CO2: Consistent Contrast for Unsupervised Visual Representation Learning

5 October 2020

Papers citing "CO2: Consistent Contrast for Unsupervised Visual Representation Learning"

41 / 41 papers shown

Title
Self-Supervised Learning for Text Recognition: A Critical Survey Carlos Peñarrubia J. J. Valero-Mas Jorge Calvo-Zaragoza 69 1 0 29 Jul 2024
DEMO: A Statistical Perspective for Efficient Image-Text Matching Fan Zhang Xian-Sheng Hua Chong Chen Xiao Luo 27 0 0 19 May 2024
Learn and Search: An Elegant Technique for Object Lookup using Contrastive Learning Chandan Kumar Jansel Herrera-Gerena John Just Matthew J. Darr Ali Jannesari 44 0 0 12 Mar 2024
Separating common from salient patterns with Contrastive Representation Learning Robin Louiset Edouard Duchesnay Antoine Grigis Pietro Gori SSL DRL 38 1 0 19 Feb 2024
Soft Contrastive Learning for Time Series Seunghan Lee Taeyoung Park Kibok Lee AI4TS 27 19 0 27 Dec 2023
APoLLo: Unified Adapter and Prompt Learning for Vision Language Models Sanjoy Chowdhury Sayan Nag Dinesh Manocha VLM 27 17 0 04 Dec 2023
Generalized Category Discovery with Clustering Assignment Consistency Xiangli Yang Xinglin Pan Irwin King Zenglin Xu 23 2 0 30 Oct 2023
SemST: Semantically Consistent Multi-Scale Image Translation via Structure-Texture Alignment Ganning Zhao Wenhui Cui Suya You C.-C. Jay Kuo 32 2 0 08 Oct 2023
USL-Net: Uncertainty Self-Learning Network for Unsupervised Skin Lesion Segmentation Xiaofan Li Bo Peng Jie Hu Changyou Ma Daipeng Yang Zhuyang Xie 28 6 0 23 Sep 2023
Prompted Contrast with Masked Motion Modeling: Towards Versatile 3D Action Representation Learning Jiahang Zhang Lilang Lin Jiaying Liu SSL 16 15 0 08 Aug 2023
Relational Contrastive Learning for Scene Text Recognition Jinglei Zhang Tiancheng Lin Yi Xu Kaibo Chen Rui Zhang 16 8 0 01 Aug 2023
MSVQ: Self-Supervised Learning with Multiple Sample Views and Queues Chengwei Peng Xianzhong Long Yun Li SSL 27 1 0 09 May 2023
Unsupervised Synthetic Image Refinement via Contrastive Learning and Consistent Semantic-Structural Constraints Ganning Zhao Ting-Li Shen Suya You C.-C. Jay Kuo 32 5 0 25 Apr 2023
Multi-view Feature Extraction based on Triple Contrastive Heads Hongjie Zhang 11 0 0 22 Mar 2023
Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning J. Denize Jaonary Rabarisoa Astrid Orcesi Romain Hérault SSL 14 6 0 21 Dec 2022
A Unified Framework for Contrastive Learning from a Perspective of Affinity Matrix Wenbin Li Meihao Kong Xuesong Yang Lei Wang Jing Huo Yang Gao Jiebo Luo 27 0 0 26 Nov 2022
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations Jiahang Zhang Lilang Lin Jiaying Liu 13 46 0 24 Nov 2022
Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning Yifei Zhang Chang-rui Liu Yu Zhou Weiping Wang QiXiang Ye Xiangyang Ji SSL ISeg BDL 19 6 0 02 Nov 2022
Few-shot Text Classification with Dual Contrastive Consistency Liwen Sun Jiawei Han 19 0 0 29 Sep 2022
Adaptive Soft Contrastive Learning Chen Feng Ioannis Patras SSL 25 19 0 22 Jul 2022
Self-Supervised Consistent Quantization for Fully Unsupervised Image Retrieval Guile Wu Chaoxi Zhang Stephan Liwicki SSL 14 2 0 20 Jun 2022
CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation Feng Wang Huiyu Wang Chen Wei Alan Yuille Wei Shen SSL VLM 22 35 0 22 Mar 2022
Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks Chanyong Jung Gihyun Kwon Jong Chul Ye 24 84 0 03 Mar 2022
Constrained Mean Shift Using Distant Yet Related Neighbors for Representation Learning K. Navaneet Soroush Abbasi Koohpayegani Ajinkya Tejankar Kossar Pourahmadi Akshayvarun Subramanya Hamed Pirsiavash SSL 24 8 0 08 Dec 2021
Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning J. Denize Jaonary Rabarisoa Astrid Orcesi Romain Hérault S. Canu SSL 19 30 0 29 Nov 2021
MixSiam: A Mixture-based Approach to Self-supervised Representation Learning Xiaoyang Guo Tianhao Zhao Yutian Lin Bo Du SSL 20 6 0 04 Nov 2021
Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning Dahyun Kim Jonghyun Choi SSL MQ 22 5 0 17 Oct 2021
Temporal Knowledge Consistency for Unsupervised Visual Representation Learning Wei Feng Yuanjiang Wang Lihua Ma Ye Yuan Chi Zhang SSL 13 13 0 24 Aug 2021
Improving Contrastive Learning by Visualizing Feature Transformation Rui Zhu Bingchen Zhao Jingen Liu Zhenglong Sun C. L. P. Chen SSL 96 78 0 06 Aug 2021
Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization Rui Qian Yuxi Li Huabin Liu John See Shuangrui Ding Xian Liu Dian Li Weiyao Lin 30 42 0 04 Aug 2021
Trip-ROMA: Self-Supervised Learning with Triplets and Random Mappings Wenbin Li Xuesong Yang Meihao Kong Lei Wang Jing Huo Yang Gao Jiebo Luo 11 0 0 22 Jul 2021
A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning Pan Zhou Caiming Xiong Xiaotong Yuan S. Hoi SSL 14 12 0 28 Jun 2021
Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification Benoit Dufumier Pietro Gori J. Victor Antoine Grigis M. Wessa ... P. Favre M. Polosan C. Mcdonald C. Piguet Edouard Duchesnay SSL 16 65 0 16 Jun 2021
Exploring the Diversity and Invariance in Yourself for Visual Pre-Training Task Longhui Wei Lingxi Xie Wen-gang Zhou Houqiang Li Qi Tian SSL 21 3 0 01 Jun 2021
Mean Shift for Self-Supervised Learning Soroush Abbasi Koohpayegani Ajinkya Tejankar Hamed Pirsiavash SSL 20 93 0 15 May 2021
Contrastive Learning with Stronger Augmentations Xiao Wang Guo-Jun Qi CLL 17 219 0 15 Apr 2021
ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification Hao Chen Benoit Lagadec F. Brémond SSL 26 187 0 30 Mar 2021
ISD: Self-Supervised Learning by Iterative Similarity Distillation Ajinkya Tejankar Soroush Abbasi Koohpayegani Vipin Pillai Paolo Favaro Hamed Pirsiavash SSL 16 44 0 16 Dec 2020
Hard Negative Mixing for Contrastive Learning Yannis Kalantidis Mert Bulent Sariyildiz Noé Pion Philippe Weinzaepfel Diane Larlus SSL 29 628 0 02 Oct 2020
ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction Zhong Hao Chengqiang Lu Zheyuan Hu Hongya Wang Zhenya Huang Qi Liu Enhong Chen Cheekong Lee 12 136 0 07 Jul 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,369 0 09 Mar 2020