Self-Supervised

Self-Supervised

• 2022-01-20 Learning Pixel Trajectories with Multiscale Contrastive Random Walks    Zhangxing Bian, Allan Jabri, Alexei A. Efros, Andrew Owens arXiv_CV arXiv_CV  Segmentation  Tracking  Object_Tracking  Self-Supervised  Optical_Flow  PDF
• 2022-01-20 Revisiting Weakly Supervised Pre-Training of Visual Perception Models    Mannat Singh, Laura Gustafson, Aaron Adcock, Vinicius de Freitas Reis, Bugra Gedik, Raj Prateek Kosaraju, Dhruv Mahajan, Ross Girshick, Piotr Dollár, Laurens van der Maaten arXiv_CV arXiv_CV  Recognition  Weakly_Supervised  Zero-Shot  Self-Supervised  PDF
• 2022-01-20 DIVA-DAF: A Deep Learning Framework for Historical Document Image Analysis    Lars Vögtlin, Paul Maergner, Rolf Ingold arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Self-Supervised  Deep_Learning  PDF
• 2022-01-20 CP-Net: Contour-Perturbed Reconstruction Network for Self-Supervised Point Cloud Learning    Mingye Xu, Zhipeng Zhou, Hongbin Xu, Yali Wang, Yu Qiao arXiv_CV arXiv_CV  Reconstruction  Segmentation  Point_Cloud  3D  Self-Supervised  Pose  Classification  Contour  PDF
• 2022-01-20 CELESTIAL: Classification Enabled via Labelless Embeddings with Self-supervised Telescope Image Analysis Learning    Suhas Kotha, Anirudh Koul, Siddha Ganju, Meher Kasam arXiv_CV arXiv_CV  Image_Caption  Embedding  Unsupervised  Scene_Classification  Sparse  Image_Retrieval  Knowledge  Self-Supervised  Classification  PDF
• 2022-01-20 Self-supervised Video Representation Learning with Cascade Positive Retrieval    Cheng-En Wu, Farley Lai, Yu Hen Hu, Asim Kadav arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Contrastive_Learning  Action_Recognition  Action  Video_Retrieval  PDF
• 2022-01-20 Informative Pseudo-Labeling for Graph Neural Networks with Few Labels    Yayong Li, Jie Yin, Ling Chen arXiv_AI arXiv_AI  Regularization  Self-Supervised  Pose  Classification  PDF
• 2022-01-19 ConDor: Self-Supervised Canonicalization of 3D Pose for Partial Shapes    Rahul Sajnani, Adrien Poulenard, Jivitesh Jain, Radhika Dua, Leonidas J. Guibas, Srinath Sridhar arXiv_CV arXiv_CV  Point_Cloud  3D  Self-Supervised  Pose  Quantitative  Inference  PDF
• 2022-01-19 Using Self-Supervised Pretext Tasks for Active Learning    John Seon Keun Yi, Minseok Seo, Jongchan Park, Dong-Geol Choi arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Classification  Image_Classification  Prediction  PDF
• 2022-01-19 TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning    Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Qin Qiao, Zhijian Song arXiv_CV arXiv_CV  Transformer  Reconstruction  Optimization  Self-Supervised  Pose  Action  PDF
• 2022-01-19 Self-Supervised Deep Blind Video Super-Resolution    Haoran Bai, Jinshan Pan arXiv_CV arXiv_CV  Super_Resolution  Restoration  Self-Supervised  Pose  Deep_Learning  Optical_Flow  PDF
• 2022-01-18 OSSID: Online Self-Supervised Instance Detection by Pose Estimation    Qiao Gu, Brian Okorn, David Held arXiv_RO arXiv_RO  Zero-Shot  Pose_Estimation  Self-Supervised  Pose  Detection  Object_Detection  Inference  PDF
• 2022-01-18 Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection    Alexandros Haliassos, Rodrigo Mira, Stavros Petridis, Maja Pantic arXiv_CV arXiv_CV  Self-Supervised  Face  Classification  Detection  Object_Detection  PDF
• 2022-01-18 Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets    Anabik Pal, Zhiyun Xue, Sameer Antani arXiv_AI arXiv_AI  Self-Supervised  Pose  Classification  Image_Classification  Prediction  PDF
• 2022-01-18 RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-training    Luya Wang, Feng Liang, Yangguang Li, Wanli Ouyang, Honggang Zhang, Jing Shao arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Self-Supervised  Contrastive_Learning  Attention  PDF
• 2022-01-18 Dilated Convolutional Neural Networks for Lightweight Diacritics Restoration    Bálint Csanády, András Lukács arXiv_CL arXiv_CL  Restoration  Self-Supervised  Relation  CNN  PDF
• 2022-01-17 AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection    Zehui Chen, Zhenyu Li, Shiquan Zhang, Liangji Fang, Qinghong Jiang, Feng Zhao, Bolei Zhou, Hang Zhao arXiv_CV arXiv_CV  Point_Cloud  3D  Self-Supervised  Pose  Action  Detection  Relation  Object_Detection  Attention  Autonomous  PDF
• 2022-01-17 On Training Targets and Activation Functions for Deep Representation Learning in Text-Dependent Speaker Verification    Achintya kr. Sarkar, Zheng-Hua Tan arXiv_SD arXiv_SD  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  Prediction  PDF
• 2022-01-17 Self-Supervised Anomaly Detection by Self-Distillation and Negative Sampling    Nima Rafiee, Rahil Gholamipoorfard, Nikolas Adaloglou, Simon Jaxy, Julius Ramakers, Markus Kollmann arXiv_AI arXiv_AI  Unsupervised  Self-Supervised  Detection  PDF
• 2022-01-17 ICLEA: Interactive Contrastive Learning for Self-supervised Entity Alignment    Kaisheng Zeng, Zhenhao Dong, Lei Hou, Yixin Cao, Minghao Hu, Jifan Yu, Xin Lv, Juanzi Li, Ling Feng arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-01-16 Is Contrastive Learning Suitable for Left Ventricular Segmentation in Echocardiographic Images?    Mohamed Saeed, Rand Muhtaseb, Mohammad Yaqub arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Contrastive_Learning  Medical  PDF
• 2022-01-16 Video Transformers: A Survey    Javier Selva, Anders S. Johansen, Sergio Escalera, Kamal Nasrollahi, Thomas B. Moeslund, Albert Clapés arXiv_CV arXiv_CV  Transformer  3D  Self-Supervised  Survey  Action  Classification  Attention  PDF
• 2022-01-15 Multi-level Second-order Few-shot Learning    Hongguang Zhang, Hongdong Li, Piotr Koniusz arXiv_CV arXiv_CV  Unsupervised  Recognition  Self-Supervised  Pose  Action_Recognition  Action  Classification  Few-Shot  CNN  Image_Classification  Matching  PDF
• 2022-01-15 SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data    Minh Tran, Loi Ly, Binh-Son Hua, Ngan Le arXiv_CV arXiv_CV  Reconstruction  Segmentation  3D  Self-Supervised  Medical  PDF
• 2022-01-15 Semantic decoupled representation learning for remote sensing image change detection    Hao Chen, Yifan Zao, Liqin Liu, Song Chen, Zhenwei Shi arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Represenation_Learning  Self-Supervised  Pose  Detection  PDF
• 2022-01-14 Cost-Effective Training in Low-Resource Neural Machine Translation    Sai Koneru, Danni Liu, Jan Niehues arXiv_CL arXiv_CL  Knowledge  Self-Supervised  Pose  NMT  PDF
• 2022-01-14 Anomalous Sound Detection using Spectral-Temporal Information Fusion    Youde Liu, Jian Guan, Qiaoxi Zhu, Wenwu Wang arXiv_SD arXiv_SD  Unsupervised  Self-Supervised  Pose  Detection  PDF
• 2022-01-14 Boundary-aware Self-supervised Learning for Video Scene Segmentation    Jonghwan Mun, Minchul Shin, Gunsoo Han, Sangho Lee, Seongsu Ha, Joonseok Lee, Eun-Sol Kim arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Classification  Attention  Prediction  Matching  PDF
• 2022-01-13 SimReg: Regression as a Simple Yet Effective Tool for Self-supervised Knowledge Distillation    K L Navaneet, Soroush Abbasi Koohpayegani, Ajinkya Tejankar, Hamed Pirsiavash arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Inference  PDF
• 2022-01-13 STEdge: Self-training Edge Detection with Multi-layer Teaching and Regularization    Yunfan Ye, Renjiao Yi, Zhiping Cai, Kai Xu arXiv_CV arXiv_CV  Edge_Detection  Regularization  Salient  Self-Supervised  Pose  Detection  Prediction  PDF
• 2022-01-13 SeamlessGAN: Self-Supervised Synthesis of Tileable Texture Maps    Carlos Rodriguez-Pardo, Elena Garces arXiv_CV arXiv_CV  Adversarial  Self-Supervised  Pose  Quantitative  GAN  PDF
• 2022-01-13 Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?    Nenad Tomasev, Ioana Bica, Brian McWilliams, Lars Buesing, Razvan Pascanu, Charles Blundell, Jovana Mitrovic arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Self-Supervised  Pose  Classification  PDF
• 2022-01-13 SnapshotNet: Self-supervised Feature Learning for Point Cloud Data Segmentation Using Minimal Labeled Data    Xingye Li, Ling Zhang, Zhigang Zhu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Self-Supervised  Pose  Contrastive_Learning  Action  PDF
• 2022-01-13 S$^2$FPR: Crowd Counting via Self-Supervised Coarse to Fine Feature Pyramid Ranking    Jiaqi Gao, Zhizhong Huang, Yiming Lei, James Z. Wang, Fei-Yue Wang, Junping Zhang arXiv_AI arXiv_AI  Self-Supervised  Pose  Relation  PDF
• 2022-01-12 BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations    Daiqing Li, Huan Ling, Seung Wook Kim, Karsten Kreis, Adela Barriuso, Sanja Fidler, Antonio Torralba arXiv_CV arXiv_CV  Segmentation  Adversarial  Self-Supervised  Detection  GAN  PDF
• 2022-01-12 Multi-task Joint Strategies of Self-supervised Representation Learning on Biomedical Networks for Drug Discovery    Xiaoqi Wang, Yingjie Cheng, Yaning Yang, Fei Li, Shaoliang Peng arXiv_AI arXiv_AI  Represenation_Learning  Adversarial  Self-Supervised  Pose  Attention  Medical  PDF
• 2022-01-12 Maximizing Self-supervision from Thermal Image for Effective Self-supervised Learning of Depth and Ego-motion    Ukcheol Shin, Kyunghyun Lee, Byeong-Uk Lee, In So Kweon arXiv_RO arXiv_RO  Self-Supervised  Pose  PDF
• 2022-01-11 MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing    Xin Liu, Yuntao Wang, Sinan Xie, Xiaoyu Zhang, Zixian Ma, Daniel McDuff, Shwetak Patel arXiv_CV arXiv_CV  Self-Supervised  Pose  Few-Shot  PDF
• 2022-01-11 Motion-Focused Contrastive Learning of Video Representations    Rui Li, Yiheng Zhang, Zhaofan Qiu, Ting Yao, Dong Liu, Tao Mei arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  CNN  Optical_Flow  PDF
• 2022-01-11 Bootstrapping Informative Graph Augmentation via A Meta Learning Approach    Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Changwen Zheng, Fuchun Sun arXiv_AI arXiv_AI  Self-Supervised  Pose  Contrastive_Learning  Action  PDF
• 2022-01-10 Cross-view Self-Supervised Learning on Heterogeneous Graph Neural Network via Bootstrapping    Minjae Park arXiv_AI arXiv_AI  Self-Supervised  Pose  Contrastive_Learning  Attention  PDF
• 2022-01-10 Reproducing BowNet: Learning Representations by Predicting Bags of Visual Words    Harry Nguyen, Stone Yun, Hisham Mohammad arXiv_CV arXiv_CV  Self-Supervised  Pose  Few-Shot  CNN  PDF
• 2022-01-10 Supervised Contrastive Learning for Recommendation    Chun Yang arXiv_AI arXiv_AI  Embedding  Self-Supervised  Pose  Contrastive_Learning  Action  CNN  Recommendation  PDF
• 2022-01-09 Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning    Aditya Siddhant, Ankur Bapna, Orhan Firat, Yuan Cao, Mia Xu Chen, Isaac Caswell, Xavier Garcia arXiv_CL arXiv_CL  Self-Supervised  PDF
• 2022-01-09 Self-Supervised Feature Learning from Partial Point Clouds via Pose Disentanglement    Meng-Shiun Tsai, Pei-Ze Chiang, Yi-Hsuan Tsai, Wei-Chen Chiu arXiv_CV arXiv_CV  Reconstruction  Segmentation  Point_Cloud  Represenation_Learning  Self-Supervised  Pose  Classification  Attention  PDF
• 2022-01-07 Leveraging Scale-Invariance and Uncertainity with Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Scenes    Javed Iqbal, Rehan Hafiz, Mohsen Ali arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Self-Supervised  Pose  Inference  PDF
• 2022-01-07 Video Summarization Based on Video-text Representation    Li Haopeng, Ke Qiuhong, Gong Mingming, Zhang Rui arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Relation  Summarization  Video_Classification  PDF
• 2022-01-07 RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images    Ziteng Cui, Yingying Zhu, Lin Gu, Guo-Jun Qi, Xiaoxiao Li, Peng Gao, Zenghui Zhang, Tatsuya Harada arXiv_CV arXiv_CV  Super_Resolution  Restoration  Represenation_Learning  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2022-01-06 Enhancing Egocentric 3D Pose Estimation with Third Person Views    Ameya Dhamanaskar, Mariella Dimiccoli, Enric Corona, Albert Pumarola, Francesc Moreno-Noguer arXiv_CV arXiv_CV  Embedding  3D  Pose_Estimation  Knowledge  Self-Supervised  Pose  PDF
• 2022-01-06 Self-Training Vision Language BERTs with a Unified Conditional Model    Xiaofeng Yang, Fengmao Lv, Fayao Liu, Guosheng Lin arXiv_CV arXiv_CV  Bert  Zero-Shot  Self-Supervised  Pose  Caption  PDF
• 2022-01-05 Robust Self-Supervised Audio-Visual Speech Recognition    Bowen Shi, Wei-Ning Hsu, Abdelrahman Mohamed arXiv_SD arXiv_SD  Recognition  Bert  Represenation_Learning  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-01-05 Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction    Bowen Shi, Wei-Ning Hsu, Kushal Lakhotia, Abdelrahman Mohamed arXiv_CV arXiv_CV  Recognition  Bert  Represenation_Learning  Speech  Self-Supervised  Speech_Recognition  Prediction  PDF
• 2022-01-05 Self-Supervised Beat Tracking in Musical Signals with Polyphonic Contrastive Learning    Dorian Desblancs arXiv_SD arXiv_SD  Tracking  Self-Supervised  Contrastive_Learning  CNN  PDF
• 2022-01-05 Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training    Shu Zhang, Zihao Li, Hong-Yu Zhou, Jiechao Ma, Yizhou Yu arXiv_CV arXiv_CV  Segmentation  3D  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Medical  CNN  PDF
• 2022-01-05 Self-Supervised Approach to Addressing Zero-Shot Learning Problem    Ademola Okerinde, Sam Hoggatt, Divya Vani Lakkireddy, Nolan Brubaker, William Hsu, Lior Shamir, Brian Spiseman arXiv_CV arXiv_CV  Embedding  Zero-Shot  Self-Supervised  PDF
• 2022-01-04 Self-supervised Learning from 100 Million Medical Images    Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor, Youngjin Yoo, Dominik Neumann, Pragneshkumar Patel, R.S. Vishwanath, James M. Balter, Yue Cao, Sasa Grbic, Dorin Comaniciu arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  Detection  Medical  PDF
• 2022-01-04 Sound and Visual Representation Learning with Multiple Pretraining Tasks    Arun Balajee Vasudevan, Dengxin Dai, Luc Van Gool arXiv_CV arXiv_CV  Image_Caption  Super_Resolution  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Prediction  Video_Retrieval  PDF
• 2022-01-03 Implicit Autoencoder for Point Cloud Self-supervised Representation Learning    Siming Yan, Zhenpei Yang, Haoxiang Li, Li Guan, Hao Kang, Gang Hua, Qixing Huang arXiv_CV arXiv_CV  Point_Cloud  3D  Represenation_Learning  Knowledge  Self-Supervised  Face  PDF
• 2022-01-03 Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection    Yuxin Zhang, Jindong Wang, Yiqiang Chen, Han Yu, Tao Qin arXiv_AI arXiv_AI  Reconstruction  Unsupervised  Memory_Networks  Self-Supervised  Pose  Detection  CNN  PDF
• 2022-01-02 IQDUBBING: Prosody modeling based on discrete self-supervised speech representation for expressive voice conversion    Wendong Gan, Bolong Wen, Ying Yan, Haitao Chen, Zhichao Wang, Hongqiang Du, Lei Xie, Kaixuan Guo, Hai Li arXiv_SD arXiv_SD  Quantization  Speech  Self-Supervised  Pose  PDF
• 2021-12-31 Optimal Representations for Covariate Shift    Yangjun Ruan, Yann Dubois, Chris J. Maddison arXiv_AI arXiv_AI  Self-Supervised  PDF
• 2021-12-31 Sparse LiDAR Assisted Self-supervised Stereo Disparity Estimation    Xiaoming Zhao, Weihai Chen, Xingming Wu, Peter C. Y. Chen, Zhengguo Li arXiv_CV arXiv_CV  3D  Sparse  Self-Supervised  Pose  Relation  Matching  PDF
• 2021-12-30 Continually Learning Self-Supervised Representations with Projected Functional Regularization    Alex Gomez-Villa, Bartlomiej Twardowski, Lu Yu, Andrew D. Bagdanov, Joost van de Weijer arXiv_CV arXiv_CV  Image_Caption  Regularization  Knowledge  Self-Supervised  Pose  PDF
• 2021-12-29 Deep Graph Clustering via Dual Correlation Reduction    Yue Liu, Wenxuan Tu, Sihang Zhou, Xinwang Liu, Linxuan Song, Xihong Yang, En Zhu arXiv_CV arXiv_CV  Regularization  Self-Supervised  Pose  Relation  Attention  PDF
• 2021-12-29 Self-Supervised Robustifying Guidance for Monocular 3D Face Reconstruction    Hitika Tiwari, Min-Hung Chen, Yi-Min Tsai, Hsien-Kai Kuo, Hung-Jen Chen, Kevin Jou, K. S. Venkatesh, Yong-Sheng Chen arXiv_AI arXiv_AI  Reconstruction  3D  Self-Supervised  Pose  Face  PDF
• 2021-12-28 Multilayer Graph Contrastive Clustering Network    Liang Liu, Zhao Kang, Ling Tian, Wenbo Xu, Xixu He arXiv_AI arXiv_AI  Embedding  Self-Supervised  Pose  Attention  PDF
• 2021-12-28 A Moment in the Sun: Solar Nowcasting from Multispectral Satellite Data using Self-Supervised Learning    Akansha Singh Bansal, Trapit Bansal, David Irwin arXiv_AI arXiv_AI  RNN  Memory_Networks  Self-Supervised  Action  CNN  PDF
• 2021-12-27 SurFit: Learning to Fit Surfaces Improves Few Shot Learning on Point Clouds    Gopal Sharma, Bidya Dash, Matheus Gadelha, Aruni RoyChowdhury, Marios Loizou, Evangelos Kalogerakis, Liangliang Cao, Erik Learned-Miller, Rui Wang andSubhransu Maji arXiv_CV arXiv_CV  Segmentation  Point_Cloud  3D  Self-Supervised  Face  Few-Shot  PDF
• 2021-12-27 Improving Depth Estimation using Location Information    Ahmed Zaitoon, Hossam El Din Abd El Munim, Hazem Abbas arXiv_AI arXiv_AI  Self-Supervised  Deep_Learning  Autonomous  PDF
• 2021-12-27 Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech    Gaoussou Youssouf Kebe, Luke E. Richards, Edward Raff, Francis Ferraro, Cynthia Matuszek arXiv_AI arXiv_AI  Recognition  Speech  Self-Supervised  Action  Speech_Recognition  PDF
• 2021-12-24 Channel-Wise Attention-Based Network for Self-Supervised Monocular Depth Estimation    Jiaxing Yan, Hong Zhao, Penghui Bu, YuSheng Jin arXiv_AI arXiv_AI  3D  Self-Supervised  Pose  Attention  Prediction  PDF
• 2021-12-24 iSeg3D: An Interactive 3D Shape Segmentation Tool    Sucheng Qian, Liu Liu, Wenqiang Xu, Cewu Lu arXiv_CV arXiv_CV  Segmentation  3D  Knowledge  Self-Supervised  Pose  Action  Deep_Learning  PDF
• 2021-12-23 BANMo: Building Animatable 3D Neural Models from Many Casual Videos    Gengshan Yang, Minh Vo, Natalia Neverova, Deva Ramanan, Andrea Vedaldi, Hanbyul Joo arXiv_CV arXiv_CV  Reconstruction  Embedding  3D  Optimization  Self-Supervised  Pose  PDF
• 2021-12-23 SLIP: Self-supervision meets Language-Image Pre-training    Norman Mu, Alexander Kirillov, David Wagner, Saining Xie arXiv_CV arXiv_CV  Transformer  Recognition  Zero-Shot  Represenation_Learning  Self-Supervised  Classification  PDF
• 2021-12-23 ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation    Shuohuan Wang, Yu Sun, Yang Xiang, Zhihua Wu, Siyu Ding, Weibao Gong, Shikun Feng, Junyuan Shang, Yanbin Zhao, Chao Pang, Jiaxiang Liu, Xuyi Chen, Yuxiang Lu, Weixin Liu, Xi Wang, Yangfan Bai, Qiuliang Chen, Li Zhao, Shiyong Li, Peng Sun, Dianhai Yu, Yanjun Ma, Hao Tian, Hua Wu, Tian Wu, Wei Zeng, Ge Li, Wen Gao, Haifeng Wang arXiv_CL arXiv_CL  Knowledge  Adversarial  Self-Supervised  Pose  Language_Model  PDF
• 2021-12-23 Data Augmentation based Consistency Contrastive Pre-training for Automatic Speech Recognition    Changfeng Gao, Gaofeng Cheng, Yifan Guo, Qingwei Zhao, Pengyuan Zhang arXiv_CL arXiv_CL  Recognition  Speech  Self-Supervised  Contrastive_Learning  Speech_Recognition  PDF
• 2021-12-22 Human Activity Recognition on wrist-worn accelerometers using self-supervised neural networks    Niranjan Sridhar, Lance Myers arXiv_CV arXiv_CV  Segmentation  Recognition  Salient  Self-Supervised  Pose  Activity  PDF
• 2021-12-22 Fine-grained Multi-Modal Self-Supervised Learning    Duo Wang, Salah Karout arXiv_CV arXiv_CV  Embedding  Recognition  Image_Retrieval  Self-Supervised  Pose  Action_Recognition  Action  Attention  PDF
• 2021-12-22 Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach    Kirill Sirotkin (1), Marcos Escudero Viñolo (1), Pablo Carballeira (1), Juan Carlos SanMiguel (1) ((1) Universidad Autónoma de Madrid, Escuela Politécnica Superior, Spain) arXiv_CV arXiv_CV  Recognition  Self-Supervised  Classification  Deep_Learning  Attention  PDF
• 2021-12-22 Barely-Supervised Learning: Semi-Supervised Learning with very few labeled images    Thomas Lucas, Philippe Weinzaepfel, Gregory Rogez arXiv_CV arXiv_CV  Self-Supervised  Pose  Prediction  PDF
• 2021-12-22 Looking Beyond Corners: Contrastive Learning of Visual Representations for Keypoint Detection and Description Extraction    Henrique Siqueira, Patrick Ruhkamp, Ibrahim Halfaoui, Markus Karmann, Onay Urfalioglu arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Action  Detection  Object_Detection  PDF
• 2021-12-22 Meta-Learning and Self-Supervised Pretraining for Real World Image Translation    Ileana Rugina, Rumen Dangovski, Mark Veillette, Pooya Khorrami, Brian Cheung, Olga Simek, Marin Soljačić arXiv_CV arXiv_CV  Reinforcement_Learning  Self-Supervised  Deep_Learning  Few-Shot  PDF
• 2021-12-22 Simple and Effective Balance of Contrastive Losses    Arnaud Sors, Rafael Sampaio de Rezende, Sarah Ibrahimi, Jean-Marc Andreoli arXiv_CV arXiv_CV  Optimization  Self-Supervised  Pose  PDF
• 2021-12-21 Self-Supervised Learning based Monaural Speech Enhancement with Multi-Task Pre-Training    Yi Li, Yang Sun, Syed Mohsen Naqvi arXiv_SD arXiv_SD  Enhancement  Speech  Self-Supervised  Pose  PDF
• 2021-12-21 Self-Supervised Learning based Monaural Speech Enhancement with Complex-Cycle-Consistent    Yi Li, Yang Sun, Syed Mohsen Naqvi arXiv_SD arXiv_SD  Reconstruction  Enhancement  Speech  Self-Supervised  Pose  PDF
• 2021-12-21 Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations    Melikasadat Emami, Dung Tran, Kazuhito Koishida arXiv_SD arXiv_SD  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2021-12-20 Are Large-scale Datasets Necessary for Self-Supervised Pre-training?    Alaaeldin El-Nouby, Gautier Izacard, Hugo Touvron, Ivan Laptev, Hervé Jegou, Edouard Grave arXiv_CV arXiv_CV  Segmentation  Embedding  Sketch  Self-Supervised  Classification  Detection  Denoising  PDF
• 2021-12-20 Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis    Chaowei Fang, Liang Wang, Dingwen Zhang, Jun Xu, Yixuan Yuan, Junwei Han arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Quantitative  Medical  PDF
• 2021-12-20 Contrastive Attention Network with Dense Field Estimation for Face Completion    Xin Ma, Xiaoqiang Zhou, Huaibo Huang, Gengyun Jia, Zhenhua Chai, Xiaolin Wei arXiv_CV arXiv_CV  Recognition  Self-Supervised  Pose  Face  Face_Recognition  Attention  Inference  PDF
• 2021-12-19 UnweaveNet: Unweaving Activity Stories    Will Price, Carl Vondrick, Dima Damen arXiv_CV arXiv_CV  Self-Supervised  Pose  Action  Activity  PDF
• 2021-12-19 Denoised Labels for Financial Time-Series Data via Self-Supervised Learning    Yanqing Ma, Carmine Ventre, Maria Polukarov arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Denoising  GAN  Image_Classification  Prediction  PDF
• 2021-12-17 Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation    Krishna Chaitanya, Ertunc Erdil, Neerav Karani, Ender Konukoglu arXiv_AI arXiv_AI  Segmentation  Self-Supervised  Pose  Classification  Deep_Learning  Medical  Prediction  PDF
• 2021-12-17 Watermarking Images in Self-Supervised Latent Spaces    Pierre Fernandez, Alexandre Sablayrolles, Teddy Furon, Hervé Jégou, Matthijs Douze arXiv_CV arXiv_CV  Self-Supervised  PDF
• 2021-12-17 SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers    Lin Liu, Shanxin Yuan, Jianzhuang Liu, Xin Guo, Youliang Yan, Qi Tian arXiv_CV arXiv_CV  Transformer  Restoration  Zero-Shot  Self-Supervised  Pose  Denoising  Attention  PDF
• 2021-12-17 Unified 2D and 3D Pre-training for Medical Image classification and Segmentation    Yutong Xie, Jianpeng Zhang, Yong Xia, Qi Wu arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  3D  Self-Supervised  Pose  Classification  Medical  Image_Classification  PDF
• 2021-12-17 Expedition: A System for the Unsupervised Learning of a Hierarchy of Concepts    Omid Madani arXiv_CL arXiv_CL  Segmentation  Unsupervised  Self-Supervised  Inference  Prediction  PDF
• 2021-12-17 Domain Adaptation on Point Clouds via Geometry-Aware Implicits    Yuefan Shen, Yanchao Yang, Mi Yan, He Wang, Youyi Zheng, Leonidas Guibas arXiv_CV arXiv_CV  Unsupervised  Point_Cloud  3D  Adversarial  Self-Supervised  Pose  Attention  Autonomous  PDF
• 2021-12-16 High Fidelity Visualization of What Your Self-Supervised Representation Knows About    Florian Bordes, Randall Balestriero, Pascal Vincent arXiv_AI arXiv_AI  Embedding  Adversarial  Self-Supervised  Classification  PDF
• 2021-12-16 Masked Feature Prediction for Self-Supervised Visual Pre-Training    Chen Wei, Haoqi Fan, Saining Xie, Chao-Yuan Wu, Alan Yuille, Christoph Feichtenhofer arXiv_CV arXiv_CV  Transformer  Recognition  Knowledge  Self-Supervised  Prediction  PDF
• 2021-12-16 Bootstrap Equilibrium and Probabilistic Speaker Representation Learning for Self-supervised Speaker Verification    Sung Hwan Mun, Min Hyun Han, Dongjune Lee, Jihwan Kim, Nam Soo Kim arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Regularization  Speech  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-12-16 Contrastive Spatio-Temporal Pretext Learning for Self-supervised Video Representation    Yujia Zhang, Lai-Man Po, Xuyuan Xu, Mengyang Liu, Yexin Wang, Weifeng Ou, Yuzhi Zhao, Wing-Yin Yu arXiv_CV arXiv_CV  Video_Caption  Optimization  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Prediction  PDF
• 2021-12-16 On the Uncertain Single-View Depths in Endoscopies    Javier Rodríguez-Puigvert, David Recasens, Javier Civera, Rubén Martínez-Cantín arXiv_CV arXiv_CV  Self-Supervised  Pose  PDF
• 2021-12-16 Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning    Nassim Bouteldja, Barbara Mara Klinkhammer, Tarek Schlaich, Peter Boor, Dorit Merhof arXiv_CV arXiv_CV  Reconstruction  Segmentation  Unsupervised  Optimization  Self-Supervised  Pose  Deep_Learning  GAN  PDF
• 2021-12-16 Self-supervised Enhancement of Latent Discovery in GANs    Silpa Vadakkeeveetil Sreelatha, Adarsh Kappiyath, S Sumitra arXiv_CV arXiv_CV  Unsupervised  Enhancement  Image_Retrieval  Self-Supervised  Pose  Quantitative  GAN  PDF
• 2021-12-16 Self-Supervised Learning for speech recognition with Intermediate layer supervision    Chengyi Wang, Yu Wu, Sanyuan Chen, Shujie Liu, Jinyu Li, Yao Qian, Zhenglu Yang arXiv_CL arXiv_CL  Recognition  Bert  Speech  Self-Supervised  Pose  Relation  Speech_Recognition  Language_Model  PDF
• 2021-12-16 Self-Supervised Dynamic Graph Representation Learning via Temporal Subgraph Contrast    Linpu Jiang, Ke-Jia Chen, Jingqiang Chen arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action  Attention  Prediction  PDF
• 2021-12-16 Lacuna Reconstruction: Self-supervised Pre-training for Low-Resource Historical Document Transcription    Nikolai Vogler, Jonathan Parkes Allen, Matthew Thomas Miller, Taylor Berg-Kirkpatrick arXiv_CV arXiv_CV  Reconstruction  Recognition  Self-Supervised  SLAM  Language_Model  PDF
• 2021-12-16 Extreme Zero-Shot Learning for Extreme Text Classification    Yuanhao Xiong, Wei-Cheng Chang, Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit Dhillon arXiv_CL arXiv_CL  Transformer  Embedding  Zero-Shot  Text_Classification  Regularization  Self-Supervised  Pose  Face  Classification  Few-Shot  PDF
• 2021-12-16 Analyzing the Limits of Self-Supervision in Handling Bias in Language    Lisa Bauer, Karthik Gopalakrishnan, Spandana Gella, Yang Liu, Mohit Bansal, Dilek Hakkani-Tur arXiv_AI arXiv_AI  Self-Supervised  Pose  Action  Few-Shot  Language_Model  PDF
• 2021-12-16 Implicit Neural Representations for Deconvolving SAS Images    Albert Reed, Thomas Blanford, Daniel C. Brown, Suren Jayasuriya arXiv_CV arXiv_CV  Reconstruction  Optimization  Self-Supervised  Pose  PDF
• 2021-12-15 Rethinking Nearest Neighbors for Visual Classification    Menglin Jia, Bor-Chun Chen, Zuxuan Wu, Claire Cardie, Serge Belongie, Ser-Nam Lim arXiv_CV arXiv_CV  Self-Supervised  Classification  Deep_Learning  PDF
• 2021-12-15 Textless Speech-to-Speech Translation on Real Data    Ann Lee, Hongyu Gong, Paul-Ambroise Duquenne, Holger Schwenk, Peng-Jen Chen, Changhan Wang, Sravya Popuri, Juan Pino, Jiatao Gu, Wei-Ning Hsu arXiv_AI arXiv_AI  Knowledge  Speech  Self-Supervised  PDF
• 2021-12-15 Improving Self-supervised Learning with Automated Unsupervised Outlier Arbitration    Yu Wang, Jingyang Lin, Jingjing Zou, Yingwei Pan, Ting Yao, Tao Mei arXiv_AI arXiv_AI  Unsupervised  Self-Supervised  PDF
• 2021-12-15 Self-Supervised Monocular Depth and Ego-Motion Estimation in Endoscopy: Appearance Flow to the Rescue    Shuwei Shao, Zhongcai Pei, Weihai Chen, Wentao Zhu, Xingming Wu, Dianmin Sun, Baochang Zhang arXiv_CV arXiv_CV  Bert  Self-Supervised  Pose  SLAM  Autonomous  PDF
• 2021-12-15 Transcoded Video Restoration by Temporal Spatial Auxiliary Network    Li Xu, Gang He, Jinjia Zhou, Jie Lei, Weiying Xie, Yunsong Li, Yu-Wing Tai arXiv_CV arXiv_CV  Restoration  Self-Supervised  Pose  Attention  PDF
• 2021-12-15 Knowledge-Rich Self-Supervised Entity Linking    Sheng Zhang, Hao Cheng, Shikhar Vashishth, Cliff Wong, Jinfeng Xiao, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon arXiv_CL arXiv_CL  Bert  Zero-Shot  Knowledge  Self-Supervised  Ontology  Contrastive_Learning  Face  Classification  Few-Shot  Medical  Inference  PDF
• 2021-12-15 Gaze Estimation with Eye Region Segmentation and Self-Supervised Multistream Learning    Zunayed Mahmud, Paul Hungler, Ali Etemad arXiv_CV arXiv_CV  Segmentation  Salient  Self-Supervised  Contrastive_Learning  Gaze_Estimation  PDF
• 2021-12-14 Performance or Trust? Why Not Both. Deep AUC Maximization with Self-Supervised Learning for COVID-19 Chest X-ray Classifications    Siyuan He, Pengcheng Xi, Ashkan Ebadi, Stephane Tremblay, Alexander Wong arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Classification  Deep_Learning  Medical  PDF
• 2021-12-14 Learning to Retrieve Passages without Supervision    Ori Ram, Gal Shachaf, Omer Levy, Jonathan Berant, Amir Globerson arXiv_CL arXiv_CL  Sparse  Self-Supervised  Pose  Contrastive_Learning  QA  PDF
• 2021-12-14 Out-of-Distribution Detection without Class Labels    Niv Cohen, Ron Abutbul, Yedid Hoshen arXiv_CV arXiv_CV  Self-Supervised  Face  Detection  PDF
• 2021-12-14 On the Use of External Data for Spoken Named Entity Recognition    Ankita Pasad, Felix Wu, Suwon Shon, Karen Livescu, Kyu J. Han arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Knowledge  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-12-14 Transferrable Contrastive Learning for Visual Domain Adaptation    Yang Chen, Yingwei Pan, Yu Wang, Ting Yao, Xinmei Tian, Tao Mei arXiv_AI arXiv_AI  Self-Supervised  Contrastive_Learning  PDF
• 2021-12-14 Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking    Yidi Li, Hong Liu, Hao Tang arXiv_CV arXiv_CV  Tracking  Self-Supervised  Pose  Attention  PDF
• 2021-12-14 Improving Hybrid CTC/Attention End-to-end Speech Recognition with Pretrained Acoustic and Language Model    Keqi Deng, Songjun Cao, Yike Zhang, Long Ma arXiv_CL arXiv_CL  Transformer  Recognition  Knowledge  Speech  Self-Supervised  Pose  Attention  Speech_Recognition  Inference  Language_Model  PDF
• 2021-12-14 On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation    Binxu Wang, David Mayo, Arturo Deza, Andrei Barbu, Colin Conwell arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  PDF
• 2021-12-13 GCNDepth: Self-supervised Monocular Depth Estimation based on Graph Convolutional Network    Armin Masoumian, Hatem A. Rashwan, Saddam Abdulwahab, Julian Cristiano, Domenec Puig arXiv_CV arXiv_CV  Reconstruction  3D  Self-Supervised  Pose  Quantitative  CNN  Prediction  PDF
• 2021-12-13 Semi-Supervised Contrastive Learning for Remote Sensing: Identifying Ancient Urbanization in the South Central Andes    Jiachen Xu, James Zimmer-Dauphinee, Quan Liu, Yuxuan Shi, Steven Wernke, Yuankai Huo arXiv_CV arXiv_CV  Sparse  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Survey  Detection  PDF
• 2021-12-12 Anomaly Crossing: A New Method for Video Anomaly Detection as Cross-domain Few-shot Learning    Guangyu Sun, Zhang Liu, Lianggong Wen, Jing Shi, Chenliang Xu arXiv_CV arXiv_CV  Unsupervised  Knowledge  Self-Supervised  Pose  Detection  Few-Shot  PDF
• 2021-12-12 DeepFIB: Self-Imputation for Time Series Anomaly Detection    Minhao Liu, Zhijian Xu, Qiang Xu arXiv_AI arXiv_AI  Unsupervised  Self-Supervised  Pose  Detection  Relation  PDF
• 2021-12-12 Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-Identification    Lin Wan, Qianyan Jing, Zongyuan Sun, Chuang Zhang, Zhihang Li, Yehansen Chen arXiv_CV arXiv_CV  Surveillance  Person_Re-identification  Image_Retrieval  Self-Supervised  Re-identification  PDF
• 2021-12-11 Self-supervised Spatiotemporal Representation Learning by Exploiting Video Continuity    Hanwen Liang, Niamul Quader, Zhixiang Chi, Lizhe Chen, Peng Dai, Juwei Lu, Yang Wang arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Action_Localization  Pose  Action_Recognition  Action  Video_Retrieval  PDF
• 2021-12-10 Deep ViT Features as Dense Visual Descriptors    Shir Amir, Yossi Gandelsman, Shai Bagon, Tali Dekel arXiv_CV arXiv_CV  Transformer  Segmentation  Self-Supervised  Pose  Quantitative  PDF
• 2021-12-10 Pre-training and Fine-tuning Transformers for fMRI Prediction Tasks    Itzik Malkiel, Gony Rosenman, Lior Wolf, Talma Hendler arXiv_CV arXiv_CV  Transformer  Reconstruction  Recognition  3D  Self-Supervised  Prediction  PDF
• 2021-12-10 Learning Representations with Contrastive Self-Supervised Learning for Histopathology Applications    Karin Stacke, Jonas Unger, Claes Lundström, Gabriel Eilertsen arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Contrastive_Learning  Classification  PDF
• 2021-12-10 FaceFormer: Speech-Driven 3D Facial Animation with Transformers    Yingruo Fan, Zhaojiang Lin, Jun Saito, Wenping Wang, Taku Komura arXiv_CV arXiv_CV  Transformer  3D  Speech  Self-Supervised  Pose  Face  Attention  PDF
• 2021-12-10 Self-Ensemling for 3D Point Cloud Domain Adaption    Qing Li, Xiaojiang Peng, Qi Hao arXiv_CV arXiv_CV  Reconstruction  Segmentation  Unsupervised  Point_Cloud  3D  Knowledge  Self-Supervised  Pose  Classification  Autonomous  PDF
• 2021-12-09 Self-Supervised Bot Play for Conversational Recommendation with Justifications    Shuyang Li, Bodhisattwa Prasad Majumder, Julian McAuley arXiv_CL arXiv_CL  Knowledge  Self-Supervised  Action  Recommendation  PDF
• 2021-12-09 Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision    Liangzhe Yuan, Rui Qian, Yin Cui, Boqing Gong, Florian Schroff, Ming-Hsuan Yang, Hartwig Adam, Ting Liu arXiv_CV arXiv_CV  Tracking  Recognition  Object_Tracking  Self-Supervised  Action_Localization  Contrastive_Learning  Action_Recognition  Action  PDF
• 2021-12-09 GAN-Supervised Dense Visual Alignment    William Peebles, Jun-Yan Zhu, Richard Zhang, Antonio Torralba, Alexei Efros, Eli Shechtman arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  GAN  PDF
• 2021-12-09 Exploring the Equivalence of Siamese Self-Supervised Learning via A Unified Gradient Framework    Chenxin Tao, Honghui Wang, Xizhou Zhu, Jiahua Dong, Shiji Song, Gao Huang, Jifeng Dai arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2021-12-09 Neural Descriptor Fields: SE-Equivariant Object Representations for Manipulation    Anthony Simeonov, Yilun Du, Andrea Tagliasacchi, Joshua B. Tenenbaum, Alberto Rodriguez, Pulkit Agrawal, Vincent Sitzmann arXiv_AI arXiv_AI  3D  Optimization  Self-Supervised  Pose  PDF
• 2021-12-09 Self-Supervised Keypoint Discovery in Behavioral Videos    Jennifer J. Sun, Serim Ryou, Roni Goldshmid, Brandon Weissbourd, John Dabiri, David J. Anderson, Ann Kennedy, Yisong Yue, Pietro Perona arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  PDF
• 2021-12-09 Extending the WILDS Benchmark for Unsupervised Adaptation    Shiori Sagawa, Pang Wei Koh, Tony Lee, Irena Gao, Sang Michael Xie, Kendrick Shen, Ananya Kumar, Weihua Hu, Michihiro Yasunaga, Henrik Marklund, Sara Beery, Etienne David, Ian Stavness, Wei Guo, Jure Leskovec, Kate Saenko, Tatsunori Hashimoto, Sergey Levine, Chelsea Finn, Percy Liang arXiv_AI arXiv_AI  Unsupervised  Self-Supervised  Classification  Detection  PDF
• 2021-12-09 AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach    Xiao Song, Guorun Yang, Xinge Zhu, Hui Zhou, Yuexin Ma, Zhe Wang, Jianping Shi arXiv_CV arXiv_CV  Reconstruction  3D  Adversarial  Self-Supervised  Pose  Inference  Matching  PDF
• 2021-12-09 CaSP: Class-agnostic Semi-Supervised Pretraining for Detection and Segmentation    Lu Qi, Jason Kuen, Zhe Lin, Jiuxiang Gu, Fengyun Rao, Dian Li, Weidong Guo, Zhen Wen, Jiaya Jia arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-12-09 Self-Supervised Image-to-Text and Text-to-Image Synthesis    Anindya Sundar Das, Sriparna Saha arXiv_CV arXiv_CV  Image_Caption  Embedding  RNN  Self-Supervised  Pose  Quantitative  Deep_Learning  Relation  GAN  Text_Generation  PDF
• 2021-12-09 LipSound2: Self-Supervised Pre-Training for Lip-to-Speech Reconstruction and Lip Reading    Leyuan Qu, Cornelius Weber, Stefan Wermter arXiv_AI arXiv_AI  Reconstruction  Recognition  Speech  Self-Supervised  Pose  Face  Attention  Speech_Recognition  PDF
• 2021-12-08 Constrained Mean Shift Using Distant Yet Related Neighbors for Representation Learning    Ajinkya Tejankar, Soroush Abbasi Koohpayegani, KL Navaneet, Kossar Pourahmadi, Akshayvarun Subramanya, Hamed Pirsiavash arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-12-08 Exploring Temporal Granularity in Self-Supervised Video Representation Learning    Rui Qian, Yeqing Li, Liangzhe Yuan, Boqing Gong, Ting Liu, Matthew Brown, Serge Belongie, Ming-Hsuan Yang, Hartwig Adam, Yin Cui arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Self-Supervised  PDF
• 2021-12-08 Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework    Ching-Yun Ko, Jeet Mohapatra, Sijia Liu, Pin-Yu Chen, Luca Daniel, Lily Weng arXiv_CV arXiv_CV  Represenation_Learning  Adversarial  Self-Supervised  Pose  Contrastive_Learning  Attention  PDF
• 2021-12-08 Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization    Mufan Sang, Haoqi Li, Fang Liu, Andrew O. Arnold, Li Wan arXiv_SD arXiv_SD  Represenation_Learning  Regularization  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-12-08 Training Robust Zero-Shot Voice Conversion Models with Self-supervised Features    Trung Dang, Dung Tran, Peter Chin, Kazuhito Koishida arXiv_SD arXiv_SD  Embedding  Unsupervised  Zero-Shot  Speech  Self-Supervised  Classification  PDF
• 2021-12-08 On visual self-supervision and its effect on model robustness    Michal Kucer, Diane Oyen, Garrett Kenyon arXiv_AI arXiv_AI  Adversarial  Self-Supervised  Detection  PDF
• 2021-12-08 Self-Supervised Models are Continual Learners    Enrico Fini, Victor G. Turrisi da Costa, Xavier Alameda-Pineda, Elisa Ricci, Karteek Alahari, Julien Mairal arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  PDF
• 2021-12-08 Learning music audio representations via weak language supervision    Ilaria Manco, Emmanouil Benetos, Elio Quinton, Gyorgy Fazekas arXiv_CL arXiv_CL  Self-Supervised  Pose  Classification  Caption  PDF
• 2021-12-08 Boosting Contrastive Learning with Relation Knowledge Distillation    Kai Zheng, Yuanjiang Wang, Ye Yuan arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2021-12-07 Auxiliary Learning for Self-Supervised Video Representation via Similarity-based Knowledge Distillation    Amirhossein Dadashzadeh, Alan Whone, Majid Mirmehdi arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Self-Supervised  Pose  Prediction  PDF
• 2021-12-07 STC-mix: Space, Time, Channel mixing for Self-supervised Video Representation    Srijan Das, Michael S. Ryoo arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Action_Recognition  Action  Video_Retrieval  PDF
• 2021-12-07 ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints    Srijan Das, Michael S. Ryoo arXiv_CV arXiv_CV  Self-Supervised  Pose  PDF
• 2021-12-07 Policy Search for Model Predictive Control with Application to Agile Drone Flight    Yunlong Song, Davide Scaramuzza arXiv_AI arXiv_AI  Optimization  Self-Supervised  Pose  Drone  PDF
• 2021-12-07 BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models    Narinder Singh Punn, Sonali Agarwal arXiv_CV arXiv_CV  Segmentation  Unsupervised  Self-Supervised  Pose  Deep_Learning  Medical  PDF
• 2021-12-07 Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning    Manlin Zhang, Jinpeng Wang, Andy J. Ma arXiv_CV arXiv_CV  Video_Caption  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  CNN  PDF
• 2021-12-07 Regularity Learning via Explicit Distribution Modeling for Skeletal Video Anomaly Detection    Shoubin Yu, Zhongyin Zhao, Haoshu Fang, Andong Deng, Haisheng Su, Dongliang Wang, Weihao Gan, Cewu Lu, Wei Wu arXiv_CV arXiv_CV  Transformer  Surveillance  Reconstruction  Self-Supervised  Pose  Detection  Optical_Flow  PDF
• 2021-12-07 Time-Equivariant Contrastive Video Representation Learning    Simon Jenni, Hailin Jin arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Classification  Video_Retrieval  PDF
• 2021-12-07 Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-supervised Action Recognition    Tianyu Guo, Hong Liu, Zhan Chen, Mengyuan Liu, Tao Wang, Runwei Ding arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Attention  PDF
• 2021-12-07 TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning    Yang Liu, Keze Wang, Lingbo Liu, Haoyuan Lan, Liang Lin arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Relation  Prediction  Video_Retrieval  PDF
• 2021-12-07 Which images to label for few-shot medical landmark detection?    Quan Quan, Qingsong Yao, Jun Li, S. Kevin Zhou arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Detection  Few-Shot  Medical  PDF
• 2021-12-06 Self-Supervised Camera Self-Calibration from Video    Jiading Fang, Igor Vasiljevic, Vitor Guizilini, Rares Ambrus, Greg Shakhnarovich, Adrien Gaidon, Matthew R.Walter arXiv_CV arXiv_CV  Self-Supervised  Pose  Autonomous  PDF
• 2021-12-06 A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-Commerce    Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar, Abhinav Ravi arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Quantitative  PDF
• 2021-12-06 Learning Personal Representations from fMRIby Predicting Neurofeedback Performance    Jhonathan Osin, Lior Wolf, Guy Gurevitch, Jackob Nimrod Keynan, Tom Fruchtman-Steinbok, Ayelet Or-Borichev, Shira Reznik Balter, Talma Hendler arXiv_CV arXiv_CV  Self-Supervised  Activity  Prediction  PDF
• 2021-12-06 A Dataset-free Self-supervised Disentangled Learning Method for Adaptive Infrared and Visible Images Super-resolution Fusion    Yuanjie Gu, Zhibo Xiao, Hailun Wang, Cheng Liu, Shouyu Wang arXiv_CV arXiv_CV  Super_Resolution  Self-Supervised  Pose  Quantitative  Relation  PDF
• 2021-12-06 ActiveZero: Mixed Domain Learning for Active Stereovision with Zero Annotation    Isabella Liu, Edward Yang, Jianyu Tao, Rui Chen, Xiaoshuai Zhang, Qing Ran, Zhu Liu, Hao Su arXiv_CV arXiv_CV  Self-Supervised  Pose  Quantitative  PDF
• 2021-12-05 Implicit Neural Deformation for Multi-View Face Reconstruction    Moran Li, Haibin Huang, Yi Zheng, Mengtian Li, Nong Sang, Chongyang Ma arXiv_CV arXiv_CV  Reconstruction  3D  Optimization  Sparse  Self-Supervised  Pose  Face  PDF
• 2021-12-05 Noise Distribution Adaptive Self-Supervised Image Denoising using Tweedie Distribution and Score Matching    Kwanyoung Kim, Taesung Kwon, Jong Chul Ye arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Denoising  Matching  PDF
• 2021-12-05 Augmentation-Free Self-Supervised Learning on Graphs    Namkyeong Lee, Junseok Lee, Chanyoung Park arXiv_AI arXiv_AI  Self-Supervised  Pose  Classification  PDF
• 2021-12-04 Gated2Gated: Self-Supervised Depth Estimation from Gated Images    Amanpreet Walia, Stefanie Walz, Mario Bijelic, Fahim Mannan, Frank Julca-Aguilar, Michael Langer, Werner Ritter, Felix Heide arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  PDF
• 2021-12-04 3rd Place: A Global and Local Dual Retrieval Solution to Facebook AI Image Similarity Challenge    Xinlong Sun, Yangyang Qin, Xuyuan Xu, Guoping Gong, Yang Fang, Yexin Wang arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Face  Detection  GAN  Matching  PDF
• 2021-12-04 Toward Practical Self-Supervised Monocular Indoor Depth Estimation    Cho-Ying Wu, Jialiang Wang, Michael Hall, Ulrich Neumann, Shuochen Su arXiv_CV arXiv_CV  Self-Supervised  Pose  Quantitative  Inference  PDF
• 2021-12-04 Unsupervised Domain Generalization by Learning a Bridge Across Domains    Sivan Harary, Eli Schwartz, Assaf Arbelle, Peter Staar, Shady Abu-Hussein, Elad Amrani, Roei Herzig, Amit Alfassy, Raja Giryes, Hilde Kuehne, Dina Katabi, Kate Saenko, Rogerio Feris, Leonid Karlinsky arXiv_CV arXiv_CV  Unsupervised  Sketch  Self-Supervised  Few-Shot  PDF
• 2021-12-04 Ablation study of self-supervised learning for image classification    Ilias Papastratis arXiv_CV arXiv_CV  Transformer  Recognition  Self-Supervised  Classification  CNN  Image_Classification  PDF
• 2021-12-04 A Multi-Strategy based Pre-Training Method for Cold-Start Recommendation    Bowen Hao, Hongzhi Yin, Jing Zhang, Cuiping Li, Hong Chen arXiv_AI arXiv_AI  Transformer  Reconstruction  Embedding  Self-Supervised  Pose  Contrastive_Learning  Relation  Inference  Recommendation  PDF
• 2021-12-04 Self-supervised Graph Learning for Occasional Group Recommendation    Bowen Hao, Hongzhi Yin, Jing Zhang, Cuiping Li, Hong Chen arXiv_AI arXiv_AI  Embedding  Self-Supervised  Pose  Contrastive_Learning  Action  Relation  Attention  Recommendation  PDF
• 2021-12-04 Hyper-GAN: Transferring Unconditional to Conditional GANs with HyperNetworks    Héctor Laria, Yaxing Wang, Joost van de Weijer, Bogdan Raducanu arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Self-Supervised  Pose  GAN  PDF
• 2021-12-03 Novel Class Discovery in Semantic Segmentation    Yuyang Zhao, Zhun Zhong, Nicu Sebe, Gim Hee Lee arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Salient  Knowledge  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-12-03 SSDL: Self-Supervised Dictionary Learning    Shuai Shao, Lei Xing, Wei Yu, Rui Xu, Yanjiang Wang, Baodi Liu arXiv_CV arXiv_CV  Unsupervised  Recognition  Self-Supervised  Pose  Attention  Activity  PDF
• 2021-12-03 Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks    Peri Akiva, Matthew Purri, Matthew Leotta arXiv_AI arXiv_AI  Segmentation  Unsupervised  Transfer_Learning  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Face  Classification  Detection  PDF
• 2021-12-02 A Fast Knowledge Distillation Framework for Visual Recognition    Zhiqiang Shen, Eric Xing arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-12-02 TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation    Zhaoyuan Yin, Pichao Wang, Fan Wang, Xianzhe Xu, Hanling Zhang, Hao Li, Rong Jin arXiv_AI arXiv_AI  Segmentation  Unsupervised  Semantic_Segmentation  Self-Supervised  Pose  PDF
• 2021-12-02 Self-supervised Video Transformer    Kanchana Ranasinghe, Muzammal Naseer, Salman Khan, Fahad Shahbaz Khan, Michael Ryoo arXiv_CV arXiv_CV  Transformer  Recognition  Knowledge  Self-Supervised  Pose  Action_Recognition  Action  Relation  PDF
• 2021-12-02 The Surprising Effectiveness of Representation Learning for Visual Imitation    Jyothish Pari, Nur Muhammad (Mahi) Shafiullah, Sridhar Pandian Arunachalam, Lerrel Pinto arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Action  PDF
• 2021-12-02 InsCLR: Improving Instance Retrieval with Self-Supervision    Zelu Deng, Yujie Zhong, Sheng Guo, Weilin Huang arXiv_CV arXiv_CV  Self-Supervised  Pose  PDF
• 2021-12-02 ScaleVLAD: Improving Multimodal Sentiment Analysis via Multi-Scale Fusion of Locally Descriptors    Huaishao Luo, Lei Ji, Yanyong Huang, Bin Wang, Shenggong Ji, Tianrui Li arXiv_AI arXiv_AI  Transformer  Self-Supervised  Pose  Sentiment  Attention  Prediction  PDF
• 2021-12-02 TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning    Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song arXiv_CV arXiv_CV  Transformer  Reconstruction  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-12-02 SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency    Devendra Singh Chaplot, Murtaza Dalal, Saurabh Gupta, Jitendra Malik, Ruslan Salakhutdinov arXiv_AI arXiv_AI  Segmentation  3D  Self-Supervised  Action  Detection  Object_Detection  PDF
• 2021-12-01 GANORCON: Are Generative Models Useful for Few-shot Segmentation?    Oindrila Saha, Zezhou Cheng, Subhransu Maji arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Contrastive_Learning  Few-Shot  GAN  PDF
• 2021-12-01 CLAWS: Contrastive Learning with hard Attention and Weak Supervision    Jansel Herrera-Gerena, Ramakrishnan Sundareswaran, John Just, Matthew Darr, Ali Jannesari arXiv_CV arXiv_CV  Self-Supervised  Contrastive_Learning  Detection  Attention  PDF
• 2021-12-01 PreViTS: Contrastive Pretraining with Video Tracking Supervision    Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik arXiv_CV arXiv_CV  Tracking  Unsupervised  Recognition  Self-Supervised  Pose  Action  Classification  Attention  Video_Classification  PDF
• 2021-12-01 Controlling Conditional Language Models with Distributional Policy Gradients    Tomasz Korbak, Hady Elsahar, German Kruszewski, Marc Dymetman arXiv_CL arXiv_CL  Self-Supervised  Pose  Summarization  Language_Model  PDF
• 2021-12-01 Object-Aware Cropping for Self-Supervised Learning    Shlok Mishra, Anshul Shah, Ankan Bansal, Abhyuday Jagannatha, Abhishek Sharma, David Jacobs, Dilip Krishnan arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Classification  Detection  Object_Detection  PDF
• 2021-12-01 Unleashing the Potential of Unsupervised Pre-Training with Intra-Identity Regularization for Person Re-Identification    Zizheng Yang, Xin Jin, Kecheng Zheng, Feng Zhao arXiv_CV arXiv_CV  Person_Re-identification  Unsupervised  Represenation_Learning  Regularization  Self-Supervised  Contrastive_Learning  Classification  Re-identification  PDF
• 2021-11-30 Boosting Discriminative Visual Representation Learning with Scenario-Agnostic Mixup    Siyuan Li, Zicheng Liu, Di Wu, Zihan Liu, Stan Z. Li arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Classification  Attention  PDF
• 2021-11-30 MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning    Sara Atito, Muhammad Awais, Ammarah Farooq, Zhenhua Feng, Josef Kittler arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-11-30 SP-SEDT: Self-supervised Pre-training for Sound Event Detection Transformer    Zhirong Ye, Xiangdong Wang, Hong Liu, Yueliang Qian, Rui Tao, Long Yan, Kazushige Ouchi arXiv_SD arXiv_SD  Transformer  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-11-30 NeeDrop: Self-supervised Shape Representation from Sparse Point Clouds using Needle Dropping    Alexandre Boulch, Pierre-Alain Langlois, Gilles Puy, Renaud Marlet arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  Sparse  Knowledge  Self-Supervised  Face  Quantitative  Autonomous  PDF
• 2021-11-30 In-Bed Human Pose Estimation from Unseen and Privacy-Preserving Image Domains    Ting Cao, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal arXiv_CV arXiv_CV  Pose_Estimation  Self-Supervised  Pose  Medical  Inference  PDF
• 2021-11-30 SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches    Yu Zeng, Zhe Lin, Vishal M. Patel arXiv_CV arXiv_CV  Reconstruction  Inpainting  Sketch  Self-Supervised  Pose  Action  Contour  PDF
• 2021-11-29 LEGS: Learning Efficient Grasp Sets for Exploratory Grasping    Letian Fu, Michael Danielczuk, Ashwin Balakrishna, Daniel S. Brown, Jeffrey Ichnowski, Eugen Solowjow, Ken Goldberg arXiv_RO arXiv_RO  Adversarial  Self-Supervised  Pose  PDF
• 2021-11-29 Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis    Yucheng Tang, Dong Yang, Wenqi Li, Holger Roth, Bennett Landman, Daguang Xu, Vishwesh Nath, Ali Hatamizadeh arXiv_AI arXiv_AI  Transformer  Segmentation  3D  Self-Supervised  Pose  GAN  Medical  PDF
• 2021-11-29 Exploring Alignment of Representations with Human Perception    Vedant Nanda, Ayan Majumdar, Camila Kolling, John P. Dickerson, Krishna P. Gummadi, Bradley C. Love, Adrian Weller arXiv_AI arXiv_AI  Self-Supervised  Survey  Prediction  PDF
• 2021-11-29 Improving Zero-shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions    Bogdan Mazoure, Ilya Kostrikov, Ofir Nachum, Jonathan Tompson arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-11-29 Overcoming the Domain Gap in Contrastive Learning of Neural Action Representations    Semih Günel, Florian Aymanns, Sina Honari, Pavan Ramdya, Pascal Fua arXiv_CV arXiv_CV  Embedding  Unsupervised  3D  Self-Supervised  Contrastive_Learning  Face  Action  Relation  GAN  Activity  PDF
• 2021-11-29 Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning    Julien Denize, Jaonary Rabarisoa, Astrid Orcesi, Romain Hérault, Stéphane Canu arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2021-11-29 Do We Still Need Automatic Speech Recognition for Spoken Language Understanding?    Lasse Borgholt, Jakob Drachmann Havtorn, Mostafa Abdou, Joakim Edin, Lars Maaløe, Anders Søgaard, Christian Igel arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Self-Supervised  Classification  Detection  Speech_Recognition  PDF
• 2021-11-29 IDR: Self-Supervised Image Denoising via Iterative Data Refinement    Yi Zhang, Dasong Li, Ka Lung Law, Xiaogang Wang, Hongwei Qin, Hongsheng Li arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Denoising  PDF
• 2021-11-29 Feature-Gate Coupling for Dynamic Network Pruning    Mengnan Shi, Chang Liu, Qixiang Ye, Jianbin Jiao arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2021-11-26 Self-supervised Pretraining with Classification Labels for Temporal Activity Detection    Kumara Kahatapitiya, Zhou Ren, Haoxiang Li, Zhenyu Wu, Michael S. Ryoo arXiv_CV arXiv_CV  Recognition  Self-Supervised  Pose  Action  Classification  Detection  Activity  Prediction  PDF
• 2021-11-26 ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics    Aiham Taleb, Matthias Kirchler, Remo Monti, Christoph Lippert arXiv_AI arXiv_AI  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  Relation  Medical  PDF
• 2021-11-26 Self-supervised Correlation Mining Network for Person Image Generation    Zijian Wang, Xingqun Qi, Kun Yua, Muyi Sun arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Self-Supervised  Pose  Face  Relation  PDF
• 2021-11-26 Simple Contrastive Representation Adversarial Learning for NLP Tasks    Deshui Miao, Jiaqi Zhang, Wenbo Xie, Jian Song, Xin Li, Lijuan Jia, Ning Guo arXiv_CL arXiv_CL  Transformer  Embedding  Unsupervised  Bert  Sparse  Adversarial  Self-Supervised  Pose  Contrastive_Learning  Classification  Attention  PDF
• 2021-11-25 Semantic-Aware Generation for Self-Supervised Visual Representation Learning    Yunjie Tian, Lingxi Xie, Xiaopeng Zhang, Jiemin Fang, Haohang Xu, Wei Huang, Jianbin Jiao, Qi Tian, Qixiang Ye arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Classification  PDF
• 2021-11-25 Self-Distilled Self-Supervised Representation Learning    Jiho Jang, Seonhoon Kim, Kiyoon Yoo, Jangho Kim, Nojun Kwak arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Self-Supervised  PDF
• 2021-11-25 SLA$^2$P: Self-supervised Anomaly Detection with Adversarial Perturbation    Yizhou Wang, Can Qin, Rongzhe Wei, Yi Xu, Yue Bai, Yun Fu arXiv_AI arXiv_AI  Embedding  Unsupervised  Adversarial  Self-Supervised  Pose  Detection  PDF
• 2021-11-25 Active Learning at the ImageNet Scale    Zeyad Ali Sami Emam, Hong-Min Chu, Ping-Yeh Chiang, Wojciech Czaja, Richard Leapman, Micah Goldblum, Tom Goldstein arXiv_AI arXiv_AI  Self-Supervised  Pose  PDF
• 2021-11-25 Robust Equivariant Imaging: a fully unsupervised framework for learning to image from noisy and partial measurements    Dongdong Chen, Julián Tachella, Mike E. Davies arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Self-Supervised  Pose  Medical  PDF
• 2021-11-24 MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning    Siladittya Manna, Saumik Bhattacharya, Umapada Pal arXiv_CV arXiv_CV  Optimization  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2021-11-24 UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation    Taeyeop Lee, Byeong-Uk Lee, Inkyu Shin, Jaesung Choe, Ukcheol Shin, In So Kweon, Kuk-Jin Yoon arXiv_CV arXiv_CV  Unsupervised  Point_Cloud  Pose_Estimation  Self-Supervised  Pose  Quantitative  PDF
• 2021-11-24 TriStereoNet: A Trinocular Framework for Multi-baseline Disparity Estimation    Faranak Shamsafar, Andreas Zell arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Autonomous  PDF
• 2021-11-24 ViCE: Self-Supervised Visual Concept Embeddings as Contextual and Pixel Appearance Invariant Semantic Representations    Robin Karlsson, Tomoki Hayashi, Keisuke Fujii, Alexander Carballo, Kento Ohtani, Kazuya Takeda arXiv_CV arXiv_CV  Embedding  Self-Supervised  Language_Model  Matching  PDF
• 2021-11-24 3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces    Simone Foti, Bongjin Koo, Danail Stoyanov, Matthew J. Clarkson arXiv_CV arXiv_CV  Reconstruction  3D  Self-Supervised  Pose  Face  PDF
• 2021-11-24 Efficient Anomaly Detection Using Self-Supervised Multi-Cue Tasks    Loic Jezequel, Ngoc-Son Vu, Jean Beaudet, Aymeric Histace arXiv_CV arXiv_CV  Recognition  Self-Supervised  Pose  Face  Classification  Detection  PDF
• 2021-11-24 Consistency Regularization for Deep Face Anti-Spoofing    Zezheng Wang, Zitong Yu, Xun Wang, Yunxiao Qin, Jiahong Li, Chenxu Zhao, Zhen Lei, Xin Liu, Size Li, Zhongyuan Wang arXiv_CV arXiv_CV  Embedding  Recognition  Regularization  Self-Supervised  Face  Face_Recognition  Prediction  PDF
• 2021-11-24 RegionCL: Can Simple Region Swapping Contribute to Contrastive Learning?    Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  PDF
• 2021-11-24 A Self-Supervised Automatic Post-Editing Data Generation Tool    Hyeonseok Moon, Chanjun Park, Sugyeong Eo, Jaehyung Seo, SeungJun Lee, Heuiseok Lim arXiv_CL arXiv_CL  Self-Supervised  PDF
• 2021-11-24 Distribution Estimation to Automate Transformation Policies for Self-Supervision    Seunghan Yang, Debasmit Das, Simyung Chang, Sungrack Yun, Fatih Porikli arXiv_CV arXiv_CV  Recognition  Adversarial  Self-Supervised  Pose  Classification  PDF
• 2021-11-23 Multi-label Iterated Learning for Image Classification with Label Ambiguity    Sai Rajeswar, Pau Rodriguez, Soumye Singhal, David Vazquez, Aaron Courville arXiv_AI arXiv_AI  Transfer_Learning  Self-Supervised  Pose  Classification  Image_Classification  Prediction  PDF
• 2021-11-23 Domain-Agnostic Clustering with Self-Distillation    Mohammed Adnan, Yani A. Ioannou, Chuan-Yung Tsai, Graham W. Taylor arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Knowledge  Self-Supervised  Pose  PDF
• 2021-11-23 Self-Supervised Pre-Training for Transformer-Based Person Re-Identification    Hao Luo, Pichao Wang, Yi Xu, Feng Ding, Yanxin Zhou, Fan Wang, Hao Li, Rong Jin arXiv_CV arXiv_CV  Transformer  Person_Re-identification  Unsupervised  Self-Supervised  Pose  Re-identification  PDF
• 2021-11-23 DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning    Alex Tamkin, Vincent Liu, Rongfei Lu, Daniel Fein, Colin Schultz, Noah Goodman arXiv_CV arXiv_CV  Bert  Speech  Self-Supervised  PDF
• 2021-11-23 Music Classification: Beyond Supervised Learning, Towards Real-world Applications    Minz Won, Janne Spijkervet, Keunwoo Choi arXiv_SD arXiv_SD  Self-Supervised  Classification  PDF
• 2021-11-22 Towards Tokenized Human Dynamics Representation    Kenneth Li, Xiao Sun, Zhirong Wu, Fangyun Wei, Stephen Lin arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Pose  Action  Classification  PDF
• 2021-11-22 Multi-modal Transformers Excel at Class-agnostic Object Detection    Muhammad Maaz, Hanoona Rasheed, Salman Khan, Fahad Shahbaz Khan, Rao Muhammad Anwer, Ming-Hsuan Yang arXiv_CV arXiv_CV  Transformer  Salient  Self-Supervised  Detection  Object_Detection  Attention  PDF
• 2021-11-22 Benchmarking Detection Transfer Learning with Vision Transformers    Yanghao Li, Saining Xie, Xinlei Chen, Piotr Dollar, Kaiming He, Ross Girshick arXiv_CV arXiv_CV  Transformer  Unsupervised  Transfer_Learning  Self-Supervised  Detection  Object_Detection  PDF
• 2021-11-22 Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks    Linus Ericsson, Henry Gouk, Timothy M. Hospedales arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Matching  PDF
• 2021-11-22 S3: Supervised Self-supervised Learning under Label Noise    Chen Feng, Georgios Tzimiropoulos, Ioannis Patras arXiv_CV arXiv_CV  Self-Supervised  Classification  PDF
• 2021-11-22 Robust Visual Odometry Using Position-Aware Flow and Geometric Bundle Adjustment    Yijun Cao, Xianshi Zhang, Fuya Luo, Peng Peng, Yongjie Li arXiv_CV arXiv_CV  Self-Supervised  Pose  Action  Deep_Learning  Optical_Flow  Matching  PDF
• 2021-11-22 Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition    Peng Wang, Jun Wen, Chenyang Si, Yuntao Qian, Liang Wang arXiv_CV arXiv_CV  Surveillance  Reconstruction  Unsupervised  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  PDF
• 2021-11-22 ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning    Vamsi Aribandi, Yi Tay, Tal Schuster, Jinfeng Rao, Huaixiu Steven Zheng, Sanket Vaibhav Mehta, Honglei Zhuang, Vinh Q. Tran, Dara Bahri, Jianmo Ni, Jai Gupta, Kai Hui, Sebastian Ruder, Donald Metzler arXiv_CL arXiv_CL  Transfer_Learning  Self-Supervised  Pose  Denoising  QA  PDF
• 2021-11-22 Hybrid Imitative Planning with Geometric and Predictive Costs in Off-road Environments    Nitish Dashora, Daniel Shin, Dhruv Shah, Henry Leopold, David Fan, Ali Agha-Mohammadi, Nicholas Rhinehart, Sergey Levine arXiv_RO arXiv_RO  Self-Supervised  PDF
• 2021-11-22 Self-supervised Semi-supervised Learning for Data Labeling and Quality Evaluation    Haoping Bai, Meng Cao, Ping Huang, Jiulong Shan arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-11-21 HoughCL: Finding Better Positive Pairs in Dense Self-supervised Learning    Yunsung Lee, Teakgyu Hong, Han-Cheol Cho, Junbum Cha, Seungryong Kim arXiv_CV arXiv_CV  Segmentation  Embedding  Represenation_Learning  Self-Supervised  Contrastive_Learning  Detection  Object_Detection  Prediction  PDF
• 2021-11-21 Distributed Unsupervised Visual Representation Learning with Fused Features    Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Prediction  Matching  PDF
• 2021-11-21 Self-Supervised Point Cloud Completion via Inpainting    Himangi Mittal, Brian Okorn, Arpit Jangid, David Held arXiv_CV arXiv_CV  Tracking  Unsupervised  Point_Cloud  Inpainting  Self-Supervised  PDF
• 2021-11-20 Towards Graph Self-Supervised Learning with Contrastive Adjusted Zooming    Yizhen Zheng, Ming Jin, Shirui Pan, Yuan-Fang Li, Hao Peng, Ming Li, Zhao Li arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-11-19 Global and Local Alignment Networks for Unpaired Image-to-Image Translation    Guanglei Yang, Hao Tang, Humphrey Shi, Mingli Ding, Nicu Sebe, Radu Timofte, Luc Van Gool, Elisa Ricci arXiv_CV arXiv_CV  Regularization  Self-Supervised  Attention  PDF
• 2021-11-19 ColDE: A Depth Estimation Framework for Colonoscopy Reconstruction    Yubo Zhang, Jan-Michael Frahm, Samuel Ehrenstein, Sarah K. McGill, Julian G. Rosenman, Shuxian Wang, Stephen M. Pizer arXiv_CV arXiv_CV  Reconstruction  3D  Knowledge  Self-Supervised  Face  Action  Matching  PDF
• 2021-11-18 Finding Useful Predictions by Meta-gradient Descent to Improve Decision-making    Alex Kearney, Anna Koop, Johannes Günther, Patrick M. Pilarski arXiv_AI arXiv_AI  Gradient_Descent  Reinforcement_Learning  Self-Supervised  Action  Autonomous  Prediction  PDF
• 2021-11-18 PyTorchVideo: A Deep Learning Library for Video Understanding    Haoqi Fan, Tullie Murrell, Heng Wang, Kalyan Vasudev Alwala, Yanghao Li, Yilei Li, Bo Xiong, Nikhila Ravi, Meng Li, Haichuan Yang, Jitendra Malik, Ross Girshick, Matt Feiszli, Aaron Adcock, Wan-Yen Lo, Christoph Feichtenhofer arXiv_CV arXiv_CV  Video_Caption  Self-Supervised  Classification  Deep_Learning  Detection  Inference  PDF
• 2021-11-18 Swin Transformer V2: Scaling Up Capacity and Resolution    Ze Liu, Han Hu, Yutong Lin, Zhuliang Yao, Zhenda Xie, Yixuan Wei, Jia Ning, Yue Cao, Zheng Zhang, Li Dong, Furu Wei, Baining Guo arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Self-Supervised  Face  Action  Classification  Detection  Object_Detection  Attention  Image_Classification  Language_Model  PDF
• 2021-11-18 Boosting Supervised Learning Performance with Co-training    Xinnan Du, William Zhang, Jose M. Alvarez arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Deep_Learning  Detection  Object_Detection  PDF
• 2021-11-18 The Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled Video    John Gideon, Simon Stent arXiv_CV arXiv_CV  Unsupervised  Salient  Self-Supervised  Pose  Contrastive_Learning  Face  Deep_Learning  PDF
• 2021-11-18 SUB-Depth: Self-distillation and Uncertainty Boosting Self-supervised Monocular Depth Estimation    Hang Zhou, Sarah Taylor, David Greenwood arXiv_CV arXiv_CV  Reconstruction  Knowledge  Self-Supervised  Pose  PDF
• 2021-11-18 Improving Transferability of Representations via Augmentation-Aware Self-Supervision    Hankook Lee, Kibok Lee, Kimin Lee, Honglak Lee, Jinwoo Shin arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Represenation_Learning  Self-Supervised  PDF
• 2021-11-18 Self-Supervised Class Incremental Learning    Zixuan Ni, Siliang Tang, Yueting Zhuang arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Classification  PDF
• 2021-11-17 Learning to Align Sequential Actions in the Wild    Weizhe Liu, Bugra Tekin, Huseyin Coskun, Vibhav Vineet, Pascal Fua, Marc Pollefeys arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Action  PDF
• 2021-11-17 SeCGAN: Parallel Conditional Generative Adversarial Networks for Face Editing via Semantic Consistency    Jiaze Sun, Binod Bhattarai, Zhixiang Chen, Tae-Kyun Kim arXiv_CV arXiv_CV  Recognition  Adversarial  Self-Supervised  Pose  Face  GAN  Inference  PDF
• 2021-11-17 XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale    Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-11-17 Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection    Nicolae-Catalin Ristea, Neelu Madan, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Classification  Detection  Attention  CNN  PDF
• 2021-11-16 Learning Scene Dynamics from Point Cloud Sequences    Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan arXiv_AI arXiv_AI  Point_Cloud  3D  Self-Supervised  Pose  Relation  Autonomous  Prediction  PDF
• 2021-11-16 Self-supervised High-fidelity and Re-renderable 3D Facial Reconstruction from a Single Image    Mingxin Yang, Jianwei Guo, Zhanglin Cheng, Xiaopeng Zhang, Dong-Ming Yan arXiv_CV arXiv_CV  Reconstruction  3D  Regularization  Self-Supervised  Pose  Face  Quantitative  PDF
• 2021-11-15 Joint Unsupervised and Supervised Training for Multilingual ASR    Junwen Bai, Bo Li, Yu Zhang, Ankur Bapna, Nikhil Siddhartha, Khe Chai Sim, Tara N. Sainath arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Recognition  RNN  Speech  Self-Supervised  Pose  Speech_Recognition  Language_Model  PDF
• 2021-11-15 QK Iteration: A Self-Supervised Representation Learning Algorithm for Image Similarity    David Wu, Yunnan Wu arXiv_CV arXiv_CV  Recognition  Optimization  Represenation_Learning  Self-Supervised  Pose  Face  Detection  PDF
• 2021-11-15 Large-Scale Hyperspectral Image Clustering Using Contrastive Learning    Yaoming Cai, Zijia Zhang, Yan Liu, Pedram Ghamisi, Kun Li, Xiaobo Liu, Zhihua Cai arXiv_CV arXiv_CV  Optimization  Self-Supervised  Contrastive_Learning  PDF
• 2021-11-15 iBOT: Image BERT Pre-Training with Online Tokenizer    Jinghao Zhou, Chen Wei, Huiyu Wang, Wei Shen, Cihang Xie, Alan Yuille, Tao Kong arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Bert  Self-Supervised  Classification  Detection  Object_Detection  Image_Classification  Language_Model  Prediction  PDF
• 2021-11-15 Investigating self-supervised front ends for speech spoofing countermeasures    Xin Wang, Junichi Yamagishi arXiv_SD arXiv_SD  Speech  Self-Supervised  Classification  PDF
• 2021-11-15 2nd Place Solution to Facebook AI Image Similarity Challenge Matching Track    SeungKee Jeon arXiv_CV arXiv_CV  Transformer  Self-Supervised  Face  Matching  PDF
• 2021-11-15 Multimodal Generalized Zero Shot Learning for Gleason Grading using Self-Supervised Learning    Dwarikanath Mahapatra arXiv_CV arXiv_CV  Zero-Shot  Self-Supervised  Pose  GAN  PDF
• 2021-11-15 Attention Mechanisms in Computer Vision: A Survey    Meng-Hao Guo, Tian-Xing Xu, Jiang-Jiang Liu, Zheng-Ning Liu, Peng-Tao Jiang, Tai-Jiang Mu, Song-Hai Zhang, Ralph R. Martin, Ming-Ming Cheng, Shi-Min Hu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Video_Caption  3D  Salient  Review  Self-Supervised  Survey  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2021-11-14 Robust and Accurate Object Detection via Self-Knowledge Distillation    Weipeng Xu, Pengzhi Chu, Renhao Xie, Xiongziyan Xiao, Hongcheng Huang arXiv_CV arXiv_CV  Knowledge  Adversarial  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-11-13 Full-attention based Neural Architecture Search using Context Auto-regression    Yuan Zhou, Haiyang Wang, Shuwei Huo, Boyu Wang arXiv_CV arXiv_CV  NAS  Recognition  Zero-Shot  Image_Retrieval  Self-Supervised  Pose  Classification  Attention  Image_Classification  PDF
• 2021-11-13 Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor    Riddhish Bhalodia, Shireen Elhabian, Ladislav Kavan, Ross Whitaker arXiv_CV arXiv_CV  Segmentation  Unsupervised  3D  Optimization  Regularization  Self-Supervised  Pose  Deep_Learning  Medical  PDF
• 2021-11-12 The channel-spatial attention-based vision transformer network for automated, accurate prediction of crop nitrogen status from UAV imagery    Xin Zhang, Liangxiu Han, Tam Sobeih, Lewis Lappin, Mark Lee, Andew Howard, Aron Kisdi arXiv_CV arXiv_CV  Transformer  Self-Supervised  Pose  Action  Deep_Learning  Attention  Prediction  PDF
• 2021-11-12 Self-supervised GAN Detector    Yonghyun Jeong, Doyeon Kim, Pyounggeon Kim, Youngmin Ro, Jongwon Choi arXiv_AI arXiv_AI  Self-Supervised  Pose  Detection  Object_Detection  GAN  PDF
• 2021-11-11 Masked Autoencoders Are Scalable Vision Learners    Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Dollár, Ross Girshick arXiv_CV arXiv_CV  Self-Supervised  PDF
• 2021-11-11 Unsupervised Part Discovery from Contrastive Reconstruction    Subhabrata Choudhury, Iro Laina, Christian Rupprecht, Andrea Vedaldi arXiv_CV arXiv_CV  Image_Caption  Reconstruction  Segmentation  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Classification  Attention  PDF
• 2021-11-10 Self-Supervised Real-time Video Stabilization    Jinsoo Choi, Jaesik Park, In So Kweon arXiv_CV arXiv_CV  Inpainting  Optimization  Self-Supervised  Pose  Optical_Flow  PDF
• 2021-11-10 Self-Supervised Multi-Object Tracking with Cross-Input Consistency    Favyen Bastani, Songtao He, Sam Madden arXiv_CV arXiv_CV  Tracking  Unsupervised  Object_Tracking  RNN  Self-Supervised  Pose  Detection  PDF
• 2021-11-10 A Histopathology Study Comparing Contrastive Semi-Supervised and Fully Supervised Learning    Lantian Zhang (1 and 2), Mohamed Amgad (2), Lee A.D. Cooper (2) ((1) North Shore Country Day, Winnetka, IL, USA, (2) Department of Pathology, Northwestern University, Chicago, IL, USA) arXiv_CV arXiv_CV  Weakly_Supervised  Self-Supervised  Classification  PDF
• 2021-11-09 Metagenome2Vec: Building Contextualized Representations for Scalable Metagenome Analysis    Sathyanarayanan N. Aakur, Vineela Indla, Vennela Indla, Sai Narayanan, Arunkumar Bagavathi, Vishalini Laguduva Ramnath, Akhilesh Ramachandran arXiv_AI arXiv_AI  Segmentation  Unsupervised  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-11-09 Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Temporal Synchronicity    Pritam Sarkar, Ali Etemad arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Action_Recognition  Action  Classification  Relation  PDF
• 2021-11-09 RapidRead: Global Deployment of State-of-the-art Radiology AI for a Large Veterinary Teleradiology Practice    Michael Fitzke, Conrad Stack, Andre Dourson, Rodrigo M. B. Santana, Diane Wilson, Lisa Ziemer, Arjun Soin, Matthew P. Lungren, Paul Fisher, Mark Parkinson arXiv_CV arXiv_CV  Self-Supervised  Deep_Learning  Detection  PDF
• 2021-11-09 Membership Inference Attacks Against Self-supervised Speech Models    Wei-Cheng Tseng, Wei-Tsung Kao, Hung-yi Lee arXiv_SD arXiv_SD  Adversarial  Speech  Self-Supervised  Pose  Attention  Inference  PDF
• 2021-11-08 Hybrid BYOL-ViT: Efficient approach to deal with small Datasets    Safwen Naimi, Rien van Leeuwen, Wided Souidene, Slim Ben Saoud arXiv_AI arXiv_AI  Transformer  Self-Supervised  Classification  Image_Classification  PDF
• 2021-11-08 Cascaded Multilingual Audio-Visual Learning from Videos    Andrew Rouditchenko, Angie Boggust, David Harwath, Samuel Thomas, Hilde Kuehne, Brian Chen, Rameswar Panda, Rogerio Feris, Brian Kingsbury, Michael Picheny, James Glass arXiv_CV arXiv_CV  Self-Supervised  Pose  Caption  PDF
• 2021-11-08 Planar Robot Casting with Real2Sim2Real Self-Supervised Learning    Vincent Lim, Huang Huang, Lawrence Yunliang Chen, Jonathan Wang, Jeffrey Ichnowski, Daniel Seita, Michael Laskey, Ken Goldberg arXiv_RO arXiv_RO  Self-Supervised  Pose  Action  PDF
• 2021-11-08 S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process    Chulin Wang, Kyongmin Yeo, Xiao Jin, Andres Codas, Levente J. Klein, Bruce Elmegreen arXiv_CV arXiv_CV  Super_Resolution  Regularization  Self-Supervised  Pose  CNN  Prediction  PDF
• 2021-11-08 Characterizing the adversarial vulnerability of speech self-supervised learning    Haibin Wu, Bo Zheng, Xu Li, Xixin Wu, Hung-yi Lee, Helen Meng arXiv_SD arXiv_SD  Represenation_Learning  Knowledge  Adversarial  Speech  Self-Supervised  Pose  Attention  PDF
• 2021-11-08 Residual-Guided Learning Representation for Self-Supervised Monocular Depth Estimation    Byeongjun Park, Taekyung Kim, Hyojun Go, Changick Kim arXiv_CV arXiv_CV  Self-Supervised  Pose  Prediction  PDF
• 2021-11-07 Automatic Goal Generation using Dynamical Distance Learning    Bharat Prakash, Nicholas Waytowich, Tinoosh Mohsenin, Tim Oates arXiv_AI arXiv_AI  Reinforcement_Learning  Self-Supervised  Pose  PDF
• 2021-11-06 Towards noise robust trigger-word detection with contrastive learning pre-task for fast on-boarding of new trigger-words    Sivakumar Balasubramanian, Aditya Jajodia, Gowtham Srinivasan arXiv_SD arXiv_SD  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  PDF
• 2021-11-05 Self-Supervised Intrinsic Image Decomposition Network Considering Reflectance Consistency    Yuma Kinoshita, Hitoshi Kiya arXiv_CV arXiv_CV  Self-Supervised  Pose  PDF
• 2021-11-05 Collaborative Graph Contrastive Learning: Data Augmentation Composition May Not be Necessary for Graph Representation Learning    Yuxiang Ren, Jiawei Zhang arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-11-04 Multi-Airport Delay Prediction with Transformers    Liya Wang, Alex Tien, Jason Chou arXiv_AI arXiv_AI  Transformer  Self-Supervised  Pose  Action  Prediction  PDF
• 2021-11-04 Generalized Radiograph Representation Learning via Cross-supervision between Images and Free-text Radiology Reports    Hong-Yu Zhou, Xiaoyu Chen, Yinghao Zhang, Ruibang Luo, Liansheng Wang, Yizhou Yu arXiv_CV arXiv_CV  Image_Caption  Transformer  Transfer_Learning  Represenation_Learning  Review  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-11-04 A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding    Yingzhi Wang, Abdelmoumene Boumadane, Abdelwahab Heba arXiv_SD arXiv_SD  Recognition  Bert  Speech  Self-Supervised  Emotion  Classification  Speech_Recognition  PDF
• 2021-11-04 MixSiam: A Mixture-based Approach to Self-supervised Representation Learning    Xiaoyang Guo, Tianhao Zhao, Yutian Lin, Bo Du arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Prediction  PDF
• 2021-11-03 A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion    Benjamin van Niekerk, Marc-André Carbonneau, Julian Zaïdi, Mathew Baas, Hugo Seuté, Herman Kamper arXiv_SD arXiv_SD  Represenation_Learning  Speech  Self-Supervised  Pose  PDF
• 2021-11-03 Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features    Ryandhimas E. Zezario, Szu-Wei Fu, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao arXiv_SD arXiv_SD  Enhancement  RNN  Speech  Self-Supervised  Pose  Action  Deep_Learning  Attention  CNN  Prediction  PDF
• 2021-11-03 Recent Advancements in Self-Supervised Paradigms for Visual Feature Representation    Mrinal Anand, Aditya Garg arXiv_CV arXiv_CV  Adversarial  Self-Supervised  Pose  Survey  PDF
• 2021-11-02 Absolute distance prediction based on deep learning object detection and monocular depth estimation models    Armin Masoumian, David G. F. Marei, Saddam Abdulwahab, Julian Cristiano, Domenec Puig, Hatem A. Rashwan arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Deep_Learning  Detection  Object_Detection  Prediction  PDF
• 2021-11-02 Procedural Generalization by Planning with Self-Supervised World Models    Ankesh Anand, Jacob Walker, Yazhe Li, Eszter Vértes, Julian Schrittwieser, Sherjil Ozair, Théophane Weber, Jessica B. Hamrick arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Self-Supervised  Prediction  PDF
• 2021-11-02 A Hybrid Approach for Learning to Shift and Grasp with Elaborate Motion Primitives    Zohar Feldman, Hanna Ziesche, Ngo Anh Vien, Dotan Di Castro arXiv_AI arXiv_AI  Reinforcement_Learning  Self-Supervised  Pose  Face  Action  PDF
• 2021-11-02 Diverse Distributions of Self-Supervised Tasks for Meta-Learning in NLP    Trapit Bansal, Karthick Gunasekaran, Tong Wang, Tsendsuren Munkhdalai, Andrew McCallum arXiv_CL arXiv_CL  Unsupervised  Self-Supervised  Pose  Few-Shot  PDF
• 2021-11-01 When Does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning?    Lijie Fan, Sijia Liu, Pin-Yu Chen, Gaoyuan Zhang, Chuang Gan arXiv_AI arXiv_AI  Enhancement  Adversarial  Self-Supervised  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-11-01 Towards the Generalization of Contrastive Self-Supervised Learning    Weiran Huang, Mingyang Yi, Xuyang Zhao arXiv_AI arXiv_AI  Self-Supervised  Contrastive_Learning  Quantitative  Classification  Attention  PDF
• 2021-11-01 Self-Verification in Image Denoising    Huangxing Lin, Yihong Zhuang, Delu Zeng, Yue Huang, Xinghao Ding, John Paisley arXiv_CV arXiv_CV  Regularization  Self-Supervised  Denoising  PDF
• 2021-10-30 Learning Continuous Representation of Audio for Arbitrary Scale Super Resolution    Jaechang Kim, Yunjoo Lee, Seunghoon Hong, Jungseul Ok arXiv_SD arXiv_SD  Super_Resolution  Self-Supervised  Pose  Action  PDF
• 2021-10-30 Leveraging SE Equivariance for Self-Supervised Category-Level Object Pose Estimation    Xiaolong Li, Yijia Weng, Li Yi, Leonidas Guibas, A. Lynn Abbott, Shuran Song, He Wang arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  3D  Pose_Estimation  Self-Supervised  Pose  PDF
• 2021-10-29 ReSkin: versatile, replaceable, lasting tactile skins    Raunaq Bhirangi, Tess Hellebrekers, Carmel Majidi, Abhinav Gupta arXiv_AI arXiv_AI  Enhancement  Self-Supervised  Face  PDF
• 2021-10-29 Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and words    Santiago Cuervo, Maciej Grabias, Jan Chorowski, Grzegorz Ciesielski, Adrian Łańcucki, Paweł Rychlikowski, Ricard Marxer arXiv_SD arXiv_SD  Segmentation  Unsupervised  Speech  Self-Supervised  Prediction  PDF
• 2021-10-29 CVAD: A generic medical anomaly detector based on Cascade VAE    Xiaoyuan Guo, Judy Wawira Gichoya, Saptarshi Purkayastha, Imon Banerjee arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Deep_Learning  Detection  Object_Detection  Medical  PDF
• 2021-10-28 Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction    Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang arXiv_CL arXiv_CL  Reconstruction  Enhancement  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Contrastive_Learning  Denoising  Speech_Recognition  Inference  PDF
• 2021-10-28 RadBERT-CL: Factually-Aware Contrastive Learning For Radiology Report Classification    Ajay Jaiswal, Liyan Tang, Meheli Ghosh, Justin Rousseau, Yifan Peng, Ying Ding arXiv_CL arXiv_CL  Transformer  Bert  Self-Supervised  Contrastive_Learning  Classification  Medical  PDF
• 2021-10-28 Equivariant Contrastive Learning    Rumen Dangovski, Li Jing, Charlotte Loh, Seungwook Han, Akash Srivastava, Brian Cheung, Pulkit Agrawal, Marin Soljačić arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Contrastive_Learning  PDF
• 2021-10-28 Self-Supervised Learning Disentangled Group Representation as Feature    Tan Wang, Zhongqi Yue, Jianqiang Huang, Qianru Sun, Hanwang Zhang arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Inference  PDF
• 2021-10-28 URLB: Unsupervised Reinforcement Learning Benchmark    Michael Laskin, Denis Yarats, Hao Liu, Kimin Lee, Albert Zhan, Kevin Lu, Catherine Cang, Lerrel Pinto, Pieter Abbeel arXiv_AI arXiv_AI  Unsupervised  Reinforcement_Learning  Self-Supervised  Pose  PDF
• 2021-10-28 Learning Deep Representation with Energy-Based Self-Expressiveness for Subspace Clustering    Yanming Li, Changsheng Li, Shiye Wang, Ye Yuan, Guoren Wang arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Deep_Learning  Attention  PDF
• 2021-10-28 Graph Communal Contrastive Learning    Bolian Li, Baoyu Jing, Hanghang Tong arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Detection  Relation  PDF
• 2021-10-27 Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning    Aakash Kaku, Sahana Upadhya, Narges Razavian arXiv_AI arXiv_AI  Self-Supervised  Pose  Relation  Medical  PDF
• 2021-10-27 SCALP -- Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata    Ajay Jaiswal, Tianhao Li, Cyprian Zander, Yan Han, Justin F. Rousseau, Yifan Peng, Ying Ding arXiv_CV arXiv_CV  Salient  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Classification  Attention  Medical  PDF
• 2021-10-27 A Survey of Self-Supervised and Few-Shot Object Detection    Gabriel Huang, Issam Laradji, David Vazquez, Simon Lacoste-Julien, Pau Rodriguez arXiv_AI arXiv_AI  Segmentation  Review  Self-Supervised  Survey  Detection  Few-Shot  Object_Detection  PDF
• 2021-10-27 GenURL: A General Framework for Unsupervised Representation Learning    Siyuan Li, Zelin Zang, Di Wu, Zhiyuan Chen, Stan Z. Li arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Knowledge  Self-Supervised  Pose  PDF
• 2021-10-27 Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations    Hyeong-Seok Choi, Juheon Lee, Wansoo Kim, Jie Hwan Lee, Hoon Heo, Kyogu Lee arXiv_AI arXiv_AI  Reconstruction  Zero-Shot  Speech  Self-Supervised  Pose  PDF
• 2021-10-27 Zero-shot Voice Conversion via Self-supervised Prosody Representation Learning    Shijun Wang, Dimche Kostadinov, Damian Borth arXiv_AI arXiv_AI  Zero-Shot  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-10-27 WenLan 2.0: Make AI Imagine via a Multimodal Foundation Model    Nanyi Fei, Zhiwu Lu, Yizhao Gao, Guoxing Yang, Yuqi Huo, Jingyuan Wen, Haoyu Lu, Ruihua Song, Xin Gao, Tao Xiang, Hao Sun, Ji-Rong Wen arXiv_AI arXiv_AI  Self-Supervised  Pose  Classification  Relation  Image_Classification  PDF
• 2021-10-27 MEmoBERT: Pre-training Model with Prompt-based Learning for Multimodal Emotion Recognition    Jinming Zhao, Ruichen Li, Qin Jin, Xinchao Wang, Haizhou Li arXiv_CV arXiv_CV  Recognition  Bert  Self-Supervised  Pose  Emotion  Classification  Prediction  PDF
• 2021-10-27 Self-supervised EEG Representation Learning for Automatic Sleep Staging    Chaoqi Yang, Danica Xiao, M. Brandon Westover, Jimeng Sun arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Prediction  PDF
• 2021-10-26 WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing    Sanyuan Chen, Chengyi Wang, Zhengyang Chen, Yu Wu, Shujie Liu, Zhuo Chen, Jinyu Li, Naoyuki Kanda, Takuya Yoshioka, Xiong Xiao, Jian Wu, Long Zhou, Shuo Ren, Yanmin Qian, Yao Qian, Jian Wu, Micheal Zeng, Furu Wei arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Speech  Self-Supervised  Pose  Face  Action  Speech_Recognition  PDF
• 2021-10-26 Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks    Pengyong Li, Jun Wang, Ziliang Li, Yixuan Qiao, Xianggen Liu, Fei Ma, Peng Gao, Seng Song, Guotong Xie arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  PDF
• 2021-10-26 Directional Self-supervised Learning for Risky Image Augmentations    Yalong Bai, Yifan Yang, Wei Zhang, Tao Mei arXiv_CV arXiv_CV  Image_Caption  Represenation_Learning  Self-Supervised  Pose  Relation  PDF
• 2021-10-26 TUNet: A Block-online Bandwidth Extension Model based on Transformers and Self-supervised Pretraining    Viet-Anh Nguyen, Anh H. T. Nguyen, Andy W. H. Khong arXiv_SD arXiv_SD  Transformer  Self-Supervised  Pose  Inference  PDF
• 2021-10-26 Understanding the Role of Self-Supervised Learning in Out-of-Distribution Detection Task    Jiuhai Chen, Chen Zhu, Bin Dai arXiv_CV arXiv_CV  Self-Supervised  Detection  Object_Detection  PDF
• 2021-10-25 Image Quality Assessment using Contrastive Learning    Pavan C. Madhusudana, Neil Birkbeck, Yilin Wang, Balu Adsumilli, Alan C. Bovik arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  CNN  Prediction  QA  PDF
• 2021-10-25 Self-supervised similarity search for large scientific datasets    George Stein, Peter Harrington, Jacqueline Blaum, Tomislav Medan, Zarija Lukic arXiv_CV arXiv_CV  Self-Supervised  Survey  PDF
• 2021-10-25 As if by magic: self-supervised training of deep despeckling networks with MERLIN    Emanuele Dalsasso, Loïc Denis, Florence Tupin arXiv_CV arXiv_CV  Restoration  Self-Supervised  Relation  PDF
• 2021-10-25 2nd Place Solution for SODA10M Challenge 2021 -- Continual Detection Track    Manoj Acharya, Christopher Kanan arXiv_AI arXiv_AI  Self-Supervised  Detection  Object_Detection  Autonomous  PDF
• 2021-10-25 Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning    Kibeom Kim, Min Whoo Lee, Yoonsung Kim, Je-Hwan Ryu, Minsu Lee, Byoung-Tak Zhang arXiv_AI arXiv_AI  Reinforcement_Learning  Knowledge  Self-Supervised  Pose  Attention  PDF
• 2021-10-25 SILT: Self-supervised Lighting Transfer Using Implicit Image Decomposition    Nikolina Kubiak, Armin Mustafa, Graeme Phillipson, Stephen Jolly, Simon Hadfield arXiv_CV arXiv_CV  Self-Supervised  PDF
• 2021-10-25 Restore from Restored: Single-image Inpainting    Eunhye Lee, Jeongmu Kim, Jisu Kim, Tae Hyun Kim arXiv_AI arXiv_AI  Inpainting  Self-Supervised  Pose  Quantitative  Deep_Learning  PDF
• 2021-10-25 Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks    Seungbum Hong, Jihun Yoon, Junmo Kim, Min-Kook Choi arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Self-Supervised  Pose  CNN  PDF
• 2021-10-25 Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection    Ta-Chung Chi, Alexander I. Rudnicky arXiv_CL arXiv_CL  Zero-Shot  Self-Supervised  Pose  PDF
• 2021-10-24 Reachability Embeddings: Scalable Self-Supervised Representation Learning from Markovian Trajectories for Geospatial Computer Vision    Swetava Ganguli, C. V. Krishnakumar Iyer, Vipul Pandey arXiv_AI arXiv_AI  Segmentation  Embedding  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Pose  Face  Quantitative  CNN  PDF
• 2021-10-24 X-Distill: Improving Self-Supervised Monocular Depth via Cross-Task Distillation    Hong Cai, Janarbek Matai, Shubhankar Borse, Yizhe Zhang, Amin Ansari, Fatih Porikli arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  3D  Knowledge  Self-Supervised  Pose  Inference  PDF
• 2021-10-23 MaskSplit: Self-supervised Meta-learning for Few-shot Semantic Segmentation    Mustafa Sercan Amac, Ahmet Sencan, Orhun Bugra Baran, Nazli Ikizler-Cinbis, Ramazan Gokberk Cinbis arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Salient  Knowledge  Self-Supervised  Pose  Few-Shot  PDF
• 2021-10-22 Contrastively Disentangled Sequential Variational Autoencoder    Junwen Bai, Weiran Wang, Carla Gomes arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-10-22 A Simple Baseline for Low-Budget Active Learning    Kossar Pourahmadi, Parsa Nooralinejad, Hamed Pirsiavash arXiv_CV arXiv_CV  Self-Supervised  Classification  Image_Classification  PDF
• 2021-10-22 PropMix: Hard Sample Filtering and Proportional MixUp for Learning with Noisy Labels    Filipe R. Cordeiro, Vasileios Belagiannis, Ian Reid, Gustavo Carneiro arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Classification  PDF
• 2021-10-22 HDRVideo-GAN: Deep Generative HDR Video Reconstruction    Mrinal Anand, Nidhin Harilal, Chandan Kumar, Shanmuganathan Raman arXiv_CV arXiv_CV  Reconstruction  Regularization  Adversarial  Self-Supervised  Pose  Denoising  GAN  Optical_Flow  PDF
• 2021-10-22 Creating and Reenacting Controllable 3D Humans with Differentiable Rendering    Thiago L. Gomes, Thiago M. Coutinho, Rafael Azevedo, Renato Martins, Erickson R. Nascimento arXiv_CV arXiv_CV  3D  Adversarial  Self-Supervised  Pose  CNN  PDF
• 2021-10-22 Few-shot Semantic Segmentation with Self-supervision from Pseudo-classes    Yiwen Li, Gratianus Wesley Putra Data, Yunguan Fu, Yipeng Hu, Victor Adrian Prisacariu arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  Deep_Learning  Few-Shot  PDF
• 2021-10-22 BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation    Mingcong Liu, Qiang Li, Zekui Qin, Guoxin Zhang, Pengfei Wan, Wen Zheng arXiv_CV arXiv_CV  Adversarial  Self-Supervised  Pose  Face  GAN  PDF
• 2021-10-21 Self-Initiated Open World Learning for Autonomous AI Agents    Bing Liu, Eric Robertson, Scott Grigsby, Sahisnu Mazumder arXiv_AI arXiv_AI  Knowledge  Self-Supervised  Pose  Action  Autonomous  PDF
• 2021-10-21 CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP    Andreas Fürst, Elisabeth Rumetshofer, Viet Tran, Hubert Ramsauer, Fei Tang, Johannes Lehner, David Kreil, Michael Kopp, Günter Klambauer, Angela Bitto-Nemling, Sepp Hochreiter arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Zero-Shot  Self-Supervised  Contrastive_Learning  Relation  Caption  PDF
• 2021-10-21 Self-Supervised Monocular Scene Decomposition and Depth Estimation    Sadra Safadoust, Fatma Güney arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  PDF
• 2021-10-21 Self-Supervised Visual Representation Learning Using Lightweight Architectures    Prathamesh Sonawane, Sparsh Drolia, Saqib Shamsi, Bhargav Jain arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  PDF
• 2021-10-21 Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks    Abhishek Singh Sambyal, Narayanan C. Krishnan, Deepti R. Bathula arXiv_CV arXiv_CV  Reconstruction  Segmentation  Self-Supervised  Pose  Medical  Inference  Prediction  PDF
• 2021-10-20 Dynamic Bottleneck for Robust Self-Supervised Exploration    Chenjia Bai, Lingxiao Wang, Lei Han, Animesh Garg, Jianye Hao, Peng Liu, Zhaoran Wang arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Self-Supervised  Pose  Action  PDF
• 2021-10-20 Self-Supervision and Spatial-Sequential Attention Based Loss for Multi-Person Pose Estimation    Haiyang Liu, Dingli Luo, Songlin Du, Takeshi Ikenaga arXiv_CV arXiv_CV  Pose_Estimation  Self-Supervised  Pose  Action  Attention  GAN  Prediction  PDF
• 2021-10-20 Look at What I'm Doing: Self-Supervised Spatial Grounding of Narrations in Instructional Videos    Reuben Tan, Bryan A. Plummer, Kate Saenko, Hailin Jin, Bryan Russell arXiv_CV arXiv_CV  Optimization  Self-Supervised  Pose  Action  Attention  PDF
• 2021-10-20 Knowledge distillation from language model to acoustic model: a hierarchical multi-task learning approach    Mun-Hak Lee, Joon-Hyuk Chang arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Self-Supervised  Pose  Deep_Learning  Speech_Recognition  Language_Model  PDF
• 2021-10-20 Depth360: Monocular Depth Estimation using Learnable Axisymmetric Camera Model for Spherical Camera Image    Noriaki Hirose, Kosuke Tahara arXiv_CV arXiv_CV  Self-Supervised  Pose  Face  PDF
• 2021-10-19 Constrained Mean Shift for Representation Learning    Ajinkya Tejankar, Soroush Abbasi Koohpayegani, Hamed Pirsiavash arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Knowledge  Self-Supervised  PDF
• 2021-10-19 Momentum Contrastive Autoencoder: Using Contrastive Learning for Latent Space Distribution Matching in WAE    Devansh Arpit, Aadyot, Bhatnagar, Huan Wang, Caiming Xiong arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Matching  PDF
• 2021-10-19 Learning Rich Nearest Neighbor Representations from Self-supervised Ensembles    Bram Wallace, Devansh Arpit, Huan Wang, Caiming Xiong arXiv_CV arXiv_CV  Transfer_Learning  Gradient_Descent  Self-Supervised  CNN  Inference  PDF
• 2021-10-19 Continual self-training with bootstrapped remixing for speech enhancement    Efthymios Tzinis, Yossi Adi, Vamsi K. Ithapu, Buye Xu, Anurag Kumar arXiv_SD arXiv_SD  Unsupervised  Enhancement  Speech  Self-Supervised  Pose  PDF
• 2021-10-19 Stochastic Primal-Dual Deep Unrolling Networks for Imaging Inverse Problems    Junqi Tang arXiv_CV arXiv_CV  Reconstruction  Unsupervised  3D  Adversarial  Self-Supervised  Pose  Action  PDF
• 2021-10-19 Learning a self-supervised tone mapping operator via feature contrast masking loss    Chao Wang, Bin Chen, Hans-Peter Seidel, Karol Myszkowski, Ana Serrano arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  PDF
• 2021-10-19 Self-Supervised Object Detection via Generative Image Synthesis    Siva Karthik Mustikovela, Shalini De Mello, Aayush Prakash, Umar Iqbal, Sifei Liu, Thu Nguyen-Phuoc, Carsten Rother, Jan Kautz arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Detection  Object_Detection  GAN  PDF
• 2021-10-19 SSAST: Self-Supervised Audio Spectrogram Transformer    Yuan Gong, Cheng-I Jeff Lai, Yu-An Chung, James Glass arXiv_AI arXiv_AI  Transformer  Recognition  Knowledge  Speech  Self-Supervised  Pose  Emotion  Classification  Deep_Learning  Attention  CNN  PDF
• 2021-10-18 Self-Supervised Monocular DepthEstimation with Internal Feature Fusion    Hang Zhou, David Greenwood, Sarah Taylor arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Self-Supervised  Pose  Attention  PDF
• 2021-10-18 No RL, No Simulation: Learning to Navigate without Navigating    Meera Hahn, Devendra Chaplot, Shubham Tulsiani, Mustafa Mukadam, James M. Rehg, Abhinav Gupta arXiv_CV arXiv_CV  Self-Supervised  Pose  Action  PDF
• 2021-10-18 TLDR: Twin Learning for Dimensionality Reduction    Yannis Kalantidis, Carlos Lassance, Jon Almazan, Diane Larlus arXiv_AI arXiv_AI  Unsupervised  Optimization  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-10-18 SentimentArcs: A Novel Method for Self-Supervised Sentiment Analysis of Time Series Shows SOTA Transformers Can Struggle Finding Narrative Arcs    Jon Chun arXiv_CL arXiv_CL  Transformer  Optimization  Knowledge  Review  Self-Supervised  Survey  Sentiment  PDF
• 2021-10-18 Understanding Dimensional Collapse in Contrastive Self-supervised Learning    Li Jing, Pascal Vincent, Yann LeCun, Yuandong Tian arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-10-18 Self-Supervised Representation Learning: Introduction, Advances and Challenges    Linus Ericsson, Henry Gouk, Chen Change Loy, Timothy M. Hospedales arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Survey  Deep_Learning  PDF
• 2021-10-18 Self-supervised denoising for massive noisy images    Feng Wang, Trond R. Henninen, Debora Keller, Rolf Erni arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Deep_Learning  Denoising  PDF
• 2021-10-18 Body Part Regression for CT Images    Sarah Schuhegger arXiv_CV arXiv_CV  Recognition  Self-Supervised  Deep_Learning  Medical  Prediction  PDF
• 2021-10-18 Speech Representation Learning Through Self-supervised Pretraining And Multi-task Finetuning    Yi-Chen Chen, Shu-wen Yang, Cheng-Kuang Lee, Simon See, Hung-yi Lee arXiv_AI arXiv_AI  Represenation_Learning  Speech  Self-Supervised  PDF
• 2021-10-18 Demystifying How Self-Supervised Features Improve Training from Noisy Labels    Hao Cheng, Zhaowei Zhu, Xing Sun, Yang Liu arXiv_CV arXiv_CV  Knowledge  Self-Supervised  PDF
• 2021-10-18 SS-MAIL: Self-Supervised Multi-Agent Imitation Learning    Akshay Dharmavaram, Tejus Gupta, Jiachen Li, Katia P. Sycara arXiv_AI arXiv_AI  Adversarial  Self-Supervised  Action  Prediction  PDF
• 2021-10-17 Deep Clustering For General-Purpose Audio Representations    Sreyan Ghosh, Sandesh V Katta, Ashish Seth, S. Umesh arXiv_CL arXiv_CL  Embedding  Speech  Self-Supervised  Pose  Classification  Prediction  PDF
• 2021-10-17 Self-Supervised Learning for Binary Networks by Joint Classifier Training    Dahyun Kim, Jonghyun Choi arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-10-17 Self-Supervised U-Net for Segmenting Flat and Sessile Polyps    Debayan Bhattacharya, Christian Betz, Dennis Eggert, Alexander Schlaefer arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Detection  CNN  PDF
• 2021-10-15 DS-TOD: Efficient Domain Specialization for Task Oriented Dialog    Chia-Chien Hung, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavaš arXiv_CL arXiv_CL  Tracking  Salient  Knowledge  Self-Supervised  Pose  Language_Model  PDF
• 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 SGEN: Single-cell Sequencing Graph Self-supervised Embedding Network    Ziyi Liu, Minghui Liao, Fulin luo, Bo Du arXiv_AI arXiv_AI  Embedding  Self-Supervised  Relation  CNN  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
• 2021-10-15 Self-supervised Contrastive Attributed Graph Clustering    Wei Xia, Quanxue Gao, Ming Yang, Xinbo Gao arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  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 Multi-Modal Pre-Training for Automated Speech Recognition    David M. Chan, Shalini Ghosh, Debmalya Chakrabarty, Björn Hoffmeister arXiv_SD arXiv_SD  Recognition  Speech  Self-Supervised  Speech_Recognition  Language_Model  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