Title
InsCLR: Improving Instance Retrieval with Self-Supervision Zelu Deng Yujie Zhong Sheng Guo Weilin Huang 28 13 0 02 Dec 2021
Robust Robotic Control from Pixels using Contrastive Recurrent State-Space Models Nitish Srivastava Walter A. Talbott Martin Bertran Lopez Shuangfei Zhai J. Susskind 43 4 0 02 Dec 2021
Extract Free Dense Labels from CLIP Chong Zhou Chen Change Loy Bo Dai VLM CLIP 66 458 0 02 Dec 2021
Fighting Fire with Fire: Contrastive Debiasing without Bias-free Data via Generative Bias-transformation Yeonsung Jung Hajin Shim J. Yang Eunho Yang 37 8 0 02 Dec 2021
Vision Pair Learning: An Efficient Training Framework for Image Classification Bei Tong Xiaoyuan Yu ViT 25 0 0 02 Dec 2021
CLAWS: Contrastive Learning with hard Attention and Weak Supervision Jansel Herrera-Gerena Ramakrishnan Sundareswaran John Just Matthew J. Darr Ali Jannesari SSL 43 2 0 01 Dec 2021
Revisiting the Transferability of Supervised Pretraining: an MLP Perspective Yizhou Wang Shixiang Tang Feng Zhu Lei Bai Rui Zhao Donglian Qi Wanli Ouyang 37 51 0 01 Dec 2021
Object-Aware Cropping for Self-Supervised Learning Shlok Kumar Mishra Anshul B. Shah Ankan Bansal Abhyuday N. Jagannatha Janit Anjaria Abhishek Sharma David Jacobs Dilip Krishnan SSL 31 22 0 01 Dec 2021
Unleashing the Potential of Unsupervised Pre-Training with Intra-Identity Regularization for Person Re-Identification Zizheng Yang Xin Jin Kecheng Zheng Feng Zhao SSL 38 22 0 01 Dec 2021
Diffusion Autoencoders: Toward a Meaningful and Decodable Representation Konpat Preechakul Nattanat Chatthee Suttisak Wizadwongsa Supasorn Suwajanakorn SyDa DiffM 58 417 0 30 Nov 2021
Boosting Discriminative Visual Representation Learning with Scenario-Agnostic Mixup Siyuan Li Zicheng Liu Zedong Wang Di Wu Zihan Liu Stan Z. Li 42 26 0 30 Nov 2021
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning Sara Atito Muhammad Awais Ammarah Farooq Zhenhua Feng J. Kittler 22 17 0 30 Nov 2021
UBoCo : Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection Hyolim Kang Jinwoo Kim Taehyun Kim Seon Joo Kim 46 25 0 29 Nov 2021
Improving Zero-shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions Bogdan Mazoure Ilya Kostrikov Ofir Nachum Jonathan Tompson OffRL 51 21 0 29 Nov 2021
Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning J. Denize Jaonary Rabarisoa Astrid Orcesi Romain Hérault S. Canu SSL 21 30 0 29 Nov 2021
Targeted Supervised Contrastive Learning for Long-Tailed Recognition Tianhong Li Peng Cao Yuan. Yuan Lijie Fan Yuzhe Yang Rogerio Feris Piotr Indyk Dina Katabi 48 176 0 27 Nov 2021
Failure Modes of Domain Generalization Algorithms T. Galstyan Hrayr Harutyunyan Hrant Khachatrian Greg Ver Steeg Aram Galstyan OOD 44 10 0 26 Nov 2021
Contrastive Object-level Pre-training with Spatial Noise Curriculum Learning Chenhongyi Yang Lichao Huang Elliot J. Crowley SSL VLM 34 6 0 26 Nov 2021
Using Fictitious Class Representations to Boost Discriminative Zero-Shot Learners Mohammed Dabbah Ran El-Yaniv 22 0 0 26 Nov 2021
Semi-Supervised Music Tagging Transformer Minz Won Keunwoo Choi Xavier Serra ViT MedIm 25 47 0 26 Nov 2021
ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics Aiham Taleb Matthias Kirchler Remo Monti C. Lippert SSL MedIm 36 54 0 26 Nov 2021
Simple Contrastive Representation Adversarial Learning for NLP Tasks Deshui Miao Jiaqi Zhang Wenbo Xie Jian Song Xin Li Lijuan Jia Ning Guo SSL 19 13 0 26 Nov 2021
Learning from Temporal Gradient for Semi-supervised Action Recognition Junfei Xiao Longlong Jing Lin Zhang Ju He Qi She Zongwei Zhou Alan Yuille Yingwei Li 16 51 0 25 Nov 2021
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 SSL GAN 43 16 0 25 Nov 2021
PolyViT: Co-training Vision Transformers on Images, Videos and Audio Valerii Likhosherstov Anurag Arnab K. Choromanski Mario Lucic Yi Tay Adrian Weller Mostafa Dehghani ViT 35 73 0 25 Nov 2021
Self-Distilled Self-Supervised Representation Learning Jiho Jang Seonhoon Kim Kiyoon Yoo Chaerin Kong Jang-Hyun Kim Nojun Kwak SSL 28 15 0 25 Nov 2021
Exploiting Both Domain-specific and Invariant Knowledge via a Win-win Transformer for Unsupervised Domain Adaptation Wen-hui Ma Jinming Zhang Shuang Li Chi Harold Liu Yulin Wang Wei Li ViT 27 11 0 25 Nov 2021
PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers Xiaoyi Dong Jianmin Bao Ting Zhang Dongdong Chen Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu Baining Guo ViT 52 239 0 24 Nov 2021
ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment Robin Karlsson Tomoki Hayashi Keisuke Fujii Alexander Carballo Kento Ohtani K. Takeda SSL 47 4 0 24 Nov 2021
Efficient Anomaly Detection Using Self-Supervised Multi-Cue Tasks Loic Jezequel Ngoc-Son Vu Jean Beaudet A. Histace 34 19 0 24 Nov 2021
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 CVBM 29 25 0 24 Nov 2021
RegionCL: Can Simple Region Swapping Contribute to Contrastive Learning? Yufei Xu Qiming Zhang Jing Zhang Dacheng Tao SSL 21 18 0 24 Nov 2021
Improved Fine-Tuning by Better Leveraging Pre-Training Data Ziquan Liu Yi Tian Xu Yuanhong Xu Qi Qian Hao Li Xiangyang Ji Antoni B. Chan Rong Jin 22 37 0 24 Nov 2021
APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation Jiacheng Chen Bin-Bin Gao Zongqing Lu Jing-Hao Xue Chengjie Wang Q. Liao VLM 30 32 0 24 Nov 2021
MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning Siladittya Manna Umapada Pal Saumik Bhattacharya SSL 35 1 0 24 Nov 2021
Multi-label Iterated Learning for Image Classification with Label Ambiguity Sai Rajeswar Pau Rodríguez López Soumye Singhal David Vazquez Rameswar Panda VLM 28 30 0 23 Nov 2021
Domain-Agnostic Clustering with Self-Distillation Mohammed Adnan Yani Andrew Ioannou Chuan-Yung Tsai Graham W. Taylor FedML SSL OOD 14 2 0 23 Nov 2021
Self-Supervised Pre-Training for Transformer-Based Person Re-Identification Haowen Luo Pichao Wang Yi Tian Xu Feng Ding Yanxin Zhou Fan Wang Hao Li Rong Jin ViT 42 59 0 23 Nov 2021
Learning Representation for Clustering via Prototype Scattering and Positive Sampling Zhizhong Huang Jie Chen Junping Zhang Hongming Shan 36 88 0 23 Nov 2021
Few-shot Image Generation with Mixup-based Distance Learning Chaerin Kong Jeesoo Kim D. Han Nojun Kwak 18 22 0 23 Nov 2021
Semi-Supervised Learning with Taxonomic Labels Jong-Chyi Su Subhransu Maji 43 10 0 23 Nov 2021
Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks Linus Ericsson Henry Gouk Timothy M. Hospedales SSL 16 15 0 22 Nov 2021
SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise Chen Feng Georgios Tzimiropoulos Ioannis Patras NoLa 29 18 0 22 Nov 2021
Semi-Supervised Vision Transformers Zejia Weng Xitong Yang Ang Li Zuxuan Wu Yu-Gang Jiang ViT 25 40 0 22 Nov 2021
Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition Peng Wang Jun Wen Chenyang Si Y. Qian Liang Wang SSL 41 42 0 22 Nov 2021
Self-supervised Semi-supervised Learning for Data Labeling and Quality Evaluation Haoping Bai Mengyao Cao Ping Huang Jiulong Shan SSL 31 10 0 22 Nov 2021
HoughCL: Finding Better Positive Pairs in Dense Self-supervised Learning Yunsung Lee Teakgyu Hong Han-Cheol Cho Junbum Cha Seungryong Kim SSL 12 0 0 21 Nov 2021
Towards Graph Self-Supervised Learning with Contrastive Adjusted Zooming Yizhen Zheng Ming Jin Shirui Pan Yuan-Fang Li Hao Peng Ming Li Zhao‐Rui Li SSL 38 24 0 20 Nov 2021
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation Laurynas Karazija Iro Laina Christian Rupprecht 3DV VOS 52 84 0 19 Nov 2021
Fast and Data-Efficient Training of Rainbow: an Experimental Study on Atari Dominik Schmidt Thomas Schmied OffRL 28 12 0 19 Nov 2021