Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
Minimalistic Unsupervised Learning with the Sparse Manifold Transform Yubei Chen Zeyu Yun Yi Ma Bruno A. Olshausen Yann LeCun 119 8 0 30 Sep 2022
Weighted Contrastive Hashing Jiaguo Yu Huming Qiu Dubing Chen Haofeng Zhang SSL 69 1 0 28 Sep 2022
Rethinking Clustering-Based Pseudo-Labeling for Unsupervised Meta-Learning Xingping Dong Jianbing Shen Ling Shao 76 9 0 27 Sep 2022
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels Chenyu You Weicheng Dai Fenglin Liu Yifei Min Haoran Su Xiaoran Zhang Xiaoxiao Li David Clifton Lawrence H. Staib James S. Duncan 167 53 0 27 Sep 2022
MaxMatch: Semi-Supervised Learning with Worst-Case Consistency Yangbangyan Jiang Xiaodan Li Xiaodan Li YueFeng Chen Yuan He Qianqian Xu Zhiyong Yang Xiaochun Cao Qingming Huang 85 19 0 26 Sep 2022
Collaboration of Pre-trained Models Makes Better Few-shot Learner Renrui Zhang Bohao Li Wei Zhang Hao Dong Hongsheng Li Peng Gao Yu Qiao VLM 114 7 0 25 Sep 2022
Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and Tasks Chuyan Zhang Yun Gu 125 0 0 25 Sep 2022
GIDP: Learning a Good Initialization and Inducing Descriptor Post-enhancing for Large-scale Place Recognition Zhaoxin Fan Zhenbo Song Hongyan Liu Jun He 128 0 0 23 Sep 2022
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics Mohit Prabhushankar Kiran Kokilepersaud Yash-yee Logan Stephanie Trejo Corona Ghassan AlRegib C. Wykoff 90 31 0 22 Sep 2022
Pretraining the Vision Transformer using self-supervised methods for vision based Deep Reinforcement Learning Manuel Goulão Arlindo L. Oliveira ViT 120 6 0 22 Sep 2022
SR-GCL: Session-Based Recommendation with Global Context Enhanced Augmentation in Contrastive Learning Eunkyu Oh Taehun Kim Minsoo Kim Yunhu Ji Sushil Khyalia 47 1 0 22 Sep 2022
A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation Georgy Ponimatkin Nermin Samet Yanghua Xiao Yuming Du Renaud Marlet Vincent Lepetit VOS 120 20 0 19 Sep 2022
Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving Xiwen Liang Yangxin Wu Jianhua Han Hang Xu Chunjing Xu Xiaodan Liang 108 37 0 19 Sep 2022
The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning Romain Cosentino Sarath Shekkizhar Mahdi Soltanolkotabi A. Avestimehr Antonio Ortega SSL 100 7 0 18 Sep 2022
Self-Supervised Learning with an Information Maximization Criterion Serdar Ozsoy Shadi S. Hamdan Sercan O. Arik Deniz Yuret A. Erdogan SSL 67 39 0 16 Sep 2022
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning Jiangmeng Li Jingyao Wang Yanan Zhang Wenyi Mo Changwen Zheng Fuchun Sun Hui Xiong SSL 112 14 0 16 Sep 2022
Spatial-then-Temporal Self-Supervised Learning for Video Correspondence Rui Li Dong Liu 247 16 0 16 Sep 2022
Visual Recognition with Deep Nearest Centroids Wenguan Wang Cheng Han Tianfei Zhou Dongfang Liu 131 94 0 15 Sep 2022
HistoPerm: A Permutation-Based View Generation Approach for Improving Histopathologic Feature Representation Learning Joseph DiPalma Lorenzo Torresani Saeed Hassanpour AI4TS MedIm 50 2 0 13 Sep 2022
SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning Peizhuo Lv Pan Li Shenchen Zhu Shengzhi Zhang Kai Chen ... Fan Xiang Yuling Cai Hualong Ma Yingjun Zhang Guozhu Meng AAML 92 7 0 08 Sep 2022
Measuring the Interpretability of Unsupervised Representations via Quantized Reverse Probing Iro Laina Yuki M. Asano Andrea Vedaldi SSL 79 8 0 07 Sep 2022
Semi-supervised Crowd Counting via Density Agency Hui Lin Zhiheng Ma Xiaopeng Hong Yao Wang Zhou Su OT 70 31 0 07 Sep 2022
SimCLF: A Simple Contrastive Learning Framework for Function-level Binary Embeddings Ruijin Sun Guo Shize Jinhong Guo Li Wei Zhan Dazhi Sun Meng Zhisong Pan 64 0 0 06 Sep 2022
Multimodal contrastive learning for remote sensing tasks Umang Jain Alex Wilson Varun Gulshan SSL 126 24 0 06 Sep 2022
Real-Time Cattle Interaction Recognition via Triple-stream Network Yang Yang Mizuka Komatsu K. Oyama T. Ohkawa 42 4 0 06 Sep 2022
Design of the topology for contrastive visual-textual alignment Zhun Sun 99 1 0 05 Sep 2022
Temporal Contrastive Learning with Curriculum Shuvendu Roy Ali Etemad 96 3 0 02 Sep 2022
Visual Prompting via Image Inpainting Amir Bar Yossi Gandelsman Trevor Darrell Amir Globerson Alexei A. Efros VLM VPVLM 91 212 0 01 Sep 2022
MAPLE: Masked Pseudo-Labeling autoEncoder for Semi-supervised Point Cloud Action Recognition Xiaodong Chen Wu Liu Xinchen Liu Yongdong Zhang Jungong Han Tao Mei 3DPC 86 13 0 01 Sep 2022
ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification Zhixiong Yang Junwen Pan Yanzhan Yang Xiaozhou Shi Hong-Yu Zhou Zhicheng Zhang Cheng Bian VLM MedIm AI4TS 89 28 0 01 Sep 2022
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing Qihua Feng Peiya Li Zhixun Lu Chaozhuo Li Zefang Wang Zhiquan Liu Chunhui Duan Feiran Huang ViT 55 13 0 31 Aug 2022
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and Beyond Cheng-Yen Hsieh Chih-Jung Chang Fu-En Yang Yu-Chiang Frank Wang SSL 83 8 0 30 Aug 2022
CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation Yunyao Mao Wen-gang Zhou Zhenbo Lu Jiajun Deng Houqiang Li 105 44 0 26 Aug 2022
Segmentation of Parotid Gland Tumors Using Multimodal MRI and Contrastive Learning Zián Xu Yin Dai Fayu Liu Bo Wu Weibin Chen Li-Li Shi MedIm 29 0 0 26 Aug 2022
Light-weight probing of unsupervised representations for Reinforcement Learning Wancong Zhang Anthony GX-Chen Vlad Sobal Yann LeCun Nicolas Carion SSL OffRL 87 14 0 25 Aug 2022
MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining Xiaoyi Dong Jianmin Bao Yinglin Zheng Ting Zhang Dongdong Chen ... Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu CLIP VLM 123 167 0 25 Aug 2022
Fix-A-Step: Semi-supervised Learning from Uncurated Unlabeled Data Zhe Huang Mary-Joy Sidhom B. Wessler M. C. Hughes 95 10 0 25 Aug 2022
Refine and Represent: Region-to-Object Representation Learning Akash Gokul Konstantinos Kallidromitis Shufang Li Yu Kato Kazuki Kozuka Trevor Darrell Colorado Reed SSeg 101 5 0 25 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 157 121 0 24 Aug 2022
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge Xiaofan Yu Yunhui Guo Sicun Gao Tajana Simunic CLL SSL 147 16 0 24 Aug 2022
IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification T. Vuong Q. Vu Mostafa Jahanifar S. Graham J. T. Kwak Nasir M. Rajpoot OOD 63 15 0 23 Aug 2022
Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning Xin Wei Huaiwei Cong Zheng Zhang Junran Peng Guoping Chen Jinpeng Li 63 7 0 23 Aug 2022
Spiral Contrastive Learning: An Efficient 3D Representation Learning Method for Unannotated CT Lesions Penghua Zhai Enwei Zhu Baolian Qi Xin Wei Jinpeng Li 65 0 0 23 Aug 2022
Patient-level Microsatellite Stability Assessment from Whole Slide Images By Combining Momentum Contrast Learning and Group Patch Embeddings D. Shats Hadar Hezi Guy Shani Y. Maruvka Moti Freiman 31 2 0 22 Aug 2022
GCISG: Guided Causal Invariant Learning for Improved Syn-to-real Generalization Gilhyun Nam Gyeongjae Choi Kyungmin Lee OOD 80 4 0 22 Aug 2022
CMSBERT-CLR: Context-driven Modality Shifting BERT with Contrastive Learning for linguistic, visual, acoustic Representations Junghun Kim Jihie Kim 45 2 0 21 Aug 2022
Looking For A Match: Self-supervised Clustering For Automatic Doubt Matching In e-learning Platforms V. Joshi S. Tatinati Yubo Wang 41 1 0 20 Aug 2022
Siamese Prototypical Contrastive Learning Shentong Mo Zhun Sun Chao Li SSL 63 13 0 18 Aug 2022
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 89 58 0 18 Aug 2022
Paint2Pix: Interactive Painting based Progressive Image Synthesis and Editing Jaskirat Singh Liang Zheng Cameron Smith J. Echevarria DiffM 59 10 0 17 Aug 2022