Wang, Weiyang Liu, Joan Lasenby, Hongyu Guo, Jian Tang arXiv_CV arXiv_CV  3D  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-10-07 RAR: Region-Aware Point Cloud Registration    Yu Hao, Yi Fang arXiv_CV arXiv_CV  Reconstruction  Embedding  Point_Cloud  3D  Self-Supervised  PDF
• 2021-10-07 Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models    Liang-Hsuan Tseng, Yu-Kuan Fu, Heng-Jui Chang, Hung-yi Lee arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-10-07 InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization    Robert Harb, Patrick Knöbelreiter arXiv_CV arXiv_CV  Image_Caption  Segmentation  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Quantitative  PDF
• 2021-10-07 AnoSeg: Anomaly Segmentation Network Using Self-Supervised Learning    Jouwon Song, Kyeongbo Kong, Ye-In Park, Seong-Gyun Kim, Suk-Ju Kang arXiv_CV arXiv_CV  Segmentation  Adversarial  Self-Supervised  Pose  Detection  Relation  PDF
• 2021-10-07 Virtual Multi-Modality Self-Supervised Foreground Matting for Human-Object Interaction    Bo Xu, Han Huang, Cheng Lu, Ziwen Li, Yandong Guo arXiv_AI arXiv_AI  Segmentation  Self-Supervised  Pose  Action  PDF
• 2021-10-07 Self-Supervised Depth Completion for Active Stereo    Frederik Warburg, Daniel Hernandez-Juarez, Juan Tarrio, Alexander Vakhitov, Ujwal Bonde, Pablo Alcantarilla arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Self-Supervised  SLAM  Prediction  PDF
• 2021-10-06 Video Autoencoder: self-supervised disentanglement of static 3D structure and motion    Zihang Lai, Sifei Liu, Alexei A. Efros, Xiaolong Wang arXiv_CV arXiv_CV  Reconstruction  3D  Pose_Estimation  Self-Supervised  Pose  PDF
• 2021-10-06 Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer    Wenda Xu, Michael Saxon, Misha Sra, William Yang Wang arXiv_CL arXiv_CL  Transformer  Style_Transfer  Knowledge  Self-Supervised  Pose  Medical  Language_Model  PDF
• 2021-10-06 Exploring the Common Principal Subspace of Deep Features in Neural Networks    Haoran Liu, Haoyi Xiong, Yaqing Wang, Haozhe An, Dongrui Wu, Dejing Dou arXiv_AI arXiv_AI  Reconstruction  Unsupervised  Self-Supervised  Pose  Classification  Deep_Learning  CNN  PDF
• 2021-10-06 Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations    Yihong Chen, Pasquale Minervini, Sebastian Riedel, Pontus Stenetorp arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Self-Supervised  Pose  Relation  Prediction  PDF
• 2021-10-06 Semantic Prediction: Which One Should Come First, Recognition or Prediction?    Hafez Farazi, Jan Nogga, and Sven Behnke arXiv_CV arXiv_CV  Transformer  Recognition  Video_Prediction  Self-Supervised  Action  Prediction  PDF
• 2021-10-06 Weakly-supervised Text Classification Based on Keyword Graph    Lu Zhang, Jiandong Ding, Yi Xu, Yingyao Liu, Shuigeng Zhou arXiv_CL arXiv_CL  Text_Classification  Self-Supervised  Pose  Classification  Relation  Attention  PDF
• 2021-10-06 SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision    Chaoyang He, Zhengyu Yang, Erum Mushtaq, Sunwoo Lee, Mahdi Soltanolkotabi, Salman Avestimehr arXiv_AI arXiv_AI  Unsupervised  Regularization  Self-Supervised  Pose  PDF
• 2021-10-06 Replay-Guided Adversarial Environment Design    Minqi Jiang, Michael Dennis, Jack Parker-Holder, Jakob Foerster, Edward Grefenstette, Tim Rocktäschel arXiv_AI arXiv_AI  Unsupervised  Reinforcement_Learning  Zero-Shot  Adversarial  Self-Supervised  PDF
• 2021-10-05 Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding    Saurabhchand Bhati, Jesús Villalba, Piotr Żelasko, Laureano Moro-Velazquez, Najim Dehak arXiv_SD arXiv_SD  Segmentation  Unsupervised  Represenation_Learning  Speech  Self-Supervised  Pose  Boundary_Detection  Action  Classification  Detection  Object_Detection  CNN  PDF
• 2021-10-05 Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation    Devavrat Tomar, Behzad Bozorgtabar, Manana Lortkipanidze, Guillaume Vray, Mohammad Saeed Rad, Jean-Philippe Thiran arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Style_Transfer  Self-Supervised  Pose  Medical  Inference  PDF
• 2021-10-05 Fully Self-Supervised Class Awareness in Dense Object Descriptors    Denis Hadjivelichkov, Dimitrios Kanoulas arXiv_RO arXiv_RO  Unsupervised  Self-Supervised  Quantitative  PDF
• 2021-10-05 DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT    Heng-Jui Chang, Shu-wen Yang, Hung-yi Lee arXiv_CL arXiv_CL  Bert  Represenation_Learning  Speech  Self-Supervised  PDF
• 2021-10-05 Self-Supervised Learning of Perceptually Optimized Block Motion Estimates for Video Compression    Somdyuti Paul, Andrey Norkin, Alan C. Bovik arXiv_CV arXiv_CV  Self-Supervised  Pose  CNN  Prediction  Matching  PDF
• 2021-10-04 How You Move Your Head Tells What You Do: Self-supervised Video Representation Learning with Egocentric Cameras and IMU Sensors    Satoshi Tsutsui, Ruta Desai, Karl Ridgeway arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Activity  PDF
• 2021-10-04 Learning Online Visual Invariances for Novel Objects via Super-vised and Self-Supervised Training    Valerio Biscione, Jeffrey S. Bowers arXiv_AI arXiv_AI  3D  Self-Supervised  Pose  PDF
• 2021-10-04 A Aelf-supervised Tibetan-chinese Vocabulary Alignment Method Based On Adversarial Learning    Enshuai Hou, Jie zhu arXiv_CL arXiv_CL  Adversarial  Self-Supervised  Relation  PDF
• 2021-10-04 Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework    Tengteng Huang, Yifan Sun, Xun Wang, Haotian Yao, Chi Zhang arXiv_CV arXiv_CV  Self-Supervised  Pose  PDF
• 2021-10-04 Consistency Regularization Can Improve Robustness to Label Noise    Erik Englesson, Hossein Azizpour arXiv_CV arXiv_CV  Regularization  Self-Supervised  Prediction  PDF
• 2021-10-03 Multi-task Voice-Activated Framework using Self-supervised Learning    Shehzeen Hussain, Van Nguyen, Shuhua Zhang, Erik Visser arXiv_CL arXiv_CL  Transformer  Recognition  Speech  Self-Supervised  Pose  Emotion  Classification  Speech_Recognition  PDF
• 2021-10-03 Motif-based Graph Self-Supervised Learning forMolecular Property Prediction    Zaixi Zhang, Qi Liu, Hao Wang, Chengqiang Lu, Chee-Kong Lee arXiv_AI arXiv_AI  Self-Supervised  Pose  Action  Attention  Prediction  PDF
• 2021-10-03 Disarranged Zone Learning : An unsupervised and dynamic automatic stenosis recognition methodology based on coronary angiography    Yanan Dai, Pengxiong Zhu, Bangde Xue, Yun Ling, Xibao Shi, Liang Geng, Qi Zhang, Jun Liu arXiv_CV arXiv_CV  Unsupervised  Recognition  Self-Supervised  Pose  Prediction  PDF
• 2021-10-02 Implicit and Explicit Attention for Zero-Shot Learning    Faisal Alamri, Anjan Dutta arXiv_CV arXiv_CV  Image_Caption  Transformer  Zero-Shot  Self-Supervised  Pose  Attention  PDF
• 2021-10-01 Self-Supervised Decomposition, Disentanglement and Prediction of Video Sequences while Interpreting Dynamics: A Koopman Perspective    Armand Comas, Sandesh Ghimire, Haolin Li, Mario Sznaier, Octavia Camps arXiv_CV arXiv_CV  Embedding  Self-Supervised  Pose  Prediction  PDF
• 2021-10-01 Self-supervised Secondary Landmark Detection via 3D Representation Learning    Praneet C. Bala, Jan Zimmermann, Hyun Soo Park, Benjamin Y. Hayden arXiv_CV arXiv_CV  Tracking  3D  Represenation_Learning  Knowledge  Self-Supervised  Detection  Relation  Object_Detection  GAN  PDF
• 2021-10-01 Do Self-Supervised and Supervised Methods Learn Similar Visual Representations?    Tom George Grigg, Dan Busbridge, Jason Ramapuram, Russ Webb arXiv_CV arXiv_CV  Self-Supervised  Deep_Learning  PDF
• 2021-10-01 Consistent Explanations by Contrastive Learning    Vipin Pillai, Soroush Abbasi Koohpayegani, Ashley Ouligian, Dennis Fong, Hamed Pirsiavash arXiv_CV arXiv_CV  Embedding  Self-Supervised  Contrastive_Learning  Classification  PDF
• 2021-10-01 Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation    Dwarikanath Mahapatra arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Restoration  Self-Supervised  Pose  Deep_Learning  Relation  PDF
• 2021-10-01 A Survey of Knowledge Enhanced Pre-trained Models    Jian Yang, Gang Xiao, Yulong Shen, Wei Jiang, Xinyu Hu, Ying Zhang, Jinghui Peng arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Self-Supervised  Survey  PDF
• 2021-10-01 DualNet: Continual Learning, Fast and Slow    Quang Pham, Chenghao Liu, Steven Hoi arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Knowledge  Self-Supervised  Pose  PDF
• 2021-10-01 Incremental Layer-wise Self-Supervised Learning for Efficient Speech Domain Adaptation On Device    Zhouyuan Huo, Dongseong Hwang, Khe Chai Sim, Shefali Garg, Ananya Misra, Nikhil Siddhartha, Trevor Strohman, Françoise Beaufays arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-09-30 Deep Learning-based Action Detection in Untrimmed Videos: A Survey    Elahe Vahdani, Yingli Tian arXiv_CV arXiv_CV  Unsupervised  Recognition  Sparse  Review  Self-Supervised  Survey  Action_Recognition  Action  Deep_Learning  Detection  Activity  PDF
• 2021-09-30 SpliceOut: A Simple and Efficient Audio Augmentation Method    Arjit Jain, Pranay Reddy Samala, Deepak Mittal, Preethi Jyoti, Maneesh Singh arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Classification  Speech_Recognition  PDF
• 2021-09-30 Mining for strong gravitational lenses with self-supervised learning    George Stein, Jacqueline Blaum, Peter Harrington, Tomislav Medan, Zarija Lukic arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Survey  Prediction  PDF
• 2021-09-30 Self-Supervised Out-of-Distribution Detection and Localization with Natural Synthetic Anomalies    Hannah M. Schlüter, Jeremy Tan, Benjamin Hou, Bernhard Kainz arXiv_CV arXiv_CV  Self-Supervised  Pose  Detection  Medical  PDF
• 2021-09-30 CoSeg: Cognitively Inspired Unsupervised Generic Event Segmentation    Xiao Wang, Jingen Liu, Tao Mei, Jiebo Luo arXiv_CV arXiv_CV  Transformer  Reconstruction  Segmentation  Embedding  Unsupervised  Self-Supervised  Pose  Boundary_Detection  Detection  Prediction  PDF
• 2021-09-30 Motion-aware Self-supervised Video Representation Learning via Foreground-background Merging    Shuangrui Ding, Maomao Li, Tianyu Yang, Rui Qian, Haohang Xu, Qingyi Chen, Jue Wang arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Detection  Object_Detection  PDF
• 2021-09-29 USIS: Unsupervised Semantic Image Synthesis    George Eskandar, Mohamed Abdelsamad, Karim Armanious, Bin Yang arXiv_CV arXiv_CV  Segmentation  Unsupervised  Self-Supervised  Pose  CNN  PDF
• 2021-09-29 Comparison of Self-Supervised Speech Pre-Training Methods on Flemish Dutch    Jakob Poncelet, Hugo Van hamme arXiv_SD arXiv_SD  Unsupervised  Recognition  Represenation_Learning  Speech  Self-Supervised  Speech_Recognition  Matching  PDF
• 2021-09-29 Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout    Yamen Ali, Aiham Taleb, Marina M. -C. Höhne, Christoph Lippert arXiv_CV arXiv_CV  Segmentation  3D  Self-Supervised  Pose  Medical  Inference  PDF
• 2021-09-29 Localizing Objects with Self-Supervised Transformers and no Labels    Oriane Siméoni, Gilles Puy, Huy V. Vo, Simon Roburin, Spyros Gidaris, Andrei Bursuc, Patrick Pérez, Renaud Marlet, Jean Ponce arXiv_CV arXiv_CV  Transformer  Unsupervised  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-09-29 Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id    De Cheng, Jingyu Zhou, Nannan Wang, Xinbo Gao arXiv_CV arXiv_CV  Surveillance  Person_Re-identification  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Classification  Attention  Re-identification  PDF
• 2021-09-29 Federated Self-Supervised Contrastive Learning via Ensemble Similarity Distillation    Haizhou Shi, Youcai Zhang, Zijin Shen, Siliang Tang, Yaqian Li, Yandong Guo, Yueting Zhuang arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Action  PDF
• 2021-09-28 Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks    Benedikt Mersch, Xieyuanli Chen, Jens Behley, Cyrill Stachniss arXiv_RO arXiv_RO  Image_Caption  Tracking  Point_Cloud  3D  Self-Supervised  Pose  CNN  Autonomous  Prediction  PDF
• 2021-09-28 PDC-Net+: Enhanced Probabilistic Dense Correspondence Network    Prune Truong, Martin Danelljan, Fisher Yu, Luc Van Gool arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Pose_Estimation  Image_Retrieval  Self-Supervised  Pose  Detection  Optical_Flow  Prediction  Matching  PDF
• 2021-09-28 Motion Deblurring with Real Events    Fang Xu, Lei Yu, Bishan Wang, Wen Yang, Gui-Song Xia, Xu Jia, Zhendong Qiao, Jianzhuang Liu arXiv_CV arXiv_CV  Self-Supervised  Pose  Optical_Flow  PDF
• 2021-09-28 Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning    Zixu Zhao, Yueming Jin, Pheng-Ann Heng arXiv_CV arXiv_CV  Tracking  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2021-09-28 Metal Artifact Reduction in 2D CT Images with Self-supervised Cross-domain Learning    Lequan Yu, Zhicheng Zhang, Xiaomeng Li, Hongyi Ren, Wei Zhao, Lei Xing arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  GAN  PDF
• 2021-09-28 The JHU submission to VoxSRC-21: Track 3    Jejin Cho, Jesus Villalba, Najim Dehak arXiv_SD arXiv_SD  Embedding  Recognition  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-09-27 PASS: An ImageNet replacement for self-supervised pretraining without humans    Yuki M. Asano, Christian Rupprecht, Andrew Zisserman, Andrea Vedaldi arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Pose_Estimation  Self-Supervised  Pose  PDF
• 2021-09-27 Experience feedback using Representation Learning for Few-Shot Object Detection on Aerial Images    Pierre Le Jeune, Mustapha Lebbah, Anissa Mokraoui, Hanene Azzag arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Few-Shot  Object_Detection  PDF
• 2021-09-27 Compressive Visual Representations    Kuang-Huei Lee, Anurag Arnab, Sergio Guadarrama, John Canny, Ian Fischer arXiv_CV arXiv_CV  Self-Supervised  Contrastive_Learning  Relation  PDF
• 2021-09-27 Joint Multimedia Event Extraction from Video and Article    Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji, Shih-Fu Chang arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Action  PDF
• 2021-09-26 Structure-Preserving Image Super-Resolution    Cheng Ma, Yongming Rao, Jiwen Lu, Jie Zhou arXiv_CV arXiv_CV  Super_Resolution  Adversarial  Self-Supervised  Pose  GAN  Prediction  PDF
• 2021-09-26 Self-Supervised Learning for MRI Reconstruction with a Parallel Network Training Framework    Chen Hu, Cheng Li, Haifeng Wang, Qiegen Liu, Hairong Zheng, Shanshan Wang arXiv_CV arXiv_CV  Reconstruction  Optimization  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-09-26 Self-Supervised Video Representation Learning by Video Incoherence Detection    Haozhi Cao, Yuecong Xu, Jianfei Yang, Kezhi Mao, Lihua Xie, Jianxiong Yin, Simon See arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Detection  Video_Retrieval  PDF
• 2021-09-26 Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation    Rui Peng, Ronggang Wang, Yawen Lai, Luyang Tang, Yangang Cai arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  PDF
• 2021-09-25 Multi-source Few-shot Domain Adaptation    Xiangyu Yue, Zangwei Zheng, Colorado Reed, Hari Prasanna Das, Kurt Keutzer, Alberto Sangiovanni Vincentelli arXiv_AI arXiv_AI  Adversarial  Self-Supervised  Pose  Classification  Few-Shot  PDF
• 2021-09-24 Visual Scene Graphs for Audio Source Separation    Moitreya Chatterjee, Jonathan Le Roux, Narendra Ahuja, Anoop Cherian arXiv_AI arXiv_AI  Embedding  Self-Supervised  Pose  Action  Deep_Learning  Attention  PDF
• 2021-09-24 Adversarial Domain Feature Adaptation for Bronchoscopic Depth Estimation    Mert Asim Karaoglu, Nikolas Brasch, Marijn Stollenga, Wolfgang Wein, Nassir Navab, Federico Tombari, Alexander Ladikos arXiv_CV arXiv_CV  Reconstruction  Unsupervised  3D  Adversarial  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-09-24 Dense Contrastive Visual-Linguistic Pretraining    Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su arXiv_CV arXiv_CV  Bert  Sparse  Represenation_Learning  Adversarial  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2021-09-23 Simple and Effective Zero-shot Cross-lingual Phoneme Recognition    Qiantong Xu, Alexei Baevski, Michael Auli arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Recognition  Zero-Shot  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-09-23 Long Short View Feature Decomposition via Contrastive Video Representation Learning    Nadine Behrmann, Mohsen Fayyaz, Juergen Gall, Mehdi Noroozi arXiv_CV arXiv_CV  Segmentation  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Prediction  PDF
• 2021-09-23 SAME: Deformable Image Registration based on Self-supervised Anatomical Embeddings    Fengze Liu, Ke Yan, Adam Harrison, Dazhou Guo, Le Lu, Alan Yuille, Lingyun Huang, Guotong Xie, Jing Xiao, Xianghua Ye, Dakai Jin arXiv_CV arXiv_CV  Embedding  Unsupervised  3D  Self-Supervised  Quantitative  GAN  Medical  PDF
• 2021-09-23 How much 'human-like' visual experience do current self-supervised learning algorithms need to achieve human-level object recognition?    A. Emin Orhan arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  PDF
• 2021-09-23 Self-supervised Learning for Semi-supervised Temporal Language Grounding    Fan Luo, Shaoxiang Chen, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang arXiv_CV arXiv_CV  Weakly_Supervised  Self-Supervised  Pose  Contrastive_Learning  Activity  Prediction  PDF
• 2021-09-23 Scenario Aware Speech Recognition: Advancements for Apollo Fearless Steps & CHiME-4 Corpora    Szu-Jui Chen, Wei Xia, John H.L. Hansen arXiv_SD arXiv_SD  Embedding  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-09-22 Learning Contrastive Representation for Semantic Correspondence    Taihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, Jan Kautz, Ming-Hsuan Yang arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Face  CNN  Matching  PDF
• 2021-09-22 FaceEraser: Removing Facial Parts for Augmented Reality    Miao Hua, Lijie Liu, Ziyang Cheng, Qian He, Bingchuan Li, Zili Yi arXiv_CV arXiv_CV  Inpainting  Self-Supervised  Pose  Face  PDF
• 2021-09-22 Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-supervised Learning    IlWi Yun, Hyuk-Jae Lee, Chae Eun Rhee arXiv_CV arXiv_CV  Transformer  Knowledge  Self-Supervised  Pose  Prediction  PDF
• 2021-09-22 KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation    Yongfei Liu, Chenfei Wu, Shao-yen Tseng, Vasudev Lal, Xuming He, Nan Duan arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Knowledge  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-09-22 Joint Optical Neuroimaging Denoising with Semantic Tasks    Tianfang Zhu, Yue Guan, Anan Li arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Self-Supervised  Pose  Action  Denoising  PDF
• 2021-09-22 DialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder    Zhenyu Zhang, Tao Guo, Meng Chen arXiv_AI arXiv_AI  Embedding  Recognition  Bert  Self-Supervised  Pose  Emotion  Relation  GAN  Language_Model  PDF
• 2021-09-22 Rotor Localization and Phase Mapping of Cardiac Excitation Waves using Deep Neural Networks    Jan Lebert, Namita Ravi, Flavio Fenton, Jan Christoph arXiv_CV arXiv_CV  Sparse  Self-Supervised  Pose  Face  Deep_Learning  Activity  PDF
• 2021-09-21 Self-supervised Representation Learning for Reliable Robotic Monitoring of Fruit Anomalies    Taeyeong Choi, Owen Would, Adrian Salazar-Gomez, Grzegorz Cielniak arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Detection  Relation  Autonomous  PDF
• 2021-09-21 Self-Supervised Action-Space Prediction for Automated Driving    Faris Janjoš, Maxim Dolgov, J. Marius Zöllner arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Action  Prediction  PDF
• 2021-09-20 Viewpoint Invariant Dense Matching for Visual Geolocalization    Gabriele Berton, Carlo Masone, Valerio Paolicelli, Barbara Caputo arXiv_CV arXiv_CV  Weakly_Supervised  Self-Supervised  Pose  Matching  PDF
• 2021-09-20 Advancing Self-supervised Monocular Depth Learning with Sparse LiDAR    Ziyue Feng, Longlong Jing, Peng Yin, Yingli Tian, Bing Li arXiv_CV arXiv_CV  3D  Sparse  Self-Supervised  Pose  Detection  Object_Detection  Autonomous  Prediction  PDF
• 2021-09-20 TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method    Zeqian Ju, Peiling Lu, Xu Tan, Rui Wang, Chen Zhang, Songruoyao Wu, Kejun Zhang, Xiangyang Li, Tao Qin, Tie-Yan Liu arXiv_AI arXiv_AI  Self-Supervised  PDF
• 2021-09-20 Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement    Beomyoung Kim, Youngjoon Yoo, Chaeeun Rhee, Junmo Kim arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Knowledge  Self-Supervised  Pose  PDF
• 2021-09-19 MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models    Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulić arXiv_CL arXiv_CL  Unsupervised  Bert  Self-Supervised  Pose  Contrastive_Learning  Language_Model  PDF
• 2021-09-19 CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation    Bowen Wen, Wenzhao Lian, Kostas Bekris, Stefan Schaal arXiv_AI arXiv_AI  Self-Supervised  Pose  Action  PDF
• 2021-09-19 A Study of the Generalizability of Self-Supervised Representations    Atharva Tendle, Mohammad Rashedul Hasan arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Classification  Deep_Learning  CNN  Prediction  PDF
• 2021-09-18 Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer    Hongruixuan Chen, Chen Wu, Yonghao Xu, Bo Du arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Adversarial  Self-Supervised  Pose  Prediction  PDF
• 2021-09-18 Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals    Xiang Lan, Dianwen Ng, Shenda Hong, Mengling Feng arXiv_AI arXiv_AI  Transfer_Learning  RNN  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Attention  Medical  PDF
• 2021-09-17 Self-supervised learning methods and applications in medical imaging analysis: A survey    Saeed Shurrab, Rehab Duwiari arXiv_CV arXiv_CV  Review  Self-Supervised  Survey  Medical  PDF
• 2021-09-17 Self-Supervised Neural Architecture Search for Imbalanced Datasets    Aleksandr Timofeev, Grigorios G. Chrysos, Volkan Cevher arXiv_AI arXiv_AI  NAS  Self-Supervised  Pose  Medical  PDF
• 2021-09-17 Pointly-supervised 3D Scene Parsing with Viewpoint Bottleneck    Liyi Luo, Beiwen Tian, Hao Zhao, Guyue Zhou arXiv_CV arXiv_CV  Scene_Parsing  Point_Cloud  3D  Sparse  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Quantitative  GAN  PDF
• 2021-09-16 Dense Semantic Contrast for Self-Supervised Visual Representation Learning    Xiaoni Li, Yu Zhou, Yifei Zhang, Aoting Zhang, Wei Wang, Ning Jiang, Haiying Wu, Weiping Wang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Detection  Relation  Object_Detection  Prediction  PDF
• 2021-09-15 Federated Contrastive Learning for Decentralized Unlabeled Medical Images    Nanqing Dong, Irina Voiculescu arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Detection  Medical  PDF
• 2021-09-15 Deep Bregman Divergence for Contrastive Learning of Visual Representations    Mina Rezaei, Farzin Soleymani, Bernd Bischl, Shekoofeh Azizi arXiv_AI arXiv_AI  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  PDF
• 2021-09-15 SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations    Hooman Sedghamiz, Shivam Raval, Enrico Santus, Tuka Alhanai, Mohammad Ghassemi arXiv_CL arXiv_CL  Transformer  Bert  Optimization  Self-Supervised  Contrastive_Learning  Classification  Language_Model  PDF
• 2021-09-15 Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation    Xinrong Hu, Dewen Zeng, Xiaowei Xu, Yiyu Shi arXiv_CV arXiv_CV  Segmentation  Embedding  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  Medical  PDF
• 2021-09-15 Improving Accent Identification and Accented Speech Recognition Under a Framework of Self-supervised Learning    Keqi Deng, Songjun Cao, Long Ma arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-09-15 Improving Streaming Transformer Based ASR Under a Framework of Self-supervised Learning    Songjun Cao, Yueteng Kang, Yanzhe Fu, Xiaoshuo Xu, Sining Sun, Yike Zhang, Long Ma arXiv_SD arXiv_SD  Transformer  Recognition  Knowledge  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-09-15 Solving Occlusion in Terrain Mapping with Neural Networks    Maximilian Stölzle, Takahiro Miki, Levin Gerdes, Martin Azkarate, Marco Hutter arXiv_AI arXiv_AI  Inpainting  Self-Supervised  Pose  Autonomous  Matching  PDF
• 2021-09-15 Improving Text Auto-Completion with Next Phrase Prediction    Dong-Ho Lee, Zhiqiang Hu, Roy Ka-Wei Lee arXiv_CL arXiv_CL  Self-Supervised  Pose  Medical  Language_Model  Prediction  PDF
• 2021-09-15 Seeking an Optimal Approach for Computer-Aided Pulmonary Embolism Detection    Nahid Ul Islam, Shiv Gehlot, Zongwei Zhou, Michael B Gotway, Jianming Liang arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Self-Supervised  Classification  Deep_Learning  Detection  CNN  PDF
• 2021-09-14 Self-Supervised Metric Learning With Graph Clustering For Speaker Diarization    Prachi Singh, Sriram Ganapathy arXiv_SD arXiv_SD  Embedding  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-09-14 MotionHint: Self-Supervised Monocular Visual Odometrywith Motion Constraints    Cong Wang, Yu-Ping Wang, Dinesh Manocha arXiv_CV arXiv_CV  Self-Supervised  Pose  Prediction  PDF
• 2021-09-14 ImUnity: a generalizable VAE-GAN solution for multicenter MR image harmonization    Stenzel Cackowski, Emmanuel L. Barbier, Michel Dojat, Thomas Christen arXiv_CV arXiv_CV  Self-Supervised  Classification  GAN  Medical  PDF
• 2021-09-14 High-Fidelity GAN Inversion for Image Attribute Editing    Tengfei Wang, Yong Zhang, Yanbo Fan, Jue Wang, Qifeng Chen arXiv_CV arXiv_CV  Reconstruction  Adversarial  Self-Supervised  Pose  Face  GAN  PDF
• 2021-09-13 Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning    Jianguo Zhang, Trung Bui, Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip Yu arXiv_CL arXiv_CL  Self-Supervised  Pose  Contrastive_Learning  Detection  Few-Shot  PDF
• 2021-09-13 On the Sins of Image Synthesis Loss for Self-supervised Depth Estimation    Zhaoshuo Li, Nathan Drenkow, Hao Ding, Andy S. Ding, Alexander Lu, Francis X. Creighton, Russell H. Taylor, Mathias Unberath arXiv_CV arXiv_CV  3D  Regularization  Self-Supervised  Survey  Attention  Medical  Prediction  PDF
• 2021-09-13 WeakSTIL: Weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need    Yoni Schirris, Mendel Engelaer, Andreas Panteli, Hugo Mark Horlings, Efstratios Gavves, Jonas Teuwen arXiv_CV arXiv_CV  Self-Supervised  Classification  Deep_Learning  Detection  Attention  Prediction  PDF
• 2021-09-13 Self supervised learning improves dMMR/MSI detection from histology slides across multiple cancers    Charlie Saillard, Olivier Dehaene, Tanguy Marchand, Olivier Moindrot, Aurélie Kamoun, Benoit Schmauch, Simon Jegou arXiv_CV arXiv_CV  Self-Supervised  Deep_Learning  Detection  GAN  Medical  PDF
• 2021-09-13 Online Unsupervised Learning of Visual Representations and Categories    Mengye Ren, Tyler R. Scott, Michael L. Iuzzolino, Michael C. Mozer, Richard Zemel arXiv_CV arXiv_CV  Unsupervised  Recognition  Represenation_Learning  Self-Supervised  Pose  Action  Few-Shot  PDF
• 2021-09-12 TEASEL: A Transformer-Based Speech-Prefixed Language Model    Mehdi Arjmand, Mohammad Javad Dousti, Hadi Moradi arXiv_AI arXiv_AI  Transformer  Speech  Self-Supervised  Pose  Sentiment  Language_Model  PDF
• 2021-09-11 Multilingual Translation via Grafting Pre-trained Language Models    Zewei Sun, Mingxuan Wang, Lei Li arXiv_CL arXiv_CL  Transformer  Bert  Self-Supervised  Pose  Attention  Language_Model  PDF
• 2021-09-11 A Self-Supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning    Deqiang Xiao, Hannah Deng, Tianshu Kuang, Lei Ma, Qin Liu, Xu Chen, Chunfeng Lian, Yankun Lang, Daeseung Kim, Jaime Gateno, Steve Guofang Shen, Dinggang Shen, Pew-Thian Yap, James J. Xia arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Inference  PDF
• 2021-09-10 Attention-based Contrastive Learning for Winograd Schemas    Tassilo Klein, Moin Nabi arXiv_CL arXiv_CL  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Attention  PDF
• 2021-09-10 Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models    Tassilo Klein, Moin Nabi arXiv_CL arXiv_CL  Zero-Shot  Self-Supervised  Pose  Relation  Language_Model  PDF
• 2021-09-10 View Blind-spot as Inpainting: Self-Supervised Denoising with Mask Guided Residual Convolution    Yuhongze Zhou, Liguang Zhou, Tin Lun Lam, Yangsheng Xu arXiv_CV arXiv_CV  Inpainting  Self-Supervised  Pose  Denoising  Attention  CNN  PDF
• 2021-09-10 Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation    Ziluo Ding, Rui Zhao, Jiyuan Zhang, Tianxiao Gao, Ruiqin Xiong, Zhaofei Yu, Tiejun Huang arXiv_CV arXiv_CV  Enhancement  Self-Supervised  Pose  Deep_Learning  Relation  CNN  Optical_Flow  PDF
• 2021-09-10 Speech Enhancement by Noise Self-Supervised Rank-Constrained Spatial Covariance Matrix Estimation via Independent Deeply Learned Matrix Analysis    Sota Misawa, Norihiro Takamune, Tomohiko Nakamura, Daichi Kitamura, Hiroshi Saruwatari, Masakazu Une, Shoji Makino arXiv_SD arXiv_SD  Enhancement  Speech  Self-Supervised  Pose  PDF
• 2021-09-10 Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations    Vladimir Araujo, Andrés Villa, Marcelo Mendoza, Marie-Francine Moens, Alvaro Soto arXiv_CL arXiv_CL  Bert  Knowledge  Self-Supervised  Pose  Detection  Relation  Language_Model  PDF
• 2021-09-09 Neural-IMLS: Learning Implicit Moving Least-Squares for Surface Reconstruction from Unoriented Point clouds    Zixiong Wang, Pengfei Wang, Qiujie Dong, Junjie Gao, Shuangmin Chen, Shiqing Xin, Changhe Tu arXiv_AI arXiv_AI  Reconstruction  Point_Cloud  Self-Supervised  Pose  Face  PDF
• 2021-09-09 Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts    Hong-Yu Zhou, Chixiang Lu, Sibei Yang, Xiaoguang Han, Yizhou Yu arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  Medical  PDF
• 2021-09-09 Double-Scale Self-Supervised Hypergraph Learning for Group Recommendation    Junwei Zhang, Min Gao, Junliang Yu, Lei Guo, Jundong Li, Hongzhi Yin arXiv_AI arXiv_AI  Sparse  Self-Supervised  Pose  Action  Relation  Attention  CNN  Recommendation  PDF
• 2021-09-09 Self-supervised Reinforcement Learning with Independently Controllable Subgoals    Andrii Zadaianchuk, Georg Martius, Fanny Yang arXiv_RO arXiv_RO  Reinforcement_Learning  Self-Supervised  Pose  Relation  Autonomous  PDF
• 2021-09-09 Robot Localization and Navigation through Predictive Processing using LiDAR    Daniel Burghardt, Pablo Lanillos arXiv_AI arXiv_AI  Gradient_Descent  Self-Supervised  Action  Prediction  PDF
• 2021-09-09 Taming Self-Supervised Learning for Presentation Attack Detection: In-Image De-Folding and Out-of-Image De-Mixing    Haozhe Liu, Zhe Kong, Raghavendra Ramachandra, Feng Liu, Linlin Shen, Christoph Busch arXiv_AI arXiv_AI  Self-Supervised  Pose  Face  Deep_Learning  Detection  Object_Detection  PDF
• 2021-09-08 Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms    Sumedh A Sontakke, Sumegh Roychowdhury, Mausoom Sarkar, Nikaash Puri, Balaji Krishnamurthy, Laurent Itti arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Self-Supervised  Action  PDF
• 2021-09-08 Self- and Pseudo-self-supervised Prediction of Speaker and Key-utterance for Multi-party Dialogue Reading Comprehension    Yiyang Li, Hai Zhao arXiv_CL arXiv_CL  Salient  Self-Supervised  Prediction  PDF
• 2021-09-08 Continuous Entailment Patterns for Lexical Inference in Context    Martin Schmitt, Hinrich Schütze arXiv_AI arXiv_AI  Zero-Shot  Self-Supervised  Few-Shot  Inference  Language_Model  PDF
• 2021-09-08 LiDARTouch: Monocular metric depth estimation with a few-beam LiDAR    Florent Bartoccioni, Éloi Zablocki, Patrick Pérez, Matthieu Cord, Karteek Alahari arXiv_AI arXiv_AI  Reconstruction  Sparse  Self-Supervised  Pose  Autonomous  PDF
• 2021-09-08 Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering    Chenyu You, Nuo Chen, Yuexian Zou arXiv_AI arXiv_AI  Restoration  Represenation_Learning  Speech  Self-Supervised  Pose  Attention  Prediction  QA  PDF
• 2021-09-07 Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology    Joseph Boyd, Mykola Liashuha, Eric Deutsch, Nikos Paragios, Stergios Christodoulidis, Maria Vakalopoulou arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Classification  PDF
• 2021-09-07 Self-supervised Tumor Segmentation through Layer Decomposition    Xiaoman Zhang, Weidi Xie, Chaoqin Huang, Ya Zhang, Yanfeng Wang arXiv_CV arXiv_CV  Segmentation  Zero-Shot  Self-Supervised  Pose  PDF
• 2021-09-07 GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition    Ahi Zhang, Sheng-hua Zhong, Yan Liu arXiv_AI arXiv_AI  Recognition  Knowledge  Adversarial  Self-Supervised  Pose  Emotion  Deep_Learning  GAN  PDF
• 2021-09-07 Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution    Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-09-07 Fine-grained Hand Gesture Recognition in Multi-viewpoint Hand Hygiene    Huy Q.Vo, Tuong Do, Vi C.Pham, Duy Nguyen, An T.Duong, Quang D.Tran arXiv_CV arXiv_CV  Recognition  Gesture  Self-Supervised  Pose  Action  GAN  PDF
• 2021-09-07 The DKU-DukeECE System for the Self-Supervision Speaker Verification Task of the 2021 VoxCeleb Speaker Recognition Challenge    Danwei Cai, Ming Li arXiv_SD arXiv_SD  Embedding  Recognition  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-09-06 Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyond    Moacir Antonelli Ponti, Fernando Pereira dos Santos, Leo Sampaio Ferraz Ribeiro, Gabriel Biscaro Cavallari arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Optimization  Self-Supervised  CNN  PDF
• 2021-09-06 Automatic Landmarks Correspondence Detection in Medical Images with an Application to Deformable Image Registration    Monika Grewal, Jan Wiersma, Henrike Westerveld, Peter A. N. Bosman, Tanja Alderliesten arXiv_CV arXiv_CV  3D  Self-Supervised  Detection  Medical  CNN  Matching  PDF
• 2021-09-06 A Decoupled Uncertainty Model for MRI Segmentation Quality Estimation    Richard Shaw, Carole H. Sudre, Sebastien Ourselin, M. Jorge Cardoso, Hugh G. Pemberton arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Quantitative  Prediction  PDF
• 2021-09-06 Information Theory-Guided Heuristic Progressive Multi-View Coding    Jiangmeng Li, Wenwen Qiang, Hang Gao, Bing Su, Farid Razzak, Jie Hu, Changwen Zheng, Hui Xiong arXiv_AI arXiv_AI  Optimization  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-09-06 Self-supervised Product Quantization for Deep Unsupervised Image Retrieval    Young Kyun Jang, Nam Ik Cho arXiv_CV arXiv_CV  Image_Caption  Unsupervised  Quantization  Image_Retrieval  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2021-09-05 Re-entry Prediction for Online Conversations via Self-Supervised Learning    Lingzhi Wang, Xingshan Zeng, Huang Hu, Kam-Fai Wong, Daxin Jiang arXiv_CL arXiv_CL  Self-Supervised  Pose  Prediction  PDF
• 2021-09-04 Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment    Zhanghexuan Ji, Mohammad Abuzar Shaikh, Dana Moukheiber, Sargur Srihari, Yifan Peng, Mingchen Gao arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Classification  Attention  Matching  PDF
• 2021-09-04 LAViTeR: Learning Aligned Visual and Textual Representations Assisted by Image and Caption Generation    Mohammad Abuzar Shaikh, Zhanghexuan Ji, Dana Moukheiber, Sargur Srihari, Mingchen Gao arXiv_AI arXiv_AI  Image_Caption  Transformer  Embedding  Represenation_Learning  Self-Supervised  Pose  Attention  GAN  Caption  PDF
• 2021-09-04 Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case    Jingqing Zhang, Luis Bolanos, Tong Li, Ashwani Tanwar, Guilherme Freire, Xian Yang, Julia Ive, Vibhor Gupta, Yike Guo arXiv_CL arXiv_CL  Embedding  Unsupervised  Bert  Sparse  Self-Supervised  Pose  Action  Deep_Learning  Detection  Matching  PDF
• 2021-09-04 Frustratingly Simple Pretraining Alternatives to Masked Language Modeling    Atsuki Yamaguchi, George Chrysostomou, Katerina Margatina, Nikolaos Aletras arXiv_AI arXiv_AI  Bert  Self-Supervised  Pose  Classification  Language_Model  Prediction  PDF
• 2021-09-03 Revisiting 3D ResNets for Video Recognition    Xianzhi Du, Yeqing Li, Yin Cui, Rui Qian, Jing Li, Irwan Bello arXiv_CV arXiv_CV  Recognition  3D  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-09-03 Dual-Camera Super-Resolution with Aligned Attention Modules    Tengfei Wang, Jiaxin Xie, Wenxiu Sun, Qiong Yan, Qifeng Chen arXiv_CV arXiv_CV  Super_Resolution  Self-Supervised  Pose  Quantitative  Attention  Matching  PDF
• 2021-09-03 Multi-centred Strong Augmentation via Contrastive Learning for Unsupervised Lesion Detection and Segmentation    Yu Tian, Fengbei Liu, Guansong Pang, Yuanhong Chen, Yuyuan Liu, Johan W. Verjans, Rajvinder Singh, Gustavo Carneiro arXiv_CV arXiv_CV  Image_Caption  Segmentation  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Face  Detection  GAN  Medical  PDF
• 2021-09-03 Self-Taught Cross-Domain Few-Shot Learning with Weakly Supervised Object Localization and Task-Decomposition    Xiyao Liu, Zhong Ji, Yanwei Pang, Zhongfei Zhang arXiv_AI arXiv_AI  Recognition  Weakly_Supervised  Knowledge  Self-Supervised  Pose  Classification  Few-Shot  PDF
• 2021-09-02 FA-GAN: Feature-Aware GAN for Text to Image Synthesis    Eunyeong Jeon, Kunhee Kim, Daijin Kim arXiv_CV arXiv_CV  Adversarial  Self-Supervised  Pose  GAN  PDF
• 2021-09-02 VIbCReg: Variance-Invariance-better-Covariance Regularization for Self-Supervised Learning on Time Series    Daesoo Lee (1), Erlend Aune (1 and 2) ((1) Norwegian University of Science and Technology, (2) BI Norwegian Business School) arXiv_AI arXiv_AI  Image_Caption  Regularization  Self-Supervised  Pose  Classification  PDF
• 2021-09-01 Point Cloud Pre-training by Mixing and Disentangling    Chao Sun, Zhedong Zheng, Yi Yang arXiv_CV arXiv_CV  Segmentation  Embedding  Point_Cloud  Optimization  Self-Supervised  Pose  Classification  PDF
• 2021-09-01 EventPoint: Self-Supervised Local Descriptor Learning for Event Cameras    Ze Huang, Songzhi Su, Henry Zhang, Kevin Sun arXiv_CV arXiv_CV  Pose_Estimation  Self-Supervised  Pose  SLAM  Action  Matching  PDF
• 2021-09-01 Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds    Siyuan Huang, Yichen Xie, Song-Chun Zhu, Yixin Zhu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Represenation_Learning  Self-Supervised  Classification  Detection  Object_Detection  PDF
• 2021-08-31 S4-Crowd: Semi-Supervised Learning with Self-Supervised Regularisation for Crowd Counting    Haoran Duan, Yu Guan arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Attention  PDF
• 2021-08-31 ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets    Vitaliy Kinakh, Olga Taran, Svyatoslav Voloshynovskiy arXiv_CV arXiv_CV  Regularization  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2021-08-31 Self-Supervised Learning Based Domain Adaptation for Robust Speaker Verification    Zhengyang Chen, Shuai Wang, Yanmin Qian arXiv_SD arXiv_SD  Unsupervised  Adversarial  Self-Supervised  Pose  PDF
• 2021-08-30 Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation    Maheen Rashid, Sofia Broomé, Katrina Ask, Elin Hernlund, Pia Haubro Andersen, Hedvig Kjellström, Yong Jae Lee arXiv_CV arXiv_CV  Surveillance  Sparse  Self-Supervised  Pose  Classification  Detection  PDF
• 2021-08-30 Digging into Uncertainty in Self-supervised Multi-view Stereo    Hongbin Xu, Zhipeng Zhou, Yali Wang, Wenxiong Kang, Baigui Sun, Hao Li, Yu Qiao arXiv_CV arXiv_CV  Reconstruction  Unsupervised  3D  Self-Supervised  Pose  Optical_Flow  PDF
• 2021-08-30 Learning to Discover Reflection Symmetry via Polar Matching Convolution    Ahyun Seo, Woohyeon Shim, Minsu Cho arXiv_CV arXiv_CV  Self-Supervised  Pose  Detection  CNN  Matching  PDF
• 2021-08-29 NoiER: An Approach for Training more Reliable Fine-TunedDownstream Task Models    Myeongjun Jang, Thomas Lukasiewicz arXiv_CL arXiv_CL  Bert  Self-Supervised  Pose  Detection  Language_Model  PDF
• 2021-08-28 Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging    Ziyi Meng, Zhenming Yu, Kun Xu, Xin Yuan arXiv_CV arXiv_CV  Reconstruction  3D  Self-Supervised  Pose  Detection  Object_Detection  Denoising  PDF
• 2021-08-28 Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation    Lukas Hoyer, Dengxin Dai, Qin Wang, Yuhua Chen, Luc Van Gool arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Knowledge  Self-Supervised  Pose  Relation  Matching  PDF
• 2021-08-27 Injecting Text in Self-Supervised Speech Pretraining    Zhehuai Chen, Yu Zhang, Andrew Rosenberg, Bhuvana Ramabhadran, Gary Wang, Pedro Moreno arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Contrastive_Learning  Speech_Recognition  Language_Model  Matching  PDF
• 2021-08-27 MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving    Kai Chen, Lanqing Hong, Hang Xu, Zhenguo Li, Dit-Yan Yeung arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Attention  Autonomous  PDF
• 2021-08-27 Deep Denoising Method for Side Scan Sonar Images without High-quality Reference Data    Xiaoteng Zhou, Changli Yu, Xin Yuan, Citong Luo arXiv_CV arXiv_CV  Self-Supervised  Pose  Denoising  Autonomous  PDF
• 2021-08-26 Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization    Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan, Zhe Wang arXiv_CL arXiv_CL  Transformer  Self-Supervised  Contrastive_Learning  Denoising  Summarization  PDF
• 2021-08-26 Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning    Gabriele Valvano, Andrea Leo, Sotirios A. Tsaftaris arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Self-Supervised  Relation  Attention  Medical  PDF
• 2021-08-25 Reducing Label Effort: Self-Supervised meets Active Learning    Javad Zolfaghari Bengar, Joost van de Weijer, Bartlomiej Twardowski, Bogdan Raducanu arXiv_CV arXiv_CV  Unsupervised  Recognition  Self-Supervised  PDF
• 2021-08-25 Multi-Task Self-Training for Learning General Representations    Golnaz Ghiasi, Barret Zoph, Ekin D. Cubuk, Quoc V. Le, Tsung-Yi Lin arXiv_CV arXiv_CV  Segmentation  Recognition  3D  Knowledge  Self-Supervised  Face  Classification  Detection  PDF
• 2021-08-25 Learning From Long-Tailed Data With Noisy Labels    Shyamgopal Karthik, Jérome Revaud, Chidlovskii Boris arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  PDF
• 2021-08-24 Graph Neural Networks: Methods, Applications, and Opportunities    Lilapati Waikhom, Ripon Patgiri arXiv_AI arXiv_AI  Unsupervised  Recognition  Speech  Self-Supervised  Survey  Deep_Learning  Relation  Speech_Recognition  Inference  PDF
• 2021-08-24 Prompt-Learning for Fine-Grained Entity Typing    Ning Ding, Yulin Chen, Xu Han, Guangwei Xu, Pengjun Xie, Hai-Tao Zheng, Zhiyuan Liu, Juanzi Li, Hong-Gee Kim arXiv_AI arXiv_AI  Sentiment_Classification  Zero-Shot  Optimization  Knowledge  Self-Supervised  Pose  Classification  Sentiment  Few-Shot  Attention  Inference  Language_Model  PDF
• 2021-08-24 Learning Spatiotemporal Occupancy Grid Maps for Lifelong Navigation in Dynamic Scenes    Hugues Thomas, Matthieu Gallet de Saint Aurin, Jian Zhang, Timothy D. Barfoot arXiv_RO arXiv_RO  Segmentation  Semantic_Segmentation  3D  Self-Supervised  Pose  Quantitative  Prediction  PDF
• 2021-08-23 Learning Motion Priors for 4D Human Body Capture in 3D Scenes    Siwei Zhang, Yan Zhang, Federica Bogo, Marc Pollefeys, Siyu Tang arXiv_AI arXiv_AI  3D  Self-Supervised  Pose  Action  PDF
• 2021-08-23 How Transferable Are Self-supervised Features in Medical Image Classification Tasks?    Tuan Truong, Sadegh Mohammadi, Matthias Lenga arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Self-Supervised  Classification  Detection  Medical  Image_Classification  PDF
• 2021-08-22 From Agile Ground to Aerial Navigation: Learning from Learned Hallucination    Zizhao Wang, Xuesu Xiao, Alexander J Nettekoven, Kadhiravan Umasankar, Anika Singh, Sriram Bommakanti, Ufuk Topcu, Peter Stone arXiv_RO arXiv_RO  Optimization  Self-Supervised  Autonomous  PDF
• 2021-08-22 Using Large Pre-Trained Models with Cross-Modal Attention for Multi-Modal Emotion Recognition    Krishna D N arXiv_SD arXiv_SD  Recognition  Bert  Speech  Self-Supervised  Pose  Emotion  Action  Attention  PDF
• 2021-08-20 Self-Rule to Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection    Christian Abbet, Linda Studer, Andreas Fischer, Heather Dawson, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran arXiv_CV arXiv_CV  Unsupervised  Knowledge  Self-Supervised  Pose  Classification  Detection  PDF
• 2021-08-20 Geometry-Aware Self-Training for Unsupervised Domain Adaptationon Object Point Clouds    Longkun Zou, Hui Tang, Ke Chen, Kui Jia arXiv_CV arXiv_CV  Unsupervised  Point_Cloud  Represenation_Learning  Regularization  Self-Supervised  Pose  Classification  PDF
• 2021-08-20 Self-supervised learning for joint SAR and multispectral land cover classification    Antonio Montanaro, Diego Valsesia, Giulia Fracastoro, Enrico Magli arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  PDF
• 2021-08-19 Detection of Illicit Drug Trafficking Events on Instagram: A Deep Multimodal Multilabel Learning Approach    Chuanbo Hu, Minglei Yin, Bin Liu, Xin Li, Yanfang Ye arXiv_AI arXiv_AI  Transformer  Bert  Self-Supervised  Pose  Detection  PDF
• 2021-08-19 Fine-grained Semantics-aware Representation Enhancement for Self-supervised Monocular Depth Estimation    Hyunyoung Jung, Eunhyeok Park, Sungjoo Yoo arXiv_CV arXiv_CV  Enhancement  Knowledge  Self-Supervised  Pose  PDF
• 2021-08-19 StructDepth: Leveraging the structural regularities for self-supervised indoor depth estimation    Boying Li, Yuan Huang, Zeyu Liu, Danping Zou, Wenxian Yu arXiv_CV arXiv_CV  3D  Self-Supervised  Face  PDF
• 2021-08-19 Concurrent Discrimination and Alignment for Self-Supervised Feature Learning    Anjan Dutta, Massimiliano Mancini, Zeynep Akata arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Self-Supervised  Pose  Action  Quantitative  Classification  PDF
• 2021-08-19 Self-Supervised Video Representation Learning with Meta-Contrastive Network    Yuanze Lin, Xun Guo, Yan Lu arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Video_Retrieval  PDF
• 2021-08-18 Self-Supervised Visual Representations Learning by Contrastive Mask Prediction    Yucheng Zhao, Guangting Wang, Chong Luo, Wenjun Zeng, Zheng-Jun Zha arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Caption  Prediction  PDF
• 2021-08-17 Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry    Arij Bouazizi, Julian Wiederer, Ulrich Kressel, Vasileios Belagiannis arXiv_CV arXiv_CV  3D  Pose_Estimation  Self-Supervised  Pose  Inference  PDF
• 2021-08-17 MVCNet: Multiview Contrastive Network for Unsupervised Representation Learning for 3D CT Lesions    Penghua Zhai, Huaiwei Cong, Gangming Zhao, Chaowei Fang, Jinpeng Li arXiv_AI arXiv_AI  Embedding  Unsupervised  3D  Represenation_Learning  Self-Supervised  Pose  Classification  Deep_Learning  PDF
• 2021-08-17 Look Who's Talking: Active Speaker Detection in the Wild    You Jin Kim, Hee-Soo Heo, Soyeon Choe, Soo-Whan Chung, Yoohwan Kwon, Bong-Jin Lee, Youngki Kwon, Joon Son Chung arXiv_CV arXiv_CV  Speech  Self-Supervised  Face  Detection  Activity  PDF
• 2021-08-17 Self-supervised Monocular Depth Estimation for All Day Images using Domain Separation    Lina Liu, Xibin Song, Mengmeng Wang, Yong Liu, Liangjun Zhang arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  GAN  PDF
• 2021-08-17 Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images    Xiaochen Zheng, Benjamin Kellenberger, Rui Gong, Irena Hajnsek, Devis Tuia arXiv_CV arXiv_CV  Recognition  Self-Supervised  Contrastive_Learning  Action  Deep_Learning  PDF
• 2021-08-17 Investigating a Baseline Of Self Supervised Learning Towards Reducing Labeling Costs For Image Classification    Hilal AlQuabeh, Ameera Bawazeer, Abdulateef Alhashmi arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-08-16 Clustering augmented Self-Supervised Learning: Anapplication to Land Cover Mapping    Rahul Ghosh, Xiaowei Jia, Chenxi Lin, Zhenong Jin, Vipin Kumar arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  PDF
• 2021-08-16 Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Pathology    Chetan L Srinidhi, Anne L Martel arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  PDF
• 2021-08-15 SSH: A Self-Supervised Framework for Image Harmonization    Yifan Jiang, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin, Kalyan Sunkavalli, Simon Chen, Sohrab Amirghodsi, Sarah Kong, Zhangyang Wang arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Matching  PDF
• 2021-08-15 Self-supervised Contrastive Learning of Multi-view Facial Expressions    Shuvendu Roy, Ali Etemad arXiv_CV arXiv_CV  Embedding  Recognition  Self-Supervised  Pose  Contrastive_Learning  Action  PDF
• 2021-08-14 Contrastive Self-supervised Sequential Recommendation with Robust Augmentation    Zhiwei Liu, Yongjun Chen, Jia Li, Philip S. Yu, Julian McAuley, Caiming Xiong arXiv_AI arXiv_AI  Transformer  Sparse  Self-Supervised  Pose  Contrastive_Learning  Action  Relation  Recommendation  PDF
• 2021-08-14 Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring    Omiros Pantazis, Gabriel Brostow, Kate Jones, Oisin Mac Aodha arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Classification  Relation  PDF
• 2021-08-13 GeoCLR: Georeference Contrastive Learning for Efficient Seafloor Image Interpretation    Takaki Yamada, Adam Prügel-Bennett, Stefan B. Williams, Oscar Pizarro, Blair Thornton arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Contrastive_Learning  Classification  CNN  Autonomous  PDF
• 2021-08-13 Is Pseudo-Lidar needed for Monocular 3D Object detection?    Dennis Park, Rares Ambrus, Vitor Guizilini, Jie Li, Adrien Gaidon arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-08-13 Dual Path Learning for Domain Adaptation of Semantic Segmentation    Yiting Cheng, Fangyun Wei, Jianmin Bao, Dong Chen, Fang Wen, Wenqiang Zhang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  Inference  PDF
• 2021-08-12 A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis    Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, Michael B. Gotway, Jianming Liang arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Self-Supervised  Deep_Learning  Medical  PDF
• 2021-08-12 How Optimal is Greedy Decoding for Extractive Question Answering?    Or Castel, Ori Ram, Avia Efrat, Omer Levy arXiv_CL arXiv_CL  Zero-Shot  Self-Supervised  Few-Shot  Language_Model  PDF
• 2021-08-12 AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing    Katikapalli Subramanyam Kalyan, Ajit Rajasekharan, Sivanesan Sangeetha arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Bert  Knowledge  Self-Supervised  Survey  Language_Model  PDF
• 2021-08-12 Mispronunciation Detection and Correction via Discrete Acoustic Units    Zhan Zhang, Yuehai Wang, Jianyi Yang arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Pose  Detection  PDF
• 2021-08-12 Self-supervised Contrastive Learning for Irrigation Detection in Satellite Imagery    Chitra Agastya, Sirak Ghebremusse, Ian Anderson, Colorado Reed, Hossein Vahabi, Alberto Todeschini arXiv_CV arXiv_CV  Tracking  Self-Supervised  Contrastive_Learning  Deep_Learning  Detection  PDF
• 2021-08-11 Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach    Aidan M. Swope, Xander H. Rudelis, Kyle T. Story arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Classification  CNN  PDF
• 2021-08-11 Cervical Optical Coherence Tomography Image Classification Based on Contrastive Self-Supervised Texture Learning    Kaiyi Chen, Qingbin Wang, Yutao Ma arXiv_AI arXiv_AI  3D  Knowledge  Self-Supervised  Pose  Classification  Detection  Medical  CNN  Image_Classification  PDF
• 2021-08-10 How Self-Supervised Learning Can be Used for Fine-Grained Head Pose Estimation?    Mahdi pourmirzaei, gholam ali montazer, farzaneh esmaili arXiv_CV arXiv_CV  Pose_Estimation  Self-Supervised  Pose  PDF
• 2021-08-10 R4Dyn: Exploring Radar for Self-Supervised Monocular Depth Estimation of Dynamic Scenes    Stefano Gasperini, Patrick Koch, Vinzenz Dallabetta, Nassir Navab, Benjamin Busam, Federico Tombari arXiv_CV arXiv_CV  Self-Supervised  Autonomous  Inference  Prediction  PDF
• 2021-08-10 Automated Audio Captioning using Transfer Learning and Reconstruction Latent Space Similarity Regularization    Andrew Koh, Fuzhao Xue, Eng Siong Chng arXiv_CL arXiv_CL  Reconstruction  Embedding  Transfer_Learning  Regularization  Self-Supervised  Pose  Caption  PDF
• 2021-08-10 Self-supervised Consensus Representation Learning for Attributed Graph    Changshu Liu, Liangjian Wen, Zhao Kang, Guangchun Luo, Ling Tian arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Self-Supervised  Pose  Classification  CNN  PDF
• 2021-08-09 Self-supervised Learning of Occlusion Aware Flow Guided 3D Geometry Perception with Adaptive Cross Weighted Loss from Monocular Videos    Jiaojiao Fang, Guizhong Liu arXiv_CV arXiv_CV  3D  Pose_Estimation  Self-Supervised  Pose  Deep_Learning  Optical_Flow  PDF
• 2021-08-09 Encoding Heterogeneous Social and Political Context for Entity Stance Prediction    Shangbin Feng, Zilong Chen, Peisheng Yu, Minnan Luo arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Detection  Relation  GAN  CNN  Prediction  PDF
• 2021-08-09 Regularizing Nighttime Weirdness: Efficient Self-supervised Monocular Depth Estimation in the Dark    Kun Wang, Zhenyu Zhang, Zhiqiang Yan, Xiang Li, Baobei Xu, Jun Li, Jian Yang arXiv_CV arXiv_CV  Enhancement  Regularization  Knowledge  Self-Supervised  Pose  Image_Enhancement  Attention  PDF
• 2021-08-08 Skeleton-Contrastive 3D Action Representation Learning    Fida Mohammad Thoker, Hazel Doughty, Cees G.M. Snoek arXiv_CV arXiv_CV  Recognition  3D  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  PDF
• 2021-08-08 Contrastive Representation Learning for Rapid Intraoperative Diagnosis of Skull Base Tumors Imaged Using Stimulated Raman Histology    Cheng Jiang, Abhishek Bhattacharya, Joseph Linzey, Rushikesh Joshi, Sung Jik Cha, Sudharsan Srinivasan, Daniel Alber, Akhil Kondepudi, Esteban Urias, Balaji Pandian, Wajd Al-Holou, Steve Sullivan, B. Gregory Thompson, Jason Heth, Chris Freudiger, Siri Khalsa, Donato Pacione, John G. Golfinos, Sandra Camelo-Piragua, Daniel A. Orringer, Honglak Lee, Todd Hollon arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Contrastive_Learning  CNN  PDF
• 2021-08-07 W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training    Yu-An Chung, Yu Zhang, Wei Han, Chung-Cheng Chiu, James Qin, Ruoming Pang, Yonghui Wu arXiv_SD arXiv_SD  Unsupervised  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  Contrastive_Learning  Language_Model  Prediction  PDF
• 2021-08-06 Spatiotemporal Contrastive Learning of Facial Expressions in Videos    Shuvendu Roy, Ali Etemad arXiv_CV arXiv_CV  Recognition  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-08-06 Improving Contrastive Learning by Visualizing Feature Transformation    Rui Zhu, Bingchen Zhao, Jingen Liu, Zhenglong Sun, Chang Wen Chen arXiv_CV arXiv_CV  Unsupervised  Knowledge  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-08-06 StrucTexT: Structured Text Understanding with Multi-Modal Transformers    Yulin Li, Yuxi Qian, Yuchen Yu, Xiameng Qin, Chengquan Zhang, Yan Liu, Kun Yao, Junyu Han, Jingtuo Liu, Errui Ding arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Language_Model  Prediction  PDF
• 2021-08-05 Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina    Jan Kukačka, Anja Zenz, Marcel Kollovieh, Dominik Jüstel, Vasilis Ntziachristos arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Few-Shot  PDF
• 2021-08-05 Semi- and Self-Supervised Multi-View Fusion of 3D Microscopy Images using Generative Adversarial Networks    Canyu Yang, Dennis Eschweiler, Johannes Stegmaier arXiv_CV arXiv_CV  3D  Adversarial  Self-Supervised  Pose  GAN  CNN  PDF
• 2021-08-05 Video Contrastive Learning with Global Context    Haofei Kuang, Yi Zhu, Zhi Zhang, Xinyu Li, Joseph Tighe, Sören Schwertfeger, Cyrill Stachniss, Mu Li arXiv_AI arXiv_AI  Image_Caption  Represenation_Learning  Regularization  Self-Supervised  Action_Localization  Pose  Contrastive_Learning  Action  Classification  Video_Retrieval  PDF
• 2021-08-05 A Low Rank Promoting Prior for Unsupervised Contrastive Learning    Yu Wang, Jingyang Lin, Qi Cai, Yingwei Pan, Ting Yao, Hongyang Chao, Tao Mei arXiv_AI arXiv_AI  Segmentation  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-08-05 Adaptive Residue-wise Profile Fusion for Low Homologous Protein SecondaryStructure Prediction Using External Knowledge    Qin Wang, Jun Wei, Boyuan Wang, Zhen Li1, Sheng Wang, Shuguang Cu arXiv_AI arXiv_AI  Bert  Knowledge  Self-Supervised  Pose  Attention  Prediction  PDF
• 2021-08-04 Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization    Rui Qian, Yuxi Li, Huabin Liu, John See, Shuangrui Ding, Xian Liu, Dian Li, Weiyao Lin arXiv_CV arXiv_CV  Video_Caption  Optimization  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2021-08-04 Semi-weakly Supervised Contrastive Representation Learning for Retinal Fundus Images    Boon Peng Yap, Beng Koon Ng arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Weakly_Supervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Medical  PDF
• 2021-08-04 Self-Supervised Learning of Depth and Ego-Motion from Video by Alternative Training and Geometric Constraints from 3D to 2D    Jiaojiao Fang, Guizhong Liu arXiv_CV arXiv_CV  Point_Cloud  3D  Optimization  Self-Supervised  Pose  Relation  Attention  PDF
• 2021-08-04 Generic Neural Architecture Search via Regression    Yuhong Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen arXiv_AI arXiv_AI  NAS  RNN  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-08-03 Solo-learn: A Library of Self-supervised Methods for Visual Representation Learning    Victor G. Turrisi da Costa, Enrico Fini, Moin Nabi, Nicu Sebe, Elisa Ricci arXiv_CV arXiv_CV  OCR  Represenation_Learning  Self-Supervised  PDF
• 2021-08-02 Self-Supervised Disentangled Representation Learning for Third-Person Imitation Learning    Jinghuan Shang, Michael S. Ryoo arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Action  PDF
• 2021-08-02 Analyzing Speaker Information in Self-Supervised Models to Improve Zero-Resource Speech Processing    Benjamin van Niekerk, Leanne Nortje, Matthew Baas, Herman Kamper arXiv_SD arXiv_SD  Speech  Self-Supervised  Pose  Language_Model  PDF
• 2021-08-02 Self-supervised Answer Retrieval on Clinical Notes    Paul Grundmann, Sebastian Arnold, Alexander Löser arXiv_CL arXiv_CL  Transformer  Zero-Shot  Self-Supervised  Medical  Language_Model  Matching  PDF
• 2021-08-02 Self-Supervised Feature Learning of 1D Convolutional Neural Networks with Contrastive Loss Using In-Ear Microphone Audio for Eating Detection    Vasileios Papapanagiotou, Christos Diou, Anastasios Delopoulos arXiv_SD arXiv_SD  Self-Supervised  Pose  Classification  Detection  CNN  Image_Classification  PDF
• 2021-08-02 Self-supervised Audiovisual Representation Learning for Remote Sensing Data    Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Represenation_Learning  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-08-01 CERL: A Unified Optimization Framework for Light Enhancement with Realistic Noise    Zeyuan Chen, Yifan Jiang, Dong Liu, Zhangyang Wang arXiv_CV arXiv_CV  Enhancement  Optimization  Self-Supervised  Quantitative  Denoising  PDF
• 2021-08-01 Self-supervised Learning with Local Attention-Aware Feature    Trung X. Pham, Rusty John Lloyd Mina, Dias Issa, Chang D. Yoo arXiv_CV arXiv_CV  Self-Supervised  Pose  Attention  PDF
• 2021-08-01 SSPU-Net: Self-Supervised Point Cloud Upsampling via Differentiable Rendering    Yifan Zhao, Le Hui, Jin Xie arXiv_CV arXiv_CV  Point_Cloud  3D  Sparse  Self-Supervised  Pose  PDF
• 2021-08-01 Visual Boundary Knowledge Translation for Foreground Segmentation    Zunlei Feng, Lechao Cheng, Xinchao Wang, Xiang Wang, Yajie Liu, Xiangtong Du, Mingli Song arXiv_CV arXiv_CV  Segmentation  Recognition  Knowledge  Adversarial  Self-Supervised  Pose  PDF
• 2021-08-01 BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning    Jinyuan Jia, Yupei Liu, Neil Zhenqiang Gong arXiv_CV arXiv_CV  Gradient_Descent  Optimization  Self-Supervised  Pose  PDF
• 2021-07-31 Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction    Mingyuan Luo, Xin Yang, Xiaoqiong Huang, Yuhao Huang, Yuxin Zou, Xindi Hu, Nishant Ravikumar, Alejandro F Frangi, Dong Ni arXiv_CV arXiv_CV  Reconstruction  3D  Optimization  Knowledge  Adversarial  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-07-30 Object-aware Contrastive Learning for Debiased Scene Representation    Sangwoo Mo, Hyunwoo Kang, Kihyuk Sohn, Chun-Liang Li, Jinwoo Shin arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2021-07-30 On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals    Haizhou Shi, Youcai Zhang, Siliang Tang, Wenjie Zhu, Yaqian Li, Yandong Guo, Yueting Zhuang arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Contrastive_Learning  PDF
• 2021-07-30 Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-modal Pretraining    Xunlin Zhan, Yangxin Wu, Xiao Dong, Yunchao Wei, Minlong Lu, Yichi Zhang, Hang Xu, Xiaodan Liang arXiv_CV arXiv_CV  Image_Caption  Transformer  Weakly_Supervised  Self-Supervised  Pose  Caption  PDF
• 2021-07-30 Self-Supervised Regional and Temporal Auxiliary Tasks for Facial Action Unit Recognition    Jingwei Yan, Jingjing Wang, Qiang Li, Chunmao Wang, Shiliang Pu arXiv_CV arXiv_CV  Embedding  Recognition  Inpainting  Self-Supervised  Pose  Action  Relation  Optical_Flow  PDF
• 2021-07-29 Fine-Grained Classroom Activity Detection from Audio with Neural Networks    Eric Slyman, Chris Daw, Morgan Skrabut, Ana Usenko, Brian Hutchinson arXiv_SD arXiv_SD  Self-Supervised  Pose  Action  Classification  Detection  Activity  CNN  PDF
• 2021-07-29 Self-Supervised Learning for Fine-Grained Image Classification    Farha Al Breiki, Muhammad Ridzuan, Rushali Grandhe arXiv_AI arXiv_AI  Adversarial  Self-Supervised  Contrastive_Learning  Classification  GAN  Image_Classification  PDF
• 2021-07-29 Hierarchical Self-supervised Augmented Knowledge Distillation    Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  PDF
• 2021-07-28 Discovering 3D Parts from Image Collections    Chun-Han Yao, Wei-Chih Hung, Varun Jampani, Ming-Hsuan Yang arXiv_CV arXiv_CV  Reconstruction  3D  Self-Supervised  Pose  PDF
• 2021-07-28 Fast and Scalable Image Search For Histology    Chengkuan Chen, Ming Y. Lu, Drew F. K. Williamson, Tiffany Y. Chen, Andrew J. Schaumberg, Faisal Mahmood arXiv_AI arXiv_AI  Self-Supervised  Deep_Learning  PDF
• 2021-07-28 Social Processes: Self-Supervised Forecasting of Nonverbal Cues in Social Conversations    Chirag Raman, Hayley Hung, Marco Loog arXiv_CV arXiv_CV  Self-Supervised  Pose  Action  Relation  PDF
• 2021-07-28 Self-Supervised Hybrid Inference in State-Space Models    David Ruhe, Patrick Forré arXiv_AI arXiv_AI  Optimization  Knowledge  Self-Supervised  Pose  Inference  PDF
• 2021-07-28 Experimenting with Self-Supervision using Rotation Prediction for Image Captioning    Ahmed Elhagry, Karima Kadaoui arXiv_CV arXiv_CV  Image_Caption  Recognition  RNN  Self-Supervised  Medical  Caption  CNN  Prediction  PDF
• 2021-07-27 Automated Human Cell Classification in Sparse Datasets using Few-Shot Learning    Reece Walsh, Mohamed H. Abdelpakey, Mohamed S. Shehata, Mostafa M.Mohamed arXiv_AI arXiv_AI  Optimization  Sparse  Self-Supervised  Classification  Deep_Learning  Few-Shot  Medical  PDF
• 2021-07-27 Discriminative-Generative Representation Learning for One-Class Anomaly Detection    Xuan Xia, Xizhou Pan, Xing He, Jingfei Zhang, Ning Ding, Lin Ma arXiv_CV arXiv_CV  Reconstruction  Represenation_Learning  Adversarial  Self-Supervised  Pose  Detection  Attention  GAN  Prediction  PDF
• 2021-07-27 Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning    Hoifung Poon, Hai Wang, Hunter Lang arXiv_AI arXiv_AI  Text_Classification  Represenation_Learning  Knowledge  Self-Supervised  Pose  Action  Classification  Deep_Learning  Medical  Language_Model  PDF
• 2021-07-27 CCGL: Contrastive Cascade Graph Learning    Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  PDF
• 2021-07-27 Self-Supervised Video Object Segmentation by Motion-Aware Mask Propagation    Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian arXiv_CV arXiv_CV  Reconstruction  Segmentation  Self-Supervised  Pose  Inference  Matching  PDF
• 2021-07-27 Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose Estimation    Yilin Wen, Xiangyu Li, Hao Pan, Lei Yang, Zheng Wang, Taku Komura, Wenping Wang arXiv_CV arXiv_CV  Pose_Estimation  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-07-26 Don't Sweep your Learning Rate under the Rug: A Closer Look at Cross-modal Transfer of Pretrained Transformers    Danielle Rothermel, Margaret Li, Tim Rocktäschel, Jakob Foerster arXiv_AI arXiv_AI  Transformer  Self-Supervised  Language_Model  PDF
• 2021-07-26 MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments    Pan Ji, Runze Li, Bir Bhanu, Yi Xu arXiv_CV arXiv_CV  Pose_Estimation  Self-Supervised  Pose  PDF
• 2021-07-26 Continual-wav2vec2: an Application of Continual Learning for Self-Supervised Automatic Speech Recognition    Samuel Kessler, Bethan Thomas, Salah Karout arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Self-Supervised  Action  Speech_Recognition  PDF
• 2021-07-24 Hand Image Understanding via Deep Multi-Task Learning    Zhang Xiong, Huang Hongsheng, Tan Jianchao, Xu Hongmin, Yang Cheng, Peng Guozhu, Wang Lei, Liu Ji arXiv_CV arXiv_CV  Image_Caption  Reconstruction  Segmentation  3D  Pose_Estimation  Self-Supervised  Pose  Quantitative  Relation  PDF
• 2021-07-23 Adversarial Reinforced Instruction Attacker for Robust Vision-Language Navigation    Bingqian Lin, Yi Zhu, Yanxin Long, Xiaodan Liang, Qixiang Ye, Liang Lin arXiv_AI arXiv_AI  Reinforcement_Learning  Adversarial  Self-Supervised  Pose  PDF
• 2021-07-23 RewriteNet: Realistic Scene Text Image Generation via Editing Text in Real-world Image    Junyeop Lee, Yoonsik Kim, Seonghyeon Kim, Moonbin Yim, Seung Shin, Gayoung Lee, Sungrae Park arXiv_CV arXiv_CV  Self-Supervised  Pose  Scene_Text  Quantitative  PDF
• 2021-07-22 Triplet is All You Need with Random Mappings for Unsupervised Visual Representation Learning    Wenbin Li, Xuesong Yang, Meihao Kong, Lei Wang, Jing Huo, Yang Gao, Jiebo Luo arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Relation  PDF
• 2021-07-22 DeepScale: An Online Frame Size Adaptation Framework to Accelerate Visual Multi-object Tracking    Keivan Nalaie, Rong Zheng arXiv_CV arXiv_CV  Surveillance  Tracking  Object_Tracking  Self-Supervised  Pose  CNN  Inference  PDF
• 2021-07-21 S4T: Source-free domain adaptation for semantic segmentation via self-supervised selective self-training    Viraj Prabhu, Shivam Khare, Deeksha Kartik, Judy Hoffman arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  Prediction  PDF
• 2021-07-20 Large-scale graph representation learning with very deep GNNs and self-supervision    Ravichandra Addanki, Peter W. Battaglia, David Budden, Andreea Deac, Jonathan Godwin, Thomas Keck, Wai Lok Sibon Li, Alvaro Sanchez-Gonzalez, Jacklynn Stott, Shantanu Thakoor, Petar Veličković arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Denoising  PDF
• 2021-07-20 DeepSMILE: Self-supervised heterogeneity-aware multiple instance learning for DNA damage response defect classification directly from H&E whole-slide images    Yoni Schirris, Efstratios Gavves, Iris Nederlof, Hugo Mark Horlings, Jonas Teuwen arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Deep_Learning  Medical  Prediction  Recommendation  PDF
• 2021-07-20 Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction    Duy M. H. Nguyen, Truong T. N. Mai, Ngoc T. T. Than, Alexander Prange, Daniel Sonntag arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Knowledge  Self-Supervised  Classification  Medical  PDF
• 2021-07-20 MIMO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning    Xueping Peng, and Guodong Long, Tao Shen, Sen Wang, Zhendong Niu, Chengqi Zhang arXiv_AI arXiv_AI  Transformer  Embedding  Represenation_Learning  RNN  Knowledge  Knowledge_Graph  Self-Supervised  Pose  Ontology  Attention  Medical  Language_Model  Prediction  PDF
• 2021-07-20 ReSSL: Relational Self-Supervised Learning with Weak Augmentation    Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu arXiv_CV arXiv_CV  Embedding  Self-Supervised  Pose  Contrastive_Learning  Relation  Attention  PDF
• 2021-07-19 DeepSocNav: Social Navigation by Imitating Human Behaviors    Juan Pablo de Vicente, Alvaro Soto arXiv_AI arXiv_AI  Surveillance  Self-Supervised  Pose  Face  Deep_Learning  Relation  PDF
• 2021-07-19 Playful Interactions for Representation Learning    Sarah Young, Jyothish Pari, Pieter Abbeel, Lerrel Pinto arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Action  PDF
• 2021-07-19 GenRadar: Self-supervised Probabilistic Camera Synthesis based on Radar Frequencies    Carsten Ditzel, Klaus Dietmayer arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Autonomous  Inference  PDF
• 2021-07-19 Reasoning-Modulated Representations    Petar Veličković, Matko Bošnjak, Thomas Kipf, Alexander Lerchner, Raia Hadsell, Razvan Pascanu, Charles Blundell arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  PDF
• 2021-07-19 Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages    Dana Ruiter, Dietrich Klakow, Josef van Genabith, Cristina España-Bonet arXiv_CL arXiv_CL  Unsupervised  Self-Supervised  NMT  Denoising  PDF
• 2021-07-19 CETransformer: Casual Effect Estimation via Transformer Based Representation Learning    Zhenyu Guo, Shuai Zheng, Zhizhe Liu, Kun Yan, Zhenfeng Zhu arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Adversarial  Self-Supervised  Pose  Face  Relation  Attention  PDF
• 2021-07-19 Exploring Set Similarity for Dense Self-supervised Representation Learning    Zhaoqing Wang, Qiang Li, Guoxin Zhang, Pengfei Wan, Wen Zheng, Nannan Wang, Mingming Gong, Tongliang Liu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Pose  Detection  Object_Detection  Attention  Prediction  PDF
• 2021-07-19 ObserveNet Control: A Vision-Dynamics Learning Approach to Predictive Control in Autonomous Vehicles    Cosmin Ginerica, Mihai Zaha, Florin Gogianu, Lucian Busoniu, Bogdan Trasnea, Sorin Grigorescu arXiv_RO arXiv_RO  Tracking  Point_Cloud  Self-Supervised  Pose  Detection  Object_Detection  Autonomous  Prediction  PDF
• 2021-07-19 Compound Figure Separation of Biomedical Images with Side Loss    Tianyuan Yao, Chang Qu, Quan Liu, Ruining Deng, Yuanhan Tian, Jiachen Xu, Aadarsh Jha, Shunxing Bao, Mengyang Zhao, Agnes B. Fogo, Bennett A.Landman, Catie Chang, Haichun Yang, Yuankai Huo arXiv_CV arXiv_CV  Image_Caption  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-07-19 Bridging the Gap between Language Model and Reading Comprehension: Unsupervised MRC via Self-Supervision    Ning Bian, Xianpei Han, Bo Chen, Hongyu Lin, Ben He, Le Sun arXiv_CL arXiv_CL  Unsupervised  Self-Supervised  Pose  Action  Inference  Language_Model  PDF
• 2021-07-18 Unsupervised Skill-Discovery and Skill-Learning in Minecraft    Juan José Nieto, Roger Creus, Xavier Giro-i-Nieto arXiv_AI arXiv_AI  Unsupervised  Reinforcement_Learning  3D  Self-Supervised  PDF
• 2021-07-18 A Positive/Unlabeled Approach for the Segmentation of Medical Sequences using Point-Wise Supervision    Laurent Lejeune, Raphael Sznitman arXiv_CV arXiv_CV  Segmentation  Tracking  Sparse  Self-Supervised  Pose  Deep_Learning  Medical  Prediction  PDF
• 2021-07-17 Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images    Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Medical  Prediction  PDF
• 2021-07-17 Learning De-identified Representations of Prosody from Raw Audio    Jack Weston, Raphael Lenain, Udeepa Meepegama, Emil Fristed arXiv_CL arXiv_CL  Speech  Self-Supervised  Pose  PDF
• 2021-07-16 CCVS: Context-aware Controllable Video Synthesis    Guillaume Le Moing, Jean Ponce, Cordelia Schmid arXiv_CV arXiv_CV  Transformer  Adversarial  Self-Supervised  Pose  Quantitative  Optical_Flow  Prediction  PDF
• 2021-07-16 Contrastive Predictive Coding for Anomaly Detection    Puck de Haan, Sindy Löwe arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Contrastive_Learning  Detection  PDF
• 2021-07-16 Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-study    Alessio Mascolini, Dario Cardamone, Francesco Ponzio, Santa Di Cataldo, Elisa Ficarra arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Represenation_Learning  Adversarial  Self-Supervised  Classification  Deep_Learning  GAN  PDF
• 2021-07-16 Self-Supervised Learning Framework for Remote Heart Rate Estimation Using Spatiotemporal Augmentation    Hao Wang, Euijoon Ahn, Jinman Kim arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Face  Deep_Learning  PDF
• 2021-07-15 Self-Supervised Contrastive Learning with Adversarial Perturbations for Robust Pretrained Language Models    Zhao Meng, Yihan Dong, Mrinmaya Sachan, Roger Wattenhofer arXiv_CL arXiv_CL  Bert  Adversarial  Self-Supervised  Contrastive_Learning  Language_Model  PDF
• 2021-07-14 Federated Self-Training for Semi-Supervised Audio Recognition    Vasileios Tsouvalas, Aaqib Saeed, Tanir Ozcelebi arXiv_SD arXiv_SD  Recognition  Self-Supervised  Pose  Classification  PDF
• 2021-07-14 Self-Supervised Multi-Modal Alignment for Whole Body Medical Imaging    Rhydian Windsor, Amir Jamaludin, Timor Kadir, Andrew Zisserman arXiv_CV arXiv_CV  Segmentation  Unsupervised  Self-Supervised  Deep_Learning  Medical  Matching  PDF
• 2021-07-14 Graph Jigsaw Learning for Cartoon Face Recognition    Yong Li, Lingjie Lao, Zhen Cui, Shiguang Shan, Jian Yang arXiv_CV arXiv_CV  Recognition  Sparse  Self-Supervised  Pose  Face  Quantitative  Classification  Face_Recognition  CNN  Inference  PDF
• 2021-07-14 Detection of Abnormal Behavior with Self-Supervised Gaze Estimation    Suneung-Kim, Seong-Whan Lee arXiv_CV arXiv_CV  Self-Supervised  Pose  Face  Deep_Learning  Gaze_Estimation  Detection  PDF
• 2021-07-13 Tourbillon: a Physically Plausible Neural Architecture    Mohammadamin Tavakoli, Pierre Baldi, Peter Sadowski arXiv_AI arXiv_AI  Gradient_Descent  Self-Supervised  Face  Deep_Learning  PDF
• 2021-07-13 Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation    Fabrizio J. Piva, Gijs Dubbelman arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Sparse  Self-Supervised  Pose  Prediction  PDF
• 2021-07-13 eProduct: A Million-Scale Visual Search Benchmark to Address Product Recognition Challenges    Jiangbo Yuan, An-Ti Chiang, Wen Tang, Antonio Haro arXiv_CV arXiv_CV  Recognition  Self-Supervised  Classification  PDF
• 2021-07-13 Kit-Net: Self-Supervised Learning to Kit Novel 3D Objects into Novel 3D Cavities    Shivin Devgon, Jeffrey Ichnowski, Michael Danielczuk, Daniel S. Brown, Ashwin Balakrishna, Shirin Joshi, Eduardo M. C. Rocha, Eugen Solowjow, Ken Goldberg arXiv_AI arXiv_AI  3D  Self-Supervised  Deep_Learning  CNN  Matching  PDF
• 2021-07-12 End-to-end Multi-modal Video Temporal Grounding    Yi-Wen Chen, Yi-Hsuan Tsai, Ming-Hsuan Yang arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Action  Caption  Activity  Optical_Flow  PDF
• 2021-07-12 Direct speech-to-speech translation with discrete units    Ann Lee, Peng-Jen Chen, Changhan Wang, Jiatao Gu, Xutai Ma, Adam Polyak, Yossi Adi, Qing He, Yun Tang, Juan Pino, Wei-Ning Hsu arXiv_CL arXiv_CL  Speech  Self-Supervised  Pose  Attention  Text_Generation  Inference  PDF
• 2021-07-12 Geographical Knowledge-driven Representation Learning for Remote Sensing Images    Wenyuan Li, Keyan Chen, Hao Chen, Zhenwei Shi arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Scene_Classification  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Deep_Learning  Detection  Object_Detection  PDF
• 2021-07-11 Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation    Yuqian Chen, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Fan Zhang, Lauren J. O'Donnell arXiv_CV arXiv_CV  Segmentation  Embedding  Unsupervised  Self-Supervised  Pose  Classification  Deep_Learning  CNN  PDF
• 2021-07-11 A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation    Euijoon Ahn, Dagan Feng, Jinman Kim arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Deep_Learning  Medical  PDF
• 2021-07-10 Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation    Hao Zheng, Jun Han, Hongxiao Wang, Lin Yang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-07-10 Learning 3D Dense Correspondence via Canonical Point Autoencoder    An-Chieh Cheng, Xueting Li, Min Sun, Ming-Hsuan Yang, Sifei Liu arXiv_CV arXiv_CV  Segmentation  Point_Cloud  3D  Self-Supervised  Pose  Face  PDF
• 2021-07-10 Layer-wise Analysis of a Self-supervised Speech Representation Model    Ankita Pasad, Ju-Chieh Chou, Karen Livescu arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Relation  Speech_Recognition  PDF
• 2021-07-09 Self-Supervised Generative Adversarial Network for Depth Estimation in Laparoscopic Images    Baoru Huang, Jianqing Zheng, Anh Nguyen, David Tuch, Kunal Vyas, Stamatia Giannarou, Daniel S. Elson arXiv_CV arXiv_CV  Reconstruction  Unsupervised  3D  Adversarial  Self-Supervised  Pose  GAN  CNN  PDF
• 2021-07-09 Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation    Jian Luo, Jianzong Wang, Ning Cheng, Jing Xiao arXiv_SD arXiv_SD  Transformer  Recognition  Regularization  Speech  Self-Supervised  Pose  Classification  Attention  PDF
• 2021-07-08 Improved Language Identification Through Cross-Lingual Self-Supervised Learning    Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-07-08 Investigate the Essence of Long-Tailed Recognition from a Unified Perspective    Lei Liu, Li Liu arXiv_CV arXiv_CV  Recognition  Self-Supervised  Relation  PDF
• 2021-07-08 Video 3D Sampling for Self-supervised Representation Learning    Wei Li, Dezhao Luo, Bo Fang, Yu Zhou, Weiping Wang arXiv_CV arXiv_CV  Recognition  3D  Represenation_Learning  Self-Supervised  Pose  Action_Recognition  Action  Video_Retrieval  PDF
• 2021-07-07 Self-supervised Outdoor Scene Relighting    Ye Yu, Abhimitra Meka, Mohamed Elgharib, Hans-Peter Seidel, Christian Theobalt, William A. P. Smith arXiv_CV arXiv_CV  Self-Supervised  Pose  Prediction  PDF
• 2021-07-07 SelfCF: A Simple Framework for Self-supervised Collaborative Filtering    Xin Zhou, Aixin Sun, Yong Liu, Jie Zhang, Chunyan Miao arXiv_AI arXiv_AI  Embedding  Self-Supervised  Pose  Action  Recommendation  PDF
• 2021-07-06 Multi-Level Graph Contrastive Learning    Pengpeng Shao, Tong Liu, Dawei Zhang, Jianhua Tao, Feihu Che, Guohua Yang arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-07-06 Detecting Outliers with Poisson Image Interpolation    Jeremy Tan, Benjamin Hou, Thomas Day, John Simpson, Daniel Rueckert, Bernhard Kainz arXiv_CV arXiv_CV  Reconstruction  Embedding  Self-Supervised  Pose  Detection  PDF
• 2021-07-06 Multi-Modal Mutual Information Training for Robust Self-Supervised Deep Reinforcement Learning    Kaiqi Chen, Yong Lee, Harold Soh arXiv_AI arXiv_AI  Reinforcement_Learning  Self-Supervised  PDF
• 2021-07-05 Do Different Tracking Tasks Require Different Appearance Models?    Zhongdao Wang, Hengshuang Zhao, Ya-Li Li, Shengjin Wang, Philip H.S. Torr, Luca Bertinetto arXiv_AI arXiv_AI  Tracking  Self-Supervised  Pose  PDF
• 2021-07-05 Test-Time Personalization with a Transformer for Human Pose Estimation    Miao Hao, Yizhuo Li, Zonglin Di, Nitesh B. Gundavarapu, Xiaolong Wang arXiv_CV arXiv_CV  Transformer  Pose_Estimation  Self-Supervised  Pose  PDF
• 2021-07-05 SM-SGE: A Self-Supervised Multi-Scale Skeleton Graph Encoding Framework for Person Re-Identification    Haocong Rao, Xiping Hu, Jun Cheng, Bin Hu arXiv_AI arXiv_AI  Reconstruction  Person_Re-identification  3D  Self-Supervised  Pose  Relation  Re-identification  PDF
• 2021-07-05 Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning    Bi'an Du, Xiang Gao, Wei Hu, Xin Li arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Point_Cloud  3D  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Attention  PDF
• 2021-07-05 Learning a Model for Inferring a Spatial Road Lane Network Graph using Self-Supervision    Robin Karlsson, David Robert Wong, Simon Thompson, Kazuya Takeda arXiv_CV arXiv_CV  Self-Supervised  Autonomous  PDF
• 2021-07-05 Continual Contrastive Self-supervised Learning for Image Classification    Zhiwei Lin, Yongtao Wang, Hongxiang Lin arXiv_AI arXiv_AI  Unsupervised  Knowledge  Self-Supervised  Classification  Image_Classification  PDF
• 2021-07-04 Bag of Instances Aggregation Boosts Self-supervised Learning    Haohang Xu, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian arXiv_CV arXiv_CV  Unsupervised  Optimization  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2021-07-04 Direct Measure Matching for Crowd Counting    Hui Lin, Xiaopeng Hong, Zhiheng Ma, Xing Wei, Yunfeng Qiu, Yaowei Wang, Yihong Gong arXiv_CV arXiv_CV  Optimization  Self-Supervised  Pose  Matching  PDF
• 2021-07-03 Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks    Jinghui Qin, Xiaodan Liang, Yining Hong, Jianheng Tang, Liang Lin arXiv_CL arXiv_CL  Knowledge  Speech  Self-Supervised  Pose  Prediction  PDF
• 2021-07-02 How Incomplete is Contrastive Learning? AnInter-intra Variant Dual Representation Method forSelf-supervised Video Recognition    Lin Zhang, Qi She, Zhengyang Shen, Changhu Wang arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Video_Retrieval  PDF
• 2021-07-02 Mixed Supervision Learning for Whole Slide Image Classification    Jiahui Li, Wen Chen, Xiaodi Huang, Zhiqiang Hu, Qi Duan, Hongsheng Li, Dimitris N. Metaxas, Shaoting Zhang arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-07-01 Active Learning of Abstract Plan Feasibility    Michael Noseworthy, Caris Moses, Isaiah Brand, Sebastian Castro, Leslie Kaelbling, Tomás Lozano-Pérez, Nicholas Roy arXiv_AI arXiv_AI  Self-Supervised  Action  PDF
• 2021-07-01 Pretext Tasks selection for multitask self-supervised speech representation learning    Salah Zaiem, Titouan Parcollet, Slim Essid arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-07-01 Deep auxiliary learning for visual localization using colorization task    Mi Tian, Qiong Nie, Hao Shen, Xiahua Xia arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Attention  Autonomous  PDF
• 2021-06-30 Using Self-Supervised Feature Extractors with Attention for Automatic COVID-19 Detection from Speech    John Mendonça, Rubén Solera-Ureña, Alberto Abad, Isabel Trancoso arXiv_SD arXiv_SD  Speech  Self-Supervised  Detection  Object_Detection  Attention  PDF
• 2021-06-30 Leveraging Hidden Structure in Self-Supervised Learning    Emanuele Sansone arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  PDF
• 2021-06-30 Align Yourself: Self-supervised Pre-training for Fine-grained Recognition via Saliency Alignment    Di Wu, Siyuan Li, Zelin Zang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li arXiv_CV arXiv_CV  Recognition  Salient  Self-Supervised  Contrastive_Learning  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-06-29 As easy as APC: Leveraging self-supervised learning in the context of time series classification with varying levels of sparsity and severe class imbalance    Fiorella Wever, T. Anderson Keller, Victor Garcia, Laura Symul arXiv_AI arXiv_AI  Self-Supervised  Pose  Classification  Prediction  PDF
• 2021-06-29 Two-Stage Self-Supervised Cycle-Consistency Network for Reconstruction of Thin-Slice MR Images    Zhiyang Lu, Zheng Li, Jun Wang, Jun shi, Dinggang Shen arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Self-Supervised  Pose  Quantitative  Deep_Learning  PDF
• 2021-06-29 AutoNovel: Automatically Discovering and Learning Novel Visual Categories    Kai Han, Sylvestre-Alvise Rebuffi, Sébastien Ehrhardt, Andrea Vedaldi, Andrew Zisserman arXiv_CV arXiv_CV  Image_Caption  Unsupervised  Knowledge  Self-Supervised  Pose  Classification  PDF
• 2021-06-29 SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption    Dara Bahri, Heinrich Jiang, Yi Tay, Donald Metzler arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action  Classification  PDF
• 2021-06-28 Understanding Cognitive Fatigue from fMRI Scans with Self-supervised Learning    Ashish Jaiswal, Ashwin Ramesh Babu, Mohammad Zaki Zadeh, Fillia Makedon, Glenn Wylie arXiv_CV arXiv_CV  RNN  Self-Supervised  Pose  Action  Classification  CNN  PDF
• 2021-06-28 Multi-Task Learning for Scalable and Dense Multi-Layer Bayesian Map Inference    Lu Gan, Youngji Kim, Jessy W. Grizzle, Jeffrey M. Walls, Ayoung Kim, Ryan M. Eustice, Maani Ghaffari arXiv_RO arXiv_RO  3D  Self-Supervised  Pose  Relation  Attention  GAN  Inference  PDF
• 2021-06-28 GIFT: Generalizable Interaction-aware Functional Tool Affordances without Labels    Dylan Turpin, Liquan Wang, Stavros Tsogkas, Sven Dickinson, Animesh Garg arXiv_RO arXiv_RO  Sparse  Self-Supervised  Action  PDF
• 2021-06-28 Fractal Pyramid Networks    Zhiqiang Deng, Huimin Yu, Yangqi Long arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  Prediction  PDF
• 2021-06-28 Co$^2$L: Contrastive Continual Learning    Hyuntak Cha, Jaeho Lee, Jinwoo Shin arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-06-26 ShapeEditer: a StyleGAN Encoder for Face Swapping    Shuai Yang, Kai Qiao arXiv_AI arXiv_AI  Self-Supervised  Pose  Face  GAN  PDF
• 2021-06-26 Intrinsically Motivated Self-supervised Learning in Reinforcement Learning    Yue Zhao, Chenzhuang Du, Hang Zhao, Tiejun Li arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Represenation_Learning  Salient  Self-Supervised  Pose  PDF
• 2021-06-26 OffRoadTranSeg: Semi-Supervised Segmentation using Transformers on OffRoad environments    Anukriti Singh, Kartikeya Singh, P.B. Sujit arXiv_CV arXiv_CV  Transformer  Segmentation  3D  Self-Supervised  Pose  Autonomous  PDF
• 2021-06-25 DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders    Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei arXiv_CL arXiv_CL  Self-Supervised  Summarization  PDF
• 2021-06-25 On the Robustness of Pretraining and Self-Supervision for a Deep Learning-based Analysis of Diabetic Retinopathy    Vignesh Srinivasan, Nils Strodthoff, Jackie Ma, Alexander Binder, Klaus-Robert Müller, Wojciech Samek arXiv_CV arXiv_CV  Self-Supervised  Contrastive_Learning  Quantitative  Classification  Deep_Learning  Medical  PDF
• 2021-06-25 Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature    Yu Wang, Jinchao Li, Tristan Naumann, Chenyan Xiong, Hao Cheng, Robert Tinn, Cliff Wong, Naoto Usuyama, Richard Rogahn, Zhihong Shen, Yang Qin, Eric Horvitz, Paul N. Bennett, Jianfeng Gao, Hoifung Poon arXiv_CL arXiv_CL  Self-Supervised  Pose  Medical  PDF
• 2021-06-24 GaussiGAN: Controllable Image Synthesis with 3D Gaussians from Unposed Silhouettes    Youssef A.Mejjati, Isa Milefchik, Aaron Gokaslan, Oliver Wang, Kwang In Kim, James Tompkin arXiv_CV arXiv_CV  Reconstruction  3D  Self-Supervised  Pose  GAN  PDF
• 2021-06-24 Where are we in semantic concept extraction for Spoken Language Understanding?    Sahar Ghannay, Antoine Caubrière, Salima Mdhaffar, Gaëlle Laperrière, Bassam Jabaian, Yannick Estève arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Pose  Action  Speech_Recognition  PDF
• 2021-06-24 Self-Supervised Monocular Depth Estimation of Untextured Indoor Rotated Scenes    Benjamin Keltjens, Tom van Dijk, Guido de Croon arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-06-23 Conditional Deformable Image Registration with Convolutional Neural Network    Tony C. W. Mok, Albert C. S. Chung arXiv_CV arXiv_CV  Regularization  Self-Supervised  Pose  Deep_Learning  CNN  Inference  PDF
• 2021-06-23 STRESS: Super-Resolution for Dynamic Fetal MRI using Self-Supervised Learning    Junshen Xu, Esra Abaci Turk, P. Ellen Grant, Polina Golland, Elfar Adalsteinsson arXiv_CV arXiv_CV  Enhancement  Super_Resolution  Self-Supervised  Pose  Relation  PDF
• 2021-06-23 Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis    Zhongliang Li, Zhihao Jin, Xuechen Li, Linlin Shen arXiv_CV arXiv_CV  Recognition  Restoration  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-06-23 Deformed2Self: Self-Supervised Denoising for Dynamic Medical Imaging    Junshen Xu, Elfar Adalsteinsson arXiv_CV arXiv_CV  Transformer  Unsupervised  Self-Supervised  Pose  Deep_Learning  Relation  Denoising  Medical  Inference  PDF
• 2021-06-23 Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences    Zejian Chen, Wei Zhuo, Tianfu Wang, Wufeng Xue, Dong Ni arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Pose  Attention  GAN  Medical  Prediction  PDF
• 2021-06-22 Joint Learning of Portrait Intrinsic Decomposition and Relighting    Mona Zehni, Shaona Ghosh, Krishna Sridhar, Sethu Raman arXiv_CV arXiv_CV  Self-Supervised  Pose  Face  PDF
• 2021-06-22 Unsupervised Object-Level Representation Learning from Scene Images    Jiahao Xie, Xiaohang Zhan, Ziwei Liu, Yew Soon Ong, Chen Change Loy arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-06-22 Credal Self-Supervised Learning    Julian Lienen, Eyke Hüllermeier arXiv_AI arXiv_AI  Regularization  Knowledge  Self-Supervised  Pose  PDF
• 2021-06-22 Self-Supervised Iterative Contextual Smoothing for Efficient Adversarial Defense against Gray- and Black-Box Attack    Sungmin Cha, Naeun Ko, Youngjoon Yoo, Taesup Moon arXiv_CV arXiv_CV  Adversarial  Self-Supervised  Pose  Classification  PDF
• 2021-06-21 Simple Distillation Baselines for Improving Small Self-supervised Models    Jindong Gu, Wei Liu, Yonglong Tian arXiv_CV arXiv_CV  Self-Supervised  PDF
• 2021-06-21 Coherent, super resolved radar beamforming using self-supervised learning    Itai Orr, Moshik Cohen, Harel Damari, Meir Halachmi, Zeev Zalevsky arXiv_AI arXiv_AI  Reconstruction  Self-Supervised  Autonomous  PDF
• 2021-06-21 GraphMixup: Improving Class-Imbalanced Node Classification on Graphs by Self-supervised Context Prediction    Lirong Wu, Haitao Lin, Zhangyang Gao, Cheng Tan, Stan.Z.Li arXiv_AI arXiv_AI  Embedding  Self-Supervised  Pose  Classification  Relation  Prediction  PDF
• 2021-06-21 SODA10M: Towards Large-Scale Object Detection Benchmark for Autonomous Driving    Jianhua Han, Xiwen Liang, Hang Xu, Kai Chen, Lanqing Hong, Chaoqiang Ye, Wei Zhang, Zhenguo Li, Chunjing Xu, Xiaodan Liang arXiv_CV arXiv_CV  Self-Supervised  Detection  Object_Detection  Autonomous  PDF
• 2021-06-21 Visual Probing: Cognitive Framework for Explaining Self-Supervised Image Representations    Witold Oleszkiewicz, Dominika Basaj, Igor Sieradzki, Michał Górszczak, Barbara Rychalska, Koryna Lewandowska, Tomasz Trzciński, Bartosz Zieliński arXiv_AI arXiv_AI  Image_Caption  Represenation_Learning  Knowledge  Self-Supervised  Pose  Relation  PDF
• 2021-06-21 One Million Scenes for Autonomous Driving: ONCE Dataset    Jiageng Mao, Minzhe Niu, Chenhan Jiang, Hanxue Liang, Xiaodan Liang, Yamin Li, Chaoqiang Ye, Wei Zhang, Zhenguo Li, Jie Yu, Hang Xu, Chunjing Xu arXiv_CV arXiv_CV  Recognition  3D  Self-Supervised  Detection  Object_Detection  Attention  Autonomous  PDF
• 2021-06-21 Crop-Transform-Paste: Self-Supervised Learning for Visual Tracking    Xin Li, Wenjie Pei, Zikun Zhou, Zhenyu He, Huchuan Lu, Ming-Hsuan Yang arXiv_CV arXiv_CV  Tracking  Represenation_Learning  Self-Supervised  Pose  Few-Shot  PDF
• 2021-06-21 Trainable Class Prototypes for Few-Shot Learning    Jianyi Li, Guizhong Liu arXiv_AI arXiv_AI  Unsupervised  Self-Supervised  Pose  Classification  Few-Shot  Attention  PDF
• 2021-06-20 Improving Ultrasound Tongue Image Reconstruction from Lip Images Using Self-supervised Learning and Attention Mechanism    Haiyang Liu, Jihan Zhang arXiv_CV arXiv_CV  Reconstruction  Speech  Self-Supervised  Pose  Attention  GAN  CNN  Matching  PDF
• 2021-06-20 Remote Sensing Images Semantic Segmentation with General Remote Sensing Vision Model via a Self-Supervised Contrastive Learning Method    Haifeng Li, Yi Li, Guo Zhang, Ruoyun Liu, Haozhe Huang, Qing Zhu, Chao Tao arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  Contrastive_Learning  Classification  Matching  PDF
• 2021-06-18 Self-supervised Incremental Deep Graph Learning for Ethereum Phishing Scam Detection    Shucheng Li, Fengyuan Xu, Runchuan Wang, Sheng Zhong arXiv_AI arXiv_AI  Embedding  Self-Supervised  Pose  Action  Classification  Detection  PDF
• 2021-06-18 Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting    Martine Toering, Ioannis Gatopoulos, Maarten Stol, Vincent Tao Hu arXiv_CV arXiv_CV  Embedding  Recognition  3D  Optimization  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Optical_Flow  Inference  Prediction  Video_Retrieval  Matching  PDF
• 2021-06-18 Residual Contrastive Learning for Joint Demosaicking and Denoising    Nanqing Dong, Matteo Maggioni, Yongxin Yang, Eduardo Pérez-Pellitero, Ales Leonardis, Steven McDonagh arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Denoising  PDF
• 2021-06-18 Novelty Detection via Contrastive Learning with Negative Data Augmentation    Chengwei Chen, Yuan Xie, Shaohui Lin, Ruizhi Qiao, Jian Zhou, Xin Tan, Yi Zhang, Lizhuang Ma arXiv_AI arXiv_AI  Adversarial  Self-Supervised  Pose  Contrastive_Learning  Detection  Object_Detection  GAN  Prediction  PDF
• 2021-06-17 Efficient Self-supervised Vision Transformers for Representation Learning    Chunyuan Li, Jianwei Yang, Pengchuan Zhang, Mei Gao, Bin Xiao, Xiyang Dai, Lu Yuan, Jianfeng Gao arXiv_AI arXiv_AI  Transformer  Sparse  Represenation_Learning  Self-Supervised  Pose  Classification  Attention  Matching  PDF
• 2021-06-17 MoDist: Motion Distillation for Self-supervised Video Representation Learning    Fanyi Xiao, Joseph Tighe, Davide Modolo arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Contrastive_Learning  Action_Recognition  Action  Detection  PDF
• 2021-06-17 XCiT: Cross-Covariance Image Transformers    Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jegou arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  Action  Classification  Detection  Object_Detection  Attention  CNN  Image_Classification  PDF
• 2021-06-17 A Self-supervised Method for Entity Alignment    Xiao Liu, Haoyun Hong, Xinghao Wang, Zeyi Chen, Evgeny Kharlamov, Yuxiao Dong, Jie Tang arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Self-Supervised  Contrastive_Learning  PDF
• 2021-06-17 THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers    Mihai Zanfir, Andrei Zanfir, Eduard Gabriel Bazavan, William T. Freeman, Rahul Sukthankar, Cristian Sminchisescu arXiv_CV arXiv_CV  Transformer  Reconstruction  3D  Self-Supervised  Pose  Face  Prediction  PDF
• 2021-06-17 A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications    Yun-Hao Cao, Jianxin Wu arXiv_AI arXiv_AI  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-06-17 An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis    Levy Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  PDF
• 2021-06-17 Long-Short Temporal Contrastive Learning of Video Transformers    Jue Wang, Gedas Bertasius, Du Tran, Lorenzo Torresani arXiv_AI arXiv_AI  Transformer  Recognition  Video_Caption  3D  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Attention  PDF
• 2021-06-16 LiRA: Learning Visual Speech Representations from Audio through Self-supervision    Pingchuan Ma, Rodrigo Mira, Stavros Petridis, Björn W. Schuller, Maja Pantic arXiv_CV arXiv_CV  Speech  Self-Supervised  Pose  Action  Attention  PDF
• 2021-06-16 Techniques for Symbol Grounding with SATNet    Sever Topan, David Rolnick, Xujie Si arXiv_AI arXiv_AI  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-06-16 SPeCiaL: Self-Supervised Pretraining for Continual Learning    Lucas Caccia, Joelle Pineau arXiv_CV arXiv_CV  Unsupervised  Knowledge  Self-Supervised  Few-Shot  PDF
• 2021-06-16 Nonequilibrium thermodynamics of self-supervised learning    Domingos S. P. Salazar arXiv_AI arXiv_AI  Self-Supervised  Relation  PDF
• 2021-06-16 Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification    Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Michel Wessa, Paolo Brambilla, Pauline Favre, Mircea Polosan, Colm McDonald, Camille Marie Piguet, Edouard Duchesnay arXiv_CV arXiv_CV  Unsupervised  3D  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Medical  Matching  PDF
• 2021-06-16 Self-supervised GANs with Label Augmentation    Liang Hou, Huawei Shen, Qi Cao, Xueqi Cheng arXiv_CV arXiv_CV  Represenation_Learning  Adversarial  Self-Supervised  Pose  GAN  PDF
• 2021-06-16 Watching Too Much Television is Good: Self-Supervised Audio-Visual Representation Learning from Movies and TV Shows    Mahdi M. Kalayeh, Nagendra Kamath, Lingyi Liu, Ashok Chandrashekar arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Face  PDF
• 2021-06-15 TextStyleBrush: Transfer of Text Aesthetics from a Single Example    Praveen Krishnan, Rama Kovvuri, Guan Pang, Boris Vassilev, Tal Hassner arXiv_CV arXiv_CV  Segmentation  Handwriting  Self-Supervised  Pose  Scene_Text  Quantitative  GAN  PDF
• 2021-06-15 Self-Supervised Learning with Kernel Dependence Maximization    Yazhe Li, Roman Pogodin, Danica J. Sutherland, Arthur Gretton arXiv_AI arXiv_AI  Image_Caption  Segmentation  Semantic_Segmentation  Recognition  Bert  Self-Supervised  Classification  PDF
• 2021-06-15 BEiT: BERT Pre-Training of Image Transformers    Hangbo Bao, Li Dong, Furu Wei arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Bert  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-06-15 Interpretable Self-supervised Multi-task Learning for COVID-19 Information Retrieval and Extraction    Nima Ebadi, Peyman Najafirad arXiv_CL arXiv_CL  Self-Supervised  Pose  Action  Few-Shot  PDF
• 2021-06-15 Mean Embeddings with Test-Time Data Augmentation for Ensembling of Representations    Arsenii Ashukha, Andrei Atanov, Dmitry Vetrov arXiv_CV arXiv_CV  Embedding  Image_Retrieval  Self-Supervised  Pose  Deep_Learning  Inference  Prediction  Recommendation  Matching  PDF
• 2021-06-15 Multivariate Business Process Representation Learning utilizing Gramian Angular Fields and Convolutional Neural Networks    Peter Pfeiffer, Johannes Lahann, Peter Fettke arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Detection  CNN  Prediction  PDF
• 2021-06-14 Delving Deep into the Generalization of Vision Transformers under Distribution Shifts    Chongzhi Zhang, Mingyuan Zhang, Shanghang Zhang, Daisheng Jin, Qiang Zhou, Zhongang Cai, Haiyu Zhao, Shuai Yi, Xianglong Liu, Ziwei Liu arXiv_CV arXiv_CV  Transformer  Adversarial  Self-Supervised  PDF
• 2021-06-14 HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units    Wei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, Kushal Lakhotia, Ruslan Salakhutdinov, Abdelrahman Mohamed arXiv_AI arXiv_AI  Segmentation  Unsupervised  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  Language_Model  Prediction  PDF
• 2021-06-14 Partial success in closing the gap between human and machine vision    Robert Geirhos, Kantharaju Narayanappa, Benjamin Mitzkus, Tizian Thieringer, Matthias Bethge, Felix A. Wichmann, Wieland Brendel arXiv_AI arXiv_AI  Transformer  Adversarial  Self-Supervised  Matching  PDF
• 2021-06-14 SAS: Self-Augmented Strategy for Language Model Pre-training    Yifei Xu, Jingqiao Zhang, Ru He, Liangzhu Ge, Chao Yang, Cheng Yang, Ying Nian Wu arXiv_AI arXiv_AI  Bert  Self-Supervised  Pose  Attention  Language_Model  PDF
• 2021-06-14 Pre-Trained Models: Past, Present and Future    Han Xu, Zhang Zhengyan, Ding Ning, Gu Yuxian, Liu Xiao, Huo Yuqi, Qiu Jiezhong, Zhang Liang, Han Wentao, Huang Minlie, Jin Qin, Lan Yanyan, Liu Yang, Liu Zhiyuan, Lu Zhiwu, Qiu Xipeng, Song Ruihua, Tang Jie, Wen Ji-Rong, Yuan Jinhui, Zhao Wayne Xin, Zhu Jun arXiv_AI arXiv_AI  Transfer_Learning  Bert  Knowledge  Review  Self-Supervised  Relation  PDF
• 2021-06-14 Latent Correlation-Based Multiview Learning and Self-Supervision: A Unifying Perspective    Qi Lyu, Xiao Fu, Weiran Wang, Songtao Lu arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Regularization  Self-Supervised  Action  Relation  PDF
• 2021-06-13 HistoTransfer: Understanding Transfer Learning for Histopathology    Yash Sharma, Lubaina Ehsan, Sana Syed, Donald E. Brown arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Action  Deep_Learning  Attention  Medical  Prediction  PDF
• 2021-06-13 Noise2Score: Tweedie's Approach to Self-Supervised Image Denoising without Clean Images    Kwanyoung Kim, Jong Chul Ye arXiv_CV arXiv_CV  Self-Supervised  Denoising  PDF
• 2021-06-13 InfoBehavior: Self-supervised Representation Learning for Ultra-long Behavior Sequence via Hierarchical Grouping    Runshi Liu, Pengda Qin, Yuhong Li, Weigao Wen, Dong Li, Kefeng Deng, Qiang Wu arXiv_CL arXiv_CL  Transformer  Embedding  Represenation_Learning  Self-Supervised  Pose  Face  Action  Classification  PDF
• 2021-06-12 D2C: Diffusion-Denoising Models for Few-shot Conditional Generation    Abhishek Sinha, Jiaming Song, Chenlin Meng, Stefano Ermon arXiv_AI arXiv_AI  Self-Supervised  Few-Shot  Denoising  GAN  PDF
• 2021-06-12 Scalable Approach for Normalizing E-commerce Text Attributes    Ravi Shankar Mishra, Kartik Mehta, Nikhil Rasiwasia arXiv_CL arXiv_CL  Embedding  Unsupervised  Self-Supervised  Pose  Face  Language_Model  Matching  PDF
• 2021-06-11 A comprehensive solution to retrieval-based chatbot construction    Kristen Moore, Shenjun Zhong, Zhen He, Torsten Rudolf, Nils Fisher, Brandon Victor, Neha Jindal arXiv_AI arXiv_AI  Embedding  RNN  Self-Supervised  Contrastive_Learning  Classification  Inference  QA  PDF
• 2021-06-10 Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations    Wouter Van Gansbeke, Simon Vandenhende, Stamatios Georgoulis, Luc Van Gool arXiv_CV arXiv_CV  Segmentation  Unsupervised  Self-Supervised  Detection  Object_Detection  PDF
• 2021-06-10 Self-Supervised 3D Hand Pose Estimation from monocular RGB via Contrastive Learning    Adrian Spurr, Aneesh Dahiya, Xucong Zhang, Xi Wang, Otmar Hilliges arXiv_CV arXiv_CV  3D  Represenation_Learning  Pose_Estimation  Self-Supervised  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-06-10 PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition    Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu, Shiyu Chang, Yi-Lun Liao, Yung-Sung Chuang, Kaizhi Qian, Sameer Khurana, David Cox, James Glass arXiv_CL arXiv_CL  Recognition  Sparse  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-06-10 Adversarial Graph Augmentation to Improve Graph Contrastive Learning    Susheel Suresh, Pan Li, Cong Hao, Jennifer Neville arXiv_AI arXiv_AI  Unsupervised  Adversarial  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2021-06-10 Programming Puzzles    Tal Schuster, Ashwin Kalyan, Oleksandr Polozov, Adam Tauman Kalai arXiv_AI arXiv_AI  Self-Supervised  PDF
• 2021-06-10 MST: Masked Self-Supervised Transformer for Visual Representation    Zhaowen Li, Zhiyang Chen, Fan Yang, Wei Li, Yousong Zhu, Chaoyang Zhao, Rui Deng, Liwei Wu, Rui Zhao, Ming Tang, Jinqiao Wang arXiv_CV arXiv_CV  Transformer  Segmentation  Self-Supervised  Pose  Detection  Object_Detection  Attention  Language_Model  Prediction  PDF
• 2021-06-10 Supervising the Transfer of Reasoning Patterns in VQA    Corentin Kervadec, Christian Wolf, Grigory Antipov, Moez Baccouche, Madiha Nadri arXiv_CV arXiv_CV  Bert  Regularization  Knowledge  Self-Supervised  Pose  VQA  Attention  Prediction  QA  PDF
• 2021-06-10 Cross-domain Contrastive Learning for Unsupervised Domain Adaptation    Rui Wang, Zuxuan Wu, Zejia Weng, Jingjing Chen, Guo-Jun Qi, Yu-Gang Jiang