Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
Contrastive Deep Supervision Linfeng Zhang Xin Chen Junbo Zhang Runpei Dong Kaisheng Ma 117 32 0 12 Jul 2022
Demystifying Unsupervised Semantic Correspondence Estimation Mehmet Aygun Oisin Mac Aodha 68 11 0 11 Jul 2022
A Closer Look at Invariances in Self-supervised Pre-training for 3D Vision Lanxiao Li M. Heizmann 3DPC 74 28 0 11 Jul 2022
CCPL: Contrastive Coherence Preserving Loss for Versatile Style Transfer Zijie Wu Zhen Zhu Junping Du Xiang Bai 135 88 0 11 Jul 2022
Domain Confused Contrastive Learning for Unsupervised Domain Adaptation Quanyu Long Tianze Luo Wenya Wang Sinno Jialin Pan 110 8 0 10 Jul 2022
Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation Ashraful Islam Bengt Lundell H. Sawhney Sudipta N. Sinha Peter Morales Richard J. Radke SSL 93 11 0 10 Jul 2022
Invisible Backdoor Attacks Using Data Poisoning in the Frequency Domain Chang Yue Peizhuo Lv Ruigang Liang Kai Chen AAML 75 11 0 09 Jul 2022
Pixel-level Correspondence for Self-Supervised Learning from Video Yash Sharma Yi Zhu Chris Russell Thomas Brox SSL 49 4 0 08 Jul 2022
Masked Surfel Prediction for Self-Supervised Point Cloud Learning Yabin Zhang Jiehong Lin Chenhang He Yuxiao Chen Kui Jia Lei Zhang 3DPC 81 22 0 07 Jul 2022
Contrastive Learning from Spatio-Temporal Mixed Skeleton Sequences for Self-Supervised Skeleton-Based Action Recognition Zhan Chen Hong Liu Tianyu Guo Zhengyang Chen Pinhao Song Haoling Tang SSL 78 20 0 07 Jul 2022
Self-Supervised RF Signal Representation Learning for NextG Signal Classification with Deep Learning Kemal Davaslioglu S. Boztaş M. C. Ertem Y. Sagduyu E. Ayanoglu SSL 81 26 0 07 Jul 2022
Vision Transformers: State of the Art and Research Challenges Bo-Kai Ruan Hong-Han Shuai Wen-Huang Cheng ViT 73 18 0 07 Jul 2022
Not All Models Are Equal: Predicting Model Transferability in a Self-challenging Fisher Space Wenqi Shao Xun Zhao Yixiao Ge Zhaoyang Zhang Lei Yang Xiaogang Wang Ying Shan Ping Luo 84 26 0 07 Jul 2022
Unsupervised Learning for Human Sensing Using Radio Signals Tianhong Li Lijie Fan Yuan. Yuan Dina Katabi SSL 97 34 0 06 Jul 2022
Image Coding for Machines with Omnipotent Feature Learning Ruoyu Feng Xin Jin Zongyu Guo Runsen Feng Yixin Gao Tianyu He Zhizheng Zhang Simeng Sun Zhibo Chen VLM 113 41 0 05 Jul 2022
Contrastive Cross-Modal Knowledge Sharing Pre-training for Vision-Language Representation Learning and Retrieval Keyu Wen Zhenshan Tan Qingrong Cheng Cheng Chen X. Gu VLM 80 0 0 02 Jul 2022
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision Sanat Ramesh V. Srivastav Deepak Alapatt Tong Yu Aditya Murali ... Saurav Sharma A. Fleurentin Georgios Exarchakis Alexandros Karargyris N. Padoy 134 46 0 01 Jul 2022
Reading and Writing: Discriminative and Generative Modeling for Self-Supervised Text Recognition Mingkun Yang Minghui Liao Pu Lu Jing Wang Shenggao Zhu Hualin Luo Qingzhen Tian X. Bai SSL 139 60 0 01 Jul 2022
No Reason for No Supervision: Improved Generalization in Supervised Models Mert Bulent Sariyildiz Yannis Kalantidis Alahari Karteek Diane Larlus SSL OOD LRM 91 29 0 30 Jun 2022
Interventional Contrastive Learning with Meta Semantic Regularizer Jingyao Wang Jiangmeng Li Changwen Zheng Fuchun Sun Hui Xiong 72 23 0 29 Jun 2022
Learning Gait Representation from Massive Unlabelled Walking Videos: A Benchmark Chao Fan Saihui Hou Jilong Wang Yongzhen Huang Shiqi Yu CVBM SSL 129 38 0 28 Jun 2022
Guillotine Regularization: Why removing layers is needed to improve generalization in Self-Supervised Learning Florian Bordes Randall Balestriero Q. Garrido Adrien Bardes Pascal Vincent 121 24 0 27 Jun 2022
Self-supervised Learning in Remote Sensing: A Review Yi Wang C. Albrecht Nassim Ait Ali Braham Lichao Mou Xiao Xiang Zhu 165 229 0 27 Jun 2022
Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis Jun Li Yushan Zheng Kun-Hsuan Wu Jun Shi Feng-ying Xie Zhi-guo Jiang SSL 49 11 0 27 Jun 2022
Graph Component Contrastive Learning for Concept Relatedness Estimation Yueen Ma Zixing Song Xuming Hu Jingjing Li Yifei Zhang Irwin King 85 12 0 25 Jun 2022
SLIC: Self-Supervised Learning with Iterative Clustering for Human Action Videos S. H. Khorasgani Yuxuan Chen Florian Shkurti SSL 114 24 0 25 Jun 2022
Efficient and Robust Training of Dense Object Nets for Multi-Object Robot Manipulation David B. Adrian A. Kupcsik Markus Spies Heiko Neumann 3DPC 90 7 0 24 Jun 2022
DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection W. G. C. Bandara Nithin Gopalakrishnan Nair Vishal M. Patel DiffM 85 8 0 23 Jun 2022
On the Importance and Applicability of Pre-Training for Federated Learning Hong-You Chen Cheng-Hao Tu Zi-hua Li Hang Shen Wei-Lun Chao FedML 124 83 0 23 Jun 2022
HealNet -- Self-Supervised Acute Wound Heal-Stage Classification Héctor Carrión Mohammad Jafari Hsin-ya Yang Roslyn Rivkah M. Rolandi Marcella M. Gomez Narges Norouzi 78 6 0 21 Jun 2022
Enhancing Multi-view Stereo with Contrastive Matching and Weighted Focal Loss Yikang Ding Zhenyang Li Dihe Huang Zhiheng Li Kai Zhang 3DV 119 6 0 21 Jun 2022
Probing Visual-Audio Representation for Video Highlight Detection via Hard-Pairs Guided Contrastive Learning Shuaicheng Li Feng Zhang Kunlin Yang Lin-Na Liu Shinan Liu Jun Hou Shuai Yi 100 9 0 21 Jun 2022
3D Object Detection for Autonomous Driving: A Comprehensive Survey Jiageng Mao Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 157 232 0 19 Jun 2022
Replacing Labeled Real-image Datasets with Auto-generated Contours Hirokatsu Kataoka Ryo Hayamizu Ryosuke Yamada Kodai Nakashima Sora Takashima Xinyu Zhang Edgar Josafat Martinez-Noriega Nakamasa Inoue Rio Yokota 53 26 0 18 Jun 2022
Bag of Image Patch Embedding Behind the Success of Self-Supervised Learning Yubei Chen Adrien Bardes Zengyi Li Yann LeCun SSL AIFin 131 7 0 17 Jun 2022
How Robust is Unsupervised Representation Learning to Distribution Shift? Yuge Shi Imant Daunhawer Julia E. Vogt Philip Torr Amartya Sanyal OOD 114 28 0 17 Jun 2022
DU-Net based Unsupervised Contrastive Learning for Cancer Segmentation in Histology Images Yilong Li Yaqi Wang Huiyu Zhou Huaqiong Wang Gangyong Jia Qianni Zhang SSL MedIm 53 1 0 17 Jun 2022
Evaluation of Contrastive Learning with Various Code Representations for Code Clone Detection Maksim Zubkov Egor Spirin Egor Bogomolov T. Bryksin 94 5 0 17 Jun 2022
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning M. Gwilliam Abhinav Shrivastava SSL 138 21 1 16 Jun 2022
iBoot: Image-bootstrapped Self-Supervised Video Representation Learning F. Saleh Fuwen Tan Adrian Bulat Georgios Tzimiropoulos Brais Martínez SSL 104 1 0 16 Jun 2022
Patch-level Representation Learning for Self-supervised Vision Transformers Sukmin Yun Hankook Lee Jaehyung Kim Jinwoo Shin ViT 120 68 0 16 Jun 2022
Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning Tianlong Chen Sijia Liu Shiyu Chang Lisa Amini Zhangyang Wang CLL 94 4 0 15 Jun 2022
Masked Frequency Modeling for Self-Supervised Visual Pre-Training Jiahao Xie Wei Li Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy 122 76 0 15 Jun 2022
Masked Siamese ConvNets L. Jing Jiachen Zhu Yann LeCun SSL 123 35 0 15 Jun 2022
A Simple Data Mixing Prior for Improving Self-Supervised Learning Sucheng Ren Huiyu Wang Zhengqi Gao Shengfeng He Alan Yuille Yuyin Zhou Cihang Xie 51 35 0 15 Jun 2022
Test-Time Adaptation for Visual Document Understanding Sayna Ebrahimi Sercan O. Arik Tomas Pfister OOD 80 6 0 15 Jun 2022
Look, Radiate, and Learn: Self-Supervised Localisation via Radio-Visual Correspondence Mohammed Alloulah Maximilian Arnold SSL 109 2 0 13 Jun 2022
Contrastive Learning for Unsupervised Domain Adaptation of Time Series Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang AI4TS 105 47 0 13 Jun 2022
Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? Xiang Li Jinghuan Shang Srijan Das Michael S. Ryoo SSL 109 33 0 10 Jun 2022
Is Self-Supervised Learning More Robust Than Supervised Learning? Yuanyi Zhong Haoran Tang Jun-Kun Chen Jian-wei Peng Yu-Xiong Wang SSL OOD 79 26 0 10 Jun 2022