Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
GOPro: Generate and Optimize Prompts in CLIP using Self-Supervised Learning Mainak Singha Ankit Jha Biplab Banerjee VLM 79 4 0 22 Aug 2023
A Survey on Self-Supervised Representation Learning Tobias Uelwer Jan Robine Stefan Sylvius Wagner Marc Höftmann Eric Upschulte S. Konietzny Maike Behrendt Stefan Harmeling SSL AI4TS OOD 140 12 0 22 Aug 2023
CAME: Contrastive Automated Model Evaluation Ru Peng Qiuyang Duan Haobo Wang Jiachen Ma Yanbo Jiang Yongjun Tu Xiu Jiang Jiaqi Zhao ELM 81 5 0 22 Aug 2023
CoNe: Contrast Your Neighbours for Supervised Image Classification Mingkai Zheng Shan You Lang Huang Xiu Su Fei Wang Chao Qian Xiaogang Wang Chang Xu VLM 67 0 0 21 Aug 2023
Diffusion Model as Representation Learner Xingyi Yang Xinchao Wang DiffM 88 60 0 21 Aug 2023
Large Transformers are Better EEG Learners Bingxin Wang Xiao-Ying Fu Yuan Lan Luchan Zhang Wei Zheng Yang Xiang 138 6 0 20 Aug 2023
Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection Yichen Zhang Yifang Yin Ying Zhang Zhenguang Liu Zheng Wang Roger Zimmermann 75 2 0 19 Aug 2023
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation Yinda Chen Wei-Ping Huang Xiaoyu Liu Shiyu Deng Qi Chen Zhiwei Xiong 94 20 0 19 Aug 2023
Learnt Contrastive Concept Embeddings for Sign Recognition Ryan Wong Necati Cihan Camgöz Richard Bowden 74 5 0 18 Aug 2023
Diverse Cotraining Makes Strong Semi-Supervised Segmentor Yijiang Li Xinjiang Wang Lihe Yang Xue Jiang Wayne Zhang Ying Gao 89 19 0 18 Aug 2023
Contrastive Learning for Lane Detection via Cross-Similarity Ali Zoljodi S. Abadijou Mina Alibeigi Masoud Daneshtalab SSL 81 7 0 16 Aug 2023
SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-time Performance on Mobile Device Wei Gou Ziyao Yi Yan Xiang Sha Li Zibin Liu Dehui Kong Ke Xu 72 5 0 16 Aug 2023
Domain-Aware Fine-Tuning: Enhancing Neural Network Adaptability Seokhyeon Ha S. Jung Jungwook Lee 79 4 0 15 Aug 2023
Boosting Semi-Supervised Learning by bridging high and low-confidence predictions Khanh-Binh Nguyen Joon-Sung Yang 88 9 0 15 Aug 2023
Channel-Wise Contrastive Learning for Learning with Noisy Labels Hui-Sung Kang Sheng Liu Huaxi Huang Tongliang Liu NoLa 96 0 0 14 Aug 2023
PatchContrast: Self-Supervised Pre-training for 3D Object Detection Oren Shrout Ori Nitzan Yizhak Ben-Shabat A. Tal 3DPC 120 2 0 14 Aug 2023
Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning Lihe Yang Zhen Zhao Lei Qi Yu Qiao Yinghuan Shi Hengshuang Zhao 57 16 0 13 Aug 2023
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks David Junhao Zhang Mutian Xu Chuhui Xue Wenqing Zhang Xiaoguang Han Song Bai Mike Zheng Shou DiffM 141 6 0 13 Aug 2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency Mingkai Zheng Shan You Lang Huang Chen Luo Fei Wang Chao Qian Chang Xu SSL 79 11 0 13 Aug 2023
Advances in Self-Supervised Learning for Synthetic Aperture Sonar Data Processing, Classification, and Pattern Recognition Brandon Sheffield Frank E. Bobe Bradley C Marchand Matthew S. Emigh 56 1 0 12 Aug 2023
Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with Small Datasets in Deep Learning for Medical Imaging Daniel Wolf Tristan Payer C. Lisson C. Lisson Meinrad Beer Michael Götz Timo Ropinski 109 18 0 12 Aug 2023
Masked Diffusion as Self-supervised Representation Learner Zixuan Pan Jianxu Chen Yi Shi MedIm DiffM 88 10 0 10 Aug 2023
Fine-Grained Self-Supervised Learning with Jigsaw Puzzles for Medical Image Classification Wongi Park Jongbin Ryu SSL 78 9 0 10 Aug 2023
SSL-Auth: An Authentication Framework by Fragile Watermarking for Pre-trained Encoders in Self-supervised Learning Xiaobei Li Changchun Yin Liyue Zhu Xiaogang Xu Liming Fang Run Wang Chenhao Lin AAML 97 1 0 09 Aug 2023
Unsupervised Camouflaged Object Segmentation as Domain Adaptation Yi Zhang Chengyi Wu 74 3 0 08 Aug 2023
Prompted Contrast with Masked Motion Modeling: Towards Versatile 3D Action Representation Learning Jiahang Zhang Lilang Lin Jiaying Liu SSL 87 20 0 08 Aug 2023
Multi-Label Self-Supervised Learning with Scene Images Kevin Zhu Minghao Fu Jianxin Wu SSL 90 15 0 07 Aug 2023
APBench: A Unified Benchmark for Availability Poisoning Attacks and Defenses Tianrui Qin Xitong Gao Juanjuan Zhao Kejiang Ye Chengjie Xu AAML 59 6 0 07 Aug 2023
MAP: A Model-agnostic Pretraining Framework for Click-through Rate Prediction Jianghao Lin Yanru Qu Wei Guo Xinyi Dai Ruiming Tang Yong Yu Weinan Zhang 77 21 0 03 Aug 2023
Dynamically Scaled Temperature in Self-Supervised Contrastive Learning Siladittya Manna Soumitri Chattopadhyay Rakesh Dey Saumik Bhattacharya Umapada Pal 83 3 0 02 Aug 2023
Relational Contrastive Learning for Scene Text Recognition Jinglei Zhang Tiancheng Lin Yi Xu Kaibo Chen Rui Zhang 100 11 0 01 Aug 2023
Stochastic positional embeddings improve masked image modeling Amir Bar Florian Bordes Assaf Shocher Mahmoud Assran Pascal Vincent Nicolas Ballas Trevor Darrell Amir Globerson Yann LeCun 77 3 0 31 Jul 2023
Contrastive Conditional Latent Diffusion for Audio-visual Segmentation Yuxin Mao Jing Zhang Mochu Xiang Yun-Qiu Lv Dong Li Yiran Zhong Yuchao Dai DiffM 153 29 0 31 Jul 2023
HandMIM: Pose-Aware Self-Supervised Learning for 3D Hand Mesh Estimation Zuyan Liu Gaojie Lin Congyi Wang Min Zheng Feida Zhu 3DH 70 0 0 29 Jul 2023
Take-A-Photo: 3D-to-2D Generative Pre-training of Point Cloud Models Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu DiffM 3DPC 79 19 0 27 Jul 2023
Self-Supervised Learning for Improved Synthetic Aperture Sonar Target Recognition BW Sheffield 68 1 0 27 Jul 2023
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing Jing Wu N. Hovakimyan Jennifer Hobbs 72 14 0 27 Jul 2023
Clustering based Point Cloud Representation Learning for 3D Analysis Tuo Feng Wenguan Wang Xiaohan Wang Yi Yang Qinghua Zheng 3DPC 93 32 0 27 Jul 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy J. Marescaux Pietro Mascagni Nassir Navab N. Padoy 212 23 0 27 Jul 2023
Dynamic Domain Discrepancy Adjustment for Active Multi-Domain Adaptation Long-Yu Liu Bo Zhou Zhipeng Zhao Zening Liu 77 0 0 26 Jul 2023
Pre-Training with Diffusion models for Dental Radiography segmentation Jérémy Rousseau C. Alaka E. Covili H. Mayard L. Misrachi Willy Au DiffM MedIm AI4CE 107 5 0 26 Jul 2023
Deep Robust Multi-Robot Re-localisation in Natural Environments Milad Ramezani Ethan Griffiths Maryam Haghighat Alex Pitt Peyman Moghadam 93 7 0 26 Jul 2023
E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning Cheng Han Qifan Wang Yiming Cui Zhiwen Cao Wenguan Wang Siyuan Qi Dongfang Liu VPVLM VLM 98 55 0 25 Jul 2023
Optical Flow boosts Unsupervised Localization and Segmentation Xinyu Zhang Abdeslam Boularias 107 5 0 25 Jul 2023
Multiscale Video Pretraining for Long-Term Activity Forecasting Reuben Tan Matthias De Lange Michael L. Iuzzolino Bryan A. Plummer Kate Saenko Karl Ridgeway Lorenzo Torresani AI4TS 113 6 0 24 Jul 2023
COCO-O: A Benchmark for Object Detectors under Natural Distribution Shifts Xiaofeng Mao YueFeng Chen Yao Zhu Da Chen Hang Su Rong Zhang H. Xue ObjD OOD 81 19 0 24 Jul 2023
AMAE: Adaptation of Pre-Trained Masked Autoencoder for Dual-Distribution Anomaly Detection in Chest X-Rays Behzad Bozorgtabar Dwarikanath Mahapatra Jean-Philippe Thiran MedIm 105 10 0 24 Jul 2023
MC-JEPA: A Joint-Embedding Predictive Architecture for Self-Supervised Learning of Motion and Content Features Adrien Bardes Jean Ponce Yann LeCun MDE 118 27 0 24 Jul 2023
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports Pujin Cheng Li Lin Junyan Lyu Yijin Huang Wenhan Luo Xiaoying Tang MedIm 144 51 0 24 Jul 2023
Downstream-agnostic Adversarial Examples Ziqi Zhou Shengshan Hu Rui-Qing Zhao Qian Wang L. Zhang Xianqiang Lyu Hai Jin SILM AAML 102 25 0 23 Jul 2023