Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
Federated Momentum Contrastive Clustering Runxuan Miao Erdem Koyuncu FedML 67 14 0 10 Jun 2022
From Labels to Priors in Capsule Endoscopy: A Prior Guided Approach for Improving Generalization with Few Labels Anuja Vats A. Mohammed Marius Pedersen OOD 48 8 0 10 Jun 2022
Self-Supervised Deep Subspace Clustering with Entropy-norm G. Zhao Simin Kou Xuesong Yin 76 1 0 10 Jun 2022
Towards Understanding Why Mask-Reconstruction Pretraining Helps in Downstream Tasks Jia Pan Pan Zhou Shuicheng Yan SSL 97 18 0 08 Jun 2022
Spatial Cross-Attention Improves Self-Supervised Visual Representation Learning M. Seyfi Amin Banitalebi-Dehkordi Yong Zhang SSL 64 0 0 07 Jun 2022
Extending Momentum Contrast with Cross Similarity Consistency Regularization M. Seyfi Amin Banitalebi-Dehkordi Yong Zhang SSL 73 12 0 07 Jun 2022
Consensus Learning for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Bin Zhang Dapeng Li Zeren Zhang Guangchong Zhou Hao Chen Guoliang Fan 91 15 0 06 Jun 2022
Semi-Supervised Learning for Mars Imagery Classification and Segmentation Wenjing Wang Lilang Lin Zejia Fan Jiaying Liu SSL 54 10 0 05 Jun 2022
MSR: Making Self-supervised learning Robust to Aggressive Augmentations Ying-Long Bai Erkun Yang Zhaoqing Wang Yuxuan Du Bo Han Cheng Deng Dadong Wang Tongliang Liu SSL 87 3 0 04 Jun 2022
Integrating Prior Knowledge in Contrastive Learning with Kernel Benoit Dufumier C. Barbano Robin Louiset Edouard Duchesnay Pietro Gori SSL 73 9 0 03 Jun 2022
On the duality between contrastive and non-contrastive self-supervised learning Q. Garrido Yubei Chen Adrien Bardes Laurent Najman Yann LeCun SSL 106 94 0 03 Jun 2022
Using Representation Expressiveness and Learnability to Evaluate Self-Supervised Learning Methods Yuchen Lu Zhen Liu A. Baratin Romain Laroche Rameswar Panda Alessandro Sordoni SSL 82 0 0 02 Jun 2022
Siamese Image Modeling for Self-Supervised Vision Representation Learning Chenxin Tao Xizhou Zhu Weijie Su Gao Huang Bin Li Jie Zhou Yu Qiao Xiaogang Wang Jifeng Dai SSL 115 97 0 02 Jun 2022
Hard Negative Sampling Strategies for Contrastive Representation Learning Afrina Tabassum Muntasir Wahed Hoda Eldardiry Ismini Lourentzou SSL 109 25 0 02 Jun 2022
3D-Augmented Contrastive Knowledge Distillation for Image-based Object Pose Estimation Zhidan Liu Zhen Xing Xiangdong Zhou Yijiang Chen G. Zhou 3DH 60 3 0 02 Jun 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 179 46 0 02 Jun 2022
Hyperspherical Consistency Regularization Cheng Tan Zhangyang Gao Lirong Wu Siyuan Li Stan Z. Li 108 26 0 02 Jun 2022
Augmentation Component Analysis: Modeling Similarity via the Augmentation Overlaps Lu Han Han-Jia Ye De-Chuan Zhan 95 4 0 01 Jun 2022
Generalized Supervised Contrastive Learning Jaewon Kim Hyuk-Gi Lee Jooyoung Chang S. Park SSL AILaw 50 1 0 01 Jun 2022
DeepCluE: Enhanced Image Clustering via Multi-layer Ensembles in Deep Neural Networks Dong Huang Ding Chen Xiang Chen Changdong Wang Jianhuang Lai 85 4 0 01 Jun 2022
MaskOCR: Text Recognition with Masked Encoder-Decoder Pretraining Pengyuan Lyu Chengquan Zhang Shanshan Liu Meina Qiao Yangliu Xu Liang Wu Kun Yao Junyu Han Errui Ding Jingdong Wang 130 43 0 01 Jun 2022
Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction Jun Chen Ming Hu Boyang Albert Li Mohamed Elhoseiny 156 37 0 01 Jun 2022
Contrasting quadratic assignments for set-based representation learning A. Moskalev Ivan Sosnovik Volker Fischer A. Smeulders SSL 101 9 0 31 May 2022
Self-Supervised Visual Representation Learning with Semantic Grouping Xin Wen Bingchen Zhao Anlin Zheng Xinming Zhang Xiaojuan Qi SSL 226 74 0 30 May 2022
Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding Tianyang Hu Zhili Liu Fengwei Zhou Wei Cao Weiran Huang SSL 107 28 0 30 May 2022
Frustratingly Easy Regularization on Representation Can Boost Deep Reinforcement Learning Qiang He Huangyuan Su Jieyu Zhang Xinwen Hou OOD OffRL 63 7 0 29 May 2022
A Closer Look at Self-Supervised Lightweight Vision Transformers Shaoru Wang Jin Gao Zeming Li Jian Sun Weiming Hu ViT 152 46 0 28 May 2022
Object-wise Masked Autoencoders for Fast Pre-training Jiantao Wu Shentong Mo ViT OCL 75 15 0 28 May 2022
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN Siyuan Li Di Wu Fang Wu Lei Shang Stan.Z.Li 84 50 0 27 May 2022
Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions Huaizu Jiang Xiaojian Ma Weili Nie Zhiding Yu Yuke Zhu Song-Chun Zhu Anima Anandkumar VLM 83 39 0 27 May 2022
A Survey on Long-Tailed Visual Recognition Lu Yang He Jiang Q. Song Jun Guo 95 135 0 27 May 2022
Semantic-aware Dense Representation Learning for Remote Sensing Image Change Detection Hao Chen Wenyuan Li Songhang Chen Zhenwei Shi 96 40 0 27 May 2022
HIRL: A General Framework for Hierarchical Image Representation Learning Minghao Xu Yuanfan Guo Xuanyu Zhu Jiawen Li Zhenbang Sun Jiangtao Tang Yi Xu Bingbing Ni SSL 32 3 0 26 May 2022
An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation Ziquan Liu Yi Tian Xu Yuanhong Xu Qi Qian Hao Li Rong Jin Xiangyang Ji Antoni B. Chan OOD 89 16 0 25 May 2022
Contrastive Learning with Boosted Memorization Zhihan Zhou Jiangchao Yao Yanfeng Wang Bo Han Ya Zhang SSL 111 31 0 25 May 2022
Federated Self-supervised Learning for Heterogeneous Clients Disha Makhija Nhat Ho Joydeep Ghosh FedML 125 26 0 25 May 2022
Multi-Augmentation for Efficient Visual Representation Learning for Self-supervised Pre-training Van-Nhiem Tran Chi-En Huang Shenxiu Liu Kaicheng Yang Timothy Ko Yung-Hui Li SSL 75 0 0 24 May 2022
SCVRL: Shuffled Contrastive Video Representation Learning Michael Dorkenwald Fanyi Xiao Biagio Brattoli Joseph Tighe Davide Modolo SSL 84 17 0 24 May 2022
Decoder Denoising Pretraining for Semantic Segmentation Emmanuel B. Asiedu Simon Kornblith Ting Chen Niki Parmar Matthias Minderer Mohammad Norouzi AI4CE 268 27 0 23 May 2022
Active Domain Adaptation with Multi-level Contrastive Units for Semantic Segmentation Hao Zhang Ruimao Zhang Zhanglin Peng Junle Wang Yanqing Jing 76 3 0 23 May 2022
Test-Time Robust Personalization for Federated Learning Liang Jiang Tao R. Lin FedML OOD TTA 157 48 0 22 May 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 295 368 0 21 May 2022
Improvements to Self-Supervised Representation Learning for Masked Image Modeling Jia-ju Mao Xuesong Yin Yuan Chang Honggu Zhou SSL 47 1 0 21 May 2022
Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer Wen-Rang Zhang Ling Yang Shijia Geng Shenda Hong ViT AI4TS 100 45 0 20 May 2022
Label-invariant Augmentation for Semi-Supervised Graph Classification Han Yue Chunhui Zhang Chuxu Zhang Hongfu Liu 86 31 0 19 May 2022
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning Yuxin Zhang Fan Tang Weiming Dong Haibin Huang Chongyang Ma Tong-Yee Lee Changsheng Xu 182 164 0 19 May 2022
Continual Pre-Training Mitigates Forgetting in Language and Vision Andrea Cossu Tinne Tuytelaars Antonio Carta Lucia C. Passaro Vincenzo Lomonaco D. Bacciu KELM VLM CLL 89 72 0 19 May 2022
Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions Xinpeng Ding Ziwei Liu Xuelong Li 84 13 0 19 May 2022
Global Contrast Masked Autoencoders Are Powerful Pathological Representation Learners Hao Quan Xingyu Li Weixing Chen Qun Bai Mingchen Zou Ruijie Yang Tingting Zheng R. Qi Xin Gao Xiaoyu Cui MedIm 110 21 0 18 May 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 122 168 0 16 May 2022