Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
Templates for 3D Object Pose Estimation Revisited: Generalization to New Objects and Robustness to Occlusions Van Nguyen Nguyen Yinlin Hu Yang Xiao Mathieu Salzmann Vincent Lepetit 3DV 3DPC 3DH 80 78 0 31 Mar 2022
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy Tong Zhang Congpei Qiu Wei Ke Sabine Süsstrunk Mathieu Salzmann SSL 110 39 0 31 Mar 2022
Large-Scale Pre-training for Person Re-identification with Noisy Labels Dengpan Fu Dongdong Chen Hao Yang Jianmin Bao Lu Yuan Lei Zhang Houqiang Li Fang Wen Dong Chen NoLa 100 60 0 30 Mar 2022
Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo Chaoning Zhang Kang Zhang T. Pham Axi Niu Zhinan Qiao Chang D. Yoo In So Kweon 117 57 0 30 Mar 2022
How Does SimSiam Avoid Collapse Without Negative Samples? A Unified Understanding with Self-supervised Contrastive Learning Chaoning Zhang Kang Zhang Chenshuang Zhang T. Pham Chang D. Yoo In So Kweon SSL 106 74 0 30 Mar 2022
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data Corentin Sautier Gilles Puy Spyros Gidaris Alexandre Boulch Andrei Bursuc Renaud Marlet 3DPC 112 118 0 30 Mar 2022
Semi-Supervised Learning of Semantic Correspondence with Pseudo-Labels Jiwon Kim Kwang-seok Ryoo Junyoung Seo Gyuseong Lee Daehwan Kim Hansang Cho Seung Wook Kim 97 26 0 30 Mar 2022
mc-BEiT: Multi-choice Discretization for Image BERT Pre-training Xiaotong Li Yixiao Ge Kun Yi Zixuan Hu Ying Shan Ling-yu Duan 108 40 0 29 Mar 2022
Self-Supervised Image Representation Learning with Geometric Set Consistency Nenglun Chen Lei Chu Hao Pan Yan Lu Wenping Wang SSL 96 8 0 29 Mar 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition Jun Li Zichang Tan Jun Wan Zhen Lei Guodong Guo 111 89 0 29 Mar 2022
SIOD: Single Instance Annotated Per Category Per Image for Object Detection Hanjun Li Xingjia Pan Ke Yan Fan Tang Weihao Zheng 74 18 0 29 Mar 2022
Rethinking Semantic Segmentation: A Prototype View Tianfei Zhou Wenguan Wang E. Konukoglu Luc Van Gool SSeg 145 276 0 28 Mar 2022
Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning Minghao Chen Fangyun Wei Chong Li Deng Cai AI4TS 105 35 0 28 Mar 2022
Learning Where to Learn in Cross-View Self-Supervised Learning Lang Huang Shan You Mingkai Zheng Fei Wang Chao Qian T. Yamasaki SSL 67 43 0 28 Mar 2022
Mugs: A Multi-Granular Self-Supervised Learning Framework Pan Zhou Yichen Zhou Chenyang Si Weihao Yu Teck Khim Ng Shuicheng Yan VLM 85 60 0 27 Mar 2022
CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning Tianlin Li Yuhang Huang Dan Zeng Guo-Jun Qi SSL 54 19 0 27 Mar 2022
Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning Liulei Li Tianfei Zhou Wenguan Wang Lu Yang Jian-Wei Li Yi Yang SSL 117 49 0 27 Mar 2022
Beyond Masking: Demystifying Token-Based Pre-Training for Vision Transformers Yunjie Tian Lingxi Xie Jiemin Fang Mengnan Shi Junran Peng Xiaopeng Zhang Jianbin Jiao Qi Tian QiXiang Ye 83 20 0 27 Mar 2022
DeepDPM: Deep Clustering With an Unknown Number of Clusters M. Ronen Shahaf E. Finder Oren Freifeld 90 72 0 27 Mar 2022
How Severe is Benchmark-Sensitivity in Video Self-Supervised Learning? Fida Mohammad Thoker Hazel Doughty Piyush Bagad Cees G. M. Snoek SSL 84 19 0 27 Mar 2022
Towards Discriminative Representation: Multi-view Trajectory Contrastive Learning for Online Multi-object Tracking En Yu Zhuoling Li Shoudong Han 119 44 0 27 Mar 2022
On the Viability of Monocular Depth Pre-training for Semantic Segmentation Dong Lao Fengyu Yang Daniel Wang Hyoungseob Park Samuel Lu Alex Wong Stefano Soatto MDE 95 0 0 26 Mar 2022
Versatile Multi-Modal Pre-Training for Human-Centric Perception Fangzhou Hong Liang Pan Zhongang Cai Ziwei Liu VLM 90 24 0 25 Mar 2022
Multimodal Pre-training Based on Graph Attention Network for Document Understanding Zhenrong Zhang Jiefeng Ma Jun Du Licheng Wang Jianshu Zhang 55 38 0 25 Mar 2022
Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation? Zhenyu Wang Yali Li Shengjin Wang ISeg 83 30 0 25 Mar 2022
Self-Supervised Predictive Learning: A Negative-Free Method for Sound Source Localization in Visual Scenes Zengjie Song Yuxi Wang Junsong Fan Tieniu Tan Zhaoxiang Zhang SSL 71 43 0 25 Mar 2022
Negative Selection by Clustering for Contrastive Learning in Human Activity Recognition Jinqiang Wang Tao Zhu L. Chen Huansheng Ning Yaping Wan SSL HAI 70 33 0 23 Mar 2022
Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning Weicheng Zhu C. Fernandez‐Granda N. Razavian SSL 64 4 0 23 Mar 2022
GradViT: Gradient Inversion of Vision Transformers Ali Hatamizadeh Hongxu Yin H. Roth Wenqi Li Jan Kautz Daguang Xu Pavlo Molchanov ViT 188 65 0 22 Mar 2022
CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation Feng Wang Huiyu Wang Chen Wei Alan Yuille Wei Shen SSL VLM 113 35 0 22 Mar 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity Yuntong Ye C. Yu Yi Chang Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 83 52 0 22 Mar 2022
Rebalanced Siamese Contrastive Mining for Long-Tailed Recognition Zhisheng Zhong Jiequan Cui Zeming Li Eric Lo Jian Sun Jiaya Jia SSL 108 5 0 22 Mar 2022
A Contrastive Objective for Learning Disentangled Representations Jonathan Kahana Yedid Hoshen SSL 67 13 0 21 Mar 2022
Dense Siamese Network for Dense Unsupervised Learning Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy 79 15 0 21 Mar 2022
Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective Jiawei Zhang Xiang Wang Xiao Bai Chen Wang Lei Huang Yimin Chen Lin Gu Jun Zhou Tatsuya Harada Edwin R. Hancock 88 57 0 21 Mar 2022
CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in Segmentation Renhao Wang Hang Zhao Yang Gao SSL 91 1 0 17 Mar 2022
DATA: Domain-Aware and Task-Aware Self-supervised Learning Qing Chang Junran Peng Lingxi Xie Jiajun Sun Hao Yin Qi Tian Zhaoxiang Zhang 83 8 0 17 Mar 2022
Object discovery and representation networks Olivier J. Hénaff Skanda Koppula Evan Shelhamer Daniel Zoran Andrew Jaegle Andrew Zisserman João Carreira Relja Arandjelović 132 89 0 16 Mar 2022
X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation Yinan He Gengshi Huang Siyu Chen Jianing Teng Wang Kun Zhen-fei Yin Lu Sheng Ziwei Liu Yu Qiao Jing Shao VLM SSL ViT 107 7 0 16 Mar 2022
Weak Augmentation Guided Relational Self-Supervised Learning Mingkai Zheng Shan You Fei Wang Chao Qian Changshui Zhang Xiaogang Wang Chang Xu 97 5 0 16 Mar 2022
Is it all a cluster game? -- Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space Poulami Sinhamahapatra Rajat Koner Karsten Roscher Stephan Günnemann OODD 28 5 0 16 Mar 2022
QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation Xueqi Hu Xinyue Zhou Qiusheng Huang Zhengyi Shi Li Sun Qingli Li 65 82 0 16 Mar 2022
Panini-Net: GAN Prior Based Degradation-Aware Feature Interpolation for Face Restoration Yinhuai Wang Yu Fei Hu Jian Zhang CVBM 78 22 0 16 Mar 2022
Unsupervised Semantic Segmentation by Distilling Feature Correspondences Mark Hamilton Zhoutong Zhang Bharath Hariharan Noah Snavely William T. Freeman 66 245 0 16 Mar 2022
One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning Sharath Girish Debadeepta Dey Neel Joshi Vibhav Vineet S. Shah C. C. T. Mendes Abhinav Shrivastava Yale Song SSL 75 2 0 15 Mar 2022
SCD: Self-Contrastive Decorrelation for Sentence Embeddings T. Klein Moin Nabi SSL 54 26 0 15 Mar 2022
Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy Yuanhan Zhang Qi Sun Yichun Zhou Zexin He Zhen-fei Yin Kunze Wang Lu Sheng Yu Qiao Jing Shao Ziwei Liu ObjD VLM 110 19 0 15 Mar 2022
SISL:Self-Supervised Image Signature Learning for Splicing Detection and Localization Susmit Agrawal Prabhat Kumar Siddharth Seth T. Parag M. Singh R. Venkatesh Babu 93 11 0 15 Mar 2022
InsCon:Instance Consistency Feature Representation via Self-Supervised Learning Jun-Teng Yang Ke Zhang Zhaolin Cui Jinming Su Junfeng Luo Xiaolin K. Wei ISeg SSL 59 10 0 15 Mar 2022
Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering Jun Gao Wei Wang Changlong Yu Huan Zhao Wilfred Ng Ruifeng Xu SSL DRL 68 26 0 15 Mar 2022