Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
Rethink Arbitrary Style Transfer with Transformer and Contrastive Learning Zhanjie Zhang Jiakai Sun Guangyuan Li Lei Zhao Quanwei Zhang Zehua Lan Haolin Yin Xing Wei Huaizhong Lin Zhiwen Zuo 95 13 0 21 Apr 2024
Dynamic in Static: Hybrid Visual Correspondence for Self-Supervised Video Object Segmentation Gensheng Pei Yazhou Yao Jianbo Jiao Wenguan Wang Liqiang Nie Jinhui Tang VOS 98 1 0 21 Apr 2024
Joint Quality Assessment and Example-Guided Image Processing by Disentangling Picture Appearance from Content Abhinau K. Venkataramanan Cosmin Stejerean Ioannis Katsavounidis Hassene Tmar A. Bovik DRL 113 1 0 20 Apr 2024
Vim4Path: Self-Supervised Vision Mamba for Histopathology Images Ali Nasiri-Sarvi Vincent Quoc-Huy Trinh Hassan Rivaz Mahdi S. Hosseini 69 8 0 20 Apr 2024
Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation Qiang He Dinesh Manocha Meng Fang S. Maghsudi 93 3 0 19 Apr 2024
DISC: Latent Diffusion Models with Self-Distillation from Separated Conditions for Prostate Cancer Grading M. M. Ho Elham Ghelichkhan Yosep Chong Yufei Zhou Beatrice Knudsen Tolga Tasdizen MedIm DiffM 64 2 0 19 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 115 1 0 18 Apr 2024
Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains Wu Ran Peirong Ma Zhiquan He Hao Ren Hong-wei Lu 84 4 0 18 Apr 2024
The devil is in the object boundary: towards annotation-free instance segmentation using Foundation Models Cheng Shi Sibei Yang VLM 96 4 0 18 Apr 2024
Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition Carlos Peñarrubia Carlos Garrido-Munoz J. J. Valero-Mas Jorge Calvo-Zaragoza 207 2 0 17 Apr 2024
Self-Supervised Learning Featuring Small-Scale Image Dataset for Treatable Retinal Diseases Classification Luffina C. Huang Darren J. Chiu Manish Mehta 73 1 0 15 Apr 2024
Knowledge-enhanced Visual-Language Pretraining for Computational Pathology Xiao Zhou Xiaoman Zhang Chaoyi Wu Ya Zhang Weidi Xie Yanfeng Wang VLM 119 7 0 15 Apr 2024
Can We Break Free from Strong Data Augmentations in Self-Supervised Learning? Shruthi Gowda Elahe Arani Bahram Zonooz 111 1 0 15 Apr 2024
AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning Yuwei Tang Zhenyi Lin Qilong Wang Pengfei Zhu Qinghua Hu 69 15 0 13 Apr 2024
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives Yidan Liu Jun Yue Shaobo Xia Pedram Ghamisi Weiying Xie Leyuan Fang DiffM 97 17 0 13 Apr 2024
Exploring Contrastive Learning for Long-Tailed Multi-Label Text Classification Alexandre Audibert Aurélien Gauffre Massih-Reza Amini 88 2 0 12 Apr 2024
Contrastive-Based Deep Embeddings for Label Noise-Resilient Histopathology Image Classification Lucas Dedieu Nicolas Nerrienet A. Nivaggioli Clara Simmat Marceau Clavel Arnaud Gauthier Stéphane Sockeel Rémy Peyret NoLa 73 1 0 11 Apr 2024
PromptSync: Bridging Domain Gaps in Vision-Language Models through Class-Aware Prototype Alignment and Discrimination Anant Khandelwal VLM 70 1 0 11 Apr 2024
How to Craft Backdoors with Unlabeled Data Alone? Yifei Wang Wenhan Ma Stefanie Jegelka Yisen Wang SyDa 59 0 0 10 Apr 2024
On the Surprising Efficacy of Distillation as an Alternative to Pre-Training Small Models Sean Farhat Deming Chen 118 0 0 04 Apr 2024
Multi Positive Contrastive Learning with Pose-Consistent Generated Images Sho Inayoshi Aji Resindra Widya Satoshi Ozaki Junji Otsuka Takeshi Ohashi 3DH 149 1 0 04 Apr 2024
A Unified Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability Jie Zhu Jirong Zha Ding Li Leye Wang 92 8 0 03 Apr 2024
Bridging Remote Sensors with Multisensor Geospatial Foundation Models Boran Han Shuai Zhang Xingjian Shi Markus Reichstein 84 27 0 01 Apr 2024
PhysReaction: Physically Plausible Real-Time Humanoid Reaction Synthesis via Forward Dynamics Guided 4D Imitation Yunze Liu Changxi Chen Chenjing Ding Li Yi 67 6 0 01 Apr 2024
Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance G. Nam Byeongho Heo Juho Lee VLM 73 7 0 01 Apr 2024
Learning to Rank Patches for Unbiased Image Redundancy Reduction Yang Luo Zhineng Chen Peng Zhou Zuxuan Wu Xieping Gao Yu-Gang Jiang SSL 81 4 0 31 Mar 2024
DeeDSR: Towards Real-World Image Super-Resolution via Degradation-Aware Stable Diffusion Chunyang Bi Xin Luo Sheng Shen Mengxi Zhang Huanjing Yue Jingyu Yang 61 2 0 31 Mar 2024
Rethinking Attention-Based Multiple Instance Learning for Whole-Slide Pathological Image Classification: An Instance Attribute Viewpoint Linghan Cai Shenjin Huang Ye Zhang Jinpeng Lu Yongbing Zhang 108 2 0 30 Mar 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Hanghang Tong Jingrui He VLM 96 22 0 30 Mar 2024
MVEB: Self-Supervised Learning with Multi-View Entropy Bottleneck Liangjiang Wen Xiasi Wang Jianzhuang Liu Zenglin Xu 54 3 0 28 Mar 2024
Generative Multi-modal Models are Good Class-Incremental Learners Xusheng Cao Haori Lu Linlan Huang Xialei Liu Ming-Ming Cheng CLL 95 15 0 27 Mar 2024
Towards Large-Scale Training of Pathology Foundation Models kaiko.ai N. Aben Edwin D. de Jong Ioannis Gatopoulos Nicolas Kanzig Mikhail Karasikov Axel Lagré Roman Moser J. Doorn Fei Tang MedIm AI4CE 87 11 0 24 Mar 2024
Few-Shot Adversarial Prompt Learning on Vision-Language Models Yiwei Zhou Xiaobo Xia Zhiwei Lin Bo Han Tongliang Liu VLM 106 16 0 21 Mar 2024
LiFT: A Surprisingly Simple Lightweight Feature Transform for Dense ViT Descriptors Saksham Suri Matthew Walmer Kamal Gupta Abhinav Shrivastava 74 7 0 21 Mar 2024
Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization Guopeng Li Ming Qian Gui-Song Xia 83 23 0 21 Mar 2024
On Pretraining Data Diversity for Self-Supervised Learning Hasan Hammoud Tuhin Das Fabio Pizzati Philip Torr Adel Bibi Guohao Li 153 3 0 20 Mar 2024
Few-shot Oriented Object Detection with Memorable Contrastive Learning in Remote Sensing Images Jiawei Zhou Wuzhou Li Yi Cao Hongtao Cai Xiang Li 162 1 0 20 Mar 2024
Adaptive Critical Subgraph Mining for Cognitive Impairment Conversion Prediction with T1-MRI-based Brain Network Yilin Leng Wenju Cui Chen Bai Xi Jiang Shuangqing Chen Jian Zheng 64 0 0 20 Mar 2024
Do Generated Data Always Help Contrastive Learning? Yifei Wang Jizhe Zhang Yisen Wang DiffM 96 26 0 19 Mar 2024
GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning Xiaojie Li Yibo Yang Hefei Ling Jianlong Wu Yue Yu Guohao Li Min Zhang SSL 101 6 0 18 Mar 2024
HVDistill: Transferring Knowledge from Images to Point Clouds via Unsupervised Hybrid-View Distillation Sha Zhang Jiajun Deng Lei Bai Houqiang Li Wanli Ouyang Yanyong Zhang 3DPC 96 8 0 18 Mar 2024
MLVICX: Multi-Level Variance-Covariance Exploration for Chest X-ray Self-Supervised Representation Learning Azad Singh Vandan Gorade Deepak Mishra SSL 65 2 0 18 Mar 2024
Uncertainty-Aware Pseudo-Label Filtering for Source-Free Unsupervised Domain Adaptation Xi Chen Haosen Yang Huicong Zhang Hongxun Yao Xiatian Zhu 80 8 0 17 Mar 2024
Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples Ziqi Zhou Minghui Li Wei Liu Shengshan Hu Yechao Zhang Wei Wan Lulu Xue Leo Yu Zhang Dezhong Yao Hai Jin SILM AAML 114 11 0 16 Mar 2024
Region-aware Distribution Contrast: A Novel Approach to Multi-Task Partially Supervised Learning Meixuan Li Tianyu Li Guoqing Wang Peng Wang Yang Yang H. Shen 96 1 0 15 Mar 2024
RadCLIP: Enhancing Radiologic Image Analysis through Contrastive Language-Image Pre-training Zhixiu Lu Hailong Li N. Parikh Jonathan R. Dillman Lili He MedIm VLM 129 1 0 15 Mar 2024
GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding Chengyao Wang Li Jiang Xiaoyang Wu Zhuotao Tian Bohao Peng Hengshuang Zhao Jiaya Jia 3DPC SSL 134 17 0 14 Mar 2024
CART: Caltech Aerial RGB-Thermal Dataset in the Wild Connor T. Lee Matthew O. Anderson Nikhil Raganathan Xingxing Zuo Kevin Do Georgia Gkioxari Soon-Jo Chung 80 8 0 13 Mar 2024
MIM4D: Masked Modeling with Multi-View Video for Autonomous Driving Representation Learning Jialv Zou Bencheng Liao Qian Zhang Wenyu Liu Xinggang Wang 78 3 0 13 Mar 2024
REPAIR: Rank Correlation and Noisy Pair Half-replacing with Memory for Noisy Correspondence Ruochen Zheng Jiahao Hong Changxin Gao Nong Sang 75 1 0 13 Mar 2024