Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition Yuchen Hu Ruizhe Li Chen Chen Heqing Zou Qiu-shi Zhu Eng Siong Chng 98 8 0 16 May 2023
Learning Better Contrastive View from Radiologist's Gaze Sheng Wang Zixu Zhuang Xi Ouyang Lichi Zhang Zheren Li Chong Ma Tianming Liu Dinggang Shen Qian Wang MedIm 66 2 0 15 May 2023
PLIP: Language-Image Pre-training for Person Representation Learning Jia-li Zuo Jiahao Hong Feng Zhang Changqian Yu Hanyu Zhou Changxin Gao Nong Sang Jingdong Wang VLM MLLM 140 38 0 15 May 2023
Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding Hongliang He Junlei Zhang Zhenzhong Lan Yue Zhang 77 5 0 12 May 2023
Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery Bingchen Zhao Xin Wen Kai Han 68 58 0 10 May 2023
Towards Effective Visual Representations for Partial-Label Learning Shiyu Xia Jiaqi Lv Ning Xu Gang Niu Xin Geng VLM SSL 102 29 0 10 May 2023
MSVQ: Self-Supervised Learning with Multiple Sample Views and Queues Chengwei Peng Xianzhong Long Yun Li SSL 87 1 0 09 May 2023
Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation Chaoya Jiang Wei Ye Haiyang Xu Miang yan Shikun Zhang Jie Zhang Fei Huang VLM 92 16 0 08 May 2023
A vector quantized masked autoencoder for audiovisual speech emotion recognition Samir Sadok Simon Leglaive Renaud Séguier SSL 183 6 0 05 May 2023
Cross-Stream Contrastive Learning for Self-Supervised Skeleton-Based Action Recognition Sergio Valcarcel Macua Yongqiang Tang Zhizhong Zhang Wensheng Zhang 91 11 0 03 May 2023
Long-Tailed Recognition by Mutual Information Maximization between Latent Features and Ground-Truth Labels Min-Kook Suh Seung-Woo Seo SSL 87 17 0 02 May 2023
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations Gengchen Mai Ni Lao Yutong He Jiaming Song Stefano Ermon 132 64 0 01 May 2023
SelfDocSeg: A Self-Supervised vision-based Approach towards Document Segmentation Subhajit Maity Sanket Biswas Siladittya Manna Ayan Banerjee Josep Lladós Saumik Bhattacharya Umapada Pal 94 5 0 01 May 2023
What Do Self-Supervised Vision Transformers Learn? Namuk Park Wonjae Kim Byeongho Heo Taekyung Kim Sangdoo Yun SSL 183 81 1 01 May 2023
Part Aware Contrastive Learning for Self-Supervised Action Recognition Yilei Hua Wenhan Wu Ce Zheng Aidong Lu Mengyuan Liu Chong Chen Shiqian Wu SSL 169 39 0 01 May 2023
Exploiting the Distortion-Semantic Interaction in Fisheye Data Kiran Kokilepersaud Mohit Prabhushankar Yavuz Yarici Ghassan AlRegib Armin Parchami 62 4 0 28 Apr 2023
Human Activity Recognition Using Self-Supervised Representations of Wearable Data Maximilien Burq Niranjan Sridhar 101 0 0 26 Apr 2023
Self-Supervised Multi-Object Tracking For Autonomous Driving From Consistency Across Timescales Christopher Lang Alexander Braun Lars Schillingmann Abhinav Valada 81 6 0 25 Apr 2023
Multi-cropping Contrastive Learning and Domain Consistency for Unsupervised Image-to-Image Translation Chen Zhao Weixi Cai Zheng Yuan Cheng Hu 90 1 0 24 Apr 2023
A Cookbook of Self-Supervised Learning Randall Balestriero Mark Ibrahim Vlad Sobal Ari S. Morcos Shashank Shekhar ... Pierre Fernandez Amir Bar Hamed Pirsiavash Yann LeCun Micah Goldblum SyDa FedML SSL 172 285 0 24 Apr 2023
You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation Nermin Samet Oriane Siméoni Gilles Puy Georgy Ponimatkin Renaud Marlet Vincent Lepetit 3DPC 134 4 0 23 Apr 2023
No Free Lunch in Self Supervised Representation Learning Ihab Bendidi Adrien Bardes E. Cohen Alexis Lamiable Guillaume Bollot Auguste Genovesio OOD 95 11 0 23 Apr 2023
CoReFace: Sample-Guided Contrastive Regularization for Deep Face Recognition Youzhe Song Feng Wang CVBM 88 12 0 23 Apr 2023
Spectral Normalization and Dual Contrastive Regularization for Image-to-Image Translation Chen Zhao W. Cai Zheng Yuan DiffM 83 13 0 22 Apr 2023
Domain Generalization for Mammographic Image Analysis with Contrastive Learning Zheren Li Zhiming Cui Lichi Zhang Sheng Wang Chenjin Lei ... Yajia Gu Zaiyi Liu Chunling Liu Dinggang Shen Jie‐Zhi Cheng 102 2 0 20 Apr 2023
FastRLAP: A System for Learning High-Speed Driving via Deep RL and Autonomous Practicing Kyle Stachowicz Dhruv Shah Arjun Bhorkar Ilya Kostrikov Sergey Levine OffRL 79 28 0 19 Apr 2023
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding Dilxat Muhtar Xue-liang Zhang Pengfeng Xiao Zhenshi Li Feng-Xue Gu SSL 114 59 0 19 Apr 2023
Denoising Cosine Similarity: A Theory-Driven Approach for Efficient Representation Learning Takumi Nakagawa Y. Sanada Hiroki Waida Yuhui Zhang Yuichiro Wada K. Takanashi Tomonori Yamada Takafumi Kanamori DiffM 68 5 0 19 Apr 2023
To Compress or Not to Compress- Self-Supervised Learning and Information Theory: A Review Ravid Shwartz-Ziv Yann LeCun SSL 144 75 0 19 Apr 2023
TTIDA: Controllable Generative Data Augmentation via Text-to-Text and Text-to-Image Models Yuwei Yin Jean Kaddour Xiang Zhang Yixin Nie Zhenguang Liu Lingpeng Kong Qi Liu DiffM 82 11 0 18 Apr 2023
VECO 2.0: Cross-lingual Language Model Pre-training with Multi-granularity Contrastive Learning Zhen-Ru Zhang Chuanqi Tan Songfang Huang Fei Huang VLM 66 5 0 17 Apr 2023
Multi-Mode Online Knowledge Distillation for Self-Supervised Visual Representation Learning Kaiyou Song Jin Xie Shanyi Zhang Zimeng Luo 86 31 0 13 Apr 2023
Learning Transferable Pedestrian Representation from Multimodal Information Supervision Li-Na Bao Longhui Wei Xiaoyu Qiu Wen-gang Zhou Houqiang Li Qi Tian SSL 79 5 0 12 Apr 2023
A Billion-scale Foundation Model for Remote Sensing Images Keumgang Cha Junghoon Seo Taekyung Lee 121 71 0 11 Apr 2023
CAVL: Learning Contrastive and Adaptive Representations of Vision and Language Shentong Mo Jingfei Xia Ihor Markevych CLIP VLM 65 1 0 10 Apr 2023
Self-Supervised Learning of Object Segmentation from Unlabeled RGB-D Videos Shiyang Lu Yunfu Deng Abdeslam Boularias Kostas Bekris VOS 70 0 0 09 Apr 2023
Attack is Good Augmentation: Towards Skeleton-Contrastive Representation Learning Binqian Xu Xiangbo Shu Rui Yan Guosen Xie Yixiao Ge Mike Zheng Shou AAML 77 1 0 08 Apr 2023
Localized Region Contrast for Enhancing Self-Supervised Learning in Medical Image Segmentation Xiangyi Yan Junayed Naushad Chenyu You Hao Tang Shanlin Sun Kun Han Haoyu Ma James Duncan Xiaohui Xie SSL 81 4 0 06 Apr 2023
VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-Supervision Mengyin Liu Jie Jiang Chao Zhu Xu-Cheng Yin VLM 62 25 0 06 Apr 2023
Synthetic Hard Negative Samples for Contrastive Learning Hengkui Dong Xianzhong Long Yun Li Lei Chen SSL 65 8 0 06 Apr 2023
Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation Yuanhong Chen Yuyuan Liu Hu Wang Fengbei Liu Chong Wang Helen Frazer G. Carneiro VOS 93 18 0 06 Apr 2023
ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast Chenyu You Weicheng Dai Yifei Min Lawrence H. Staib Jasjeet Sekhon James S. Duncan MedIm 88 38 0 05 Apr 2023
Adaptive Data Augmentation for Contrastive Learning Yu-Hui Zhang He Zhu Shan Yu 86 8 0 05 Apr 2023
Multi-Level Contrastive Learning for Dense Prediction Task Qiushan Guo Yizhou Yu Yi Jiang Jiannan Wu Zehuan Yuan Ping Luo SSL 111 2 0 04 Apr 2023
Revisiting the Evaluation of Image Synthesis with GANs Mengping Yang Ceyuan Yang Yichi Zhang Qingyan Bai Yujun Shen Bo Dai EGVM 90 7 0 04 Apr 2023
Motion-R3: Fast and Accurate Motion Annotation via Representation-based Representativeness Ranking Jubo Yu Tianxiang Ren Shihui Guo Fengyi Fang Kai Wang Zi-Xin Zeng Yazhan Zhang A. Aristidou Yipeng Qin 3DV 80 0 0 04 Apr 2023
Improved Visual Fine-tuning with Natural Language Supervision Junyan Wang Yuanhong Xu Juhua Hu Ming Yan Jitao Sang Qi Qian 71 8 0 04 Apr 2023
Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning Ajinkya Tejankar Maziar Sanjabi Qifan Wang Sinong Wang Hamed Firooz Hamed Pirsiavash L Tan AAML 86 21 0 04 Apr 2023
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution Jaeill Kim Suhyun Kang Duhun Hwang Jungwook Shin Wonjong Rhee DRL 109 24 0 04 Apr 2023
Constructive Assimilation: Boosting Contrastive Learning Performance through View Generation Strategies Ligong Han Seung-Jun Han Shivchander Sudalairaj Charlotte Loh Rumen Dangovski ... Pulkit Agrawal Dimitris N. Metaxas Leonid Karlinsky Tsui-Wei Weng Akash Srivastava 108 1 0 02 Apr 2023