Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,109 papers shown

Title
Relating Events and Frames Based on Self-Supervised Learning and Uncorrelated Conditioning for Unsupervised Domain Adaptation Mohammad Rostami Dayuan Jian Ruitong Sun 81 0 0 01 Jul 2025
Weakly-supervised VLM-guided Partial Contrastive Learning for Visual Language Navigation Ruoyu Wang Tong Yu Junda Wu Yao Liu Julian McAuley Lina Yao 15 0 0 18 Jun 2025
Exploring Non-contrastive Self-supervised Representation Learning for Image-based Profiling Siran Dai Qianqian Xu Peisong Wen Yang Liu Qingming Huang 22 0 0 17 Jun 2025
TR2M: Transferring Monocular Relative Depth to Metric Depth with Language Descriptions and Scale-Oriented Contrast Beilei Cui Yiming Huang Long Bai Hongliang Ren 34 0 0 16 Jun 2025
EquiCaps: Predictor-Free Pose-Aware Pre-Trained Capsule Networks Athinoulla Konstantinou Georgios Leontidis Mamatha Thota A. Durrant 3DPC 79 0 0 11 Jun 2025
Data-Efficient Challenges in Visual Inductive Priors: A Retrospective Robert-Jan Bruintjes A. Lengyel O. Kayhan Davide Zambrano Nergis Tomen Hadi Jamali Rad Jan van Gemert VLM 31 0 0 10 Jun 2025
Landsat-Bench: Datasets and Benchmarks for Landsat Foundation Models Isaac Corley Lakshay Sharma Ruth Crasto 18 0 0 10 Jun 2025
Multiple Object Stitching for Unsupervised Representation Learning Chengchao Shen Dawei Liu Jianxin Wang OCL SSL 19 0 0 09 Jun 2025
When Better Features Mean Greater Risks: The Performance-Privacy Trade-Off in Contrastive Learning Ruining Sun Hongsheng Hu Wei Luo Zhaoxi Zhang Yanjun Zhang Haizhuan Yuan Leo Yu Zhang MIACV AAML 60 0 0 06 Jun 2025
Large-scale Self-supervised Video Foundation Model for Intelligent Surgery Shu Yang F. Zhou Leon D. Mayer Fuxiang Huang Yiliang Chen ... Zheng Li Jing Qin J. Teoh Lena Maier-Hein Hao-tao Chen 75 0 0 03 Jun 2025
Shuffle PatchMix Augmentation with Confidence-Margin Weighted Pseudo-Labels for Enhanced Source-Free Domain Adaptation Prasanna Reddy Pulakurthi Majid Rabbani Jamison Heard S. Dianat Celso M. De Melo Raghuveer Rao TTA 46 0 0 30 May 2025
Spatio-Temporal Joint Density Driven Learning for Skeleton-Based Action Recognition Shanaka Ramesh Gunasekara Wanqing Li P. Ogunbona Jack Yang 29 0 0 29 May 2025
An Augmentation-Aware Theory for Self-Supervised Contrastive Learning Jingyi Cui Hongwei Wen Yisen Wang SSL 24 0 0 28 May 2025
Multi-instance Learning as Downstream Task of Self-Supervised Learning-based Pre-trained Model Koki Matsuishi Tsuyoshi Okita SSL 24 0 0 27 May 2025
Object Concepts Emerge from Motion H. Liang Xiaohui Wang Zhichao Li Y. Yang Naiyan Wang VOS OCL 47 0 0 27 May 2025
AmorLIP: Efficient Language-Image Pretraining via Amortization Haotian Sun Yitong Li Yuchen Zhuang Niao He Hanjun Dai Bo Dai VLM 86 0 0 25 May 2025
Bootstrapping your behavior: a new pretraining strategy for user behavior sequence data Weichang Wu Xiaolu Zhang Jun Zhou Yuchen Li Wenwen Xia 20 0 0 22 May 2025
Self-Supervised Learning for Image Segmentation: A Comprehensive Survey Thangarajah Akilan Nusrat Jahan Wandong Zhang SSL 106 0 0 19 May 2025
AdaDim: Dimensionality Adaptation for SSL Representational Dynamics Kiran Kokilepersaud Mohit Prabhushankar Ghassan AlRegib 94 0 0 18 May 2025
Object-Centric Representations Improve Policy Generalization in Robot Manipulation Alexandre Chapin Bruno Machado Emmanuel Dellandrea Liming Chen OCL 134 0 0 16 May 2025
GeoMM: On Geodesic Perspective for Multi-modal Learning Shibin Mei Hang Wang Bingbing Ni 74 0 0 16 May 2025
EmbodiedMAE: A Unified 3D Multi-Modal Representation for Robot Manipulation Zibin Dong Fei Ni Yifu Yuan Yinchuan Li Jianye Hao 118 0 0 15 May 2025
A Unified and Scalable Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability Jie Zhu Jirong Zha Ding Li Leye Wang 136 1 0 15 May 2025
RealRep: Generalized SDR-to-HDR Conversion with Style Disentangled Representation Learning Gang He Shuaiqiang Wang K. Xu Lin Zhang 64 0 0 12 May 2025
SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images Yicheng Song Tiancheng Lin Die Peng Su Yang Yi Xu MedIm 78 0 0 10 May 2025
3DWG: 3D Weakly Supervised Visual Grounding via Category and Instance-Level Alignment Xianrui Li Jing Liu Nuowei Han Liang Heng Y. Guo Hao Dong Yang Liu 101 0 0 03 May 2025
Adept: Annotation-Denoising Auxiliary Tasks with Discrete Cosine Transform Map and Keypoint for Human-Centric Pretraining Weizhen He Yunfeng Yan Shixiang Tang Yiheng Deng Yangyang Zhong Pengxin Luo Donglian Qi VLM 200 1 0 29 Apr 2025
Benchmarking Transferability: A Framework for Fair and Robust Evaluation Alireza Kazemi Helia Rezvani Mahsa Baktashmotlagh 72 0 0 28 Apr 2025
SSL4Eco: A Global Seasonal Dataset for Geospatial Foundation Models in Ecology Elena Plekhanova Damien Robert Johannes Dollinger Emilia Arens Philipp Brun Jan Dirk Wegner Niklaus Zimmermann 83 0 0 25 Apr 2025
Class-Conditional Distribution Balancing for Group Robust Classification Miaoyun Zhao Qiang Zhang C. Li 119 1 0 24 Apr 2025
Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data Prasanna Reddy Pulakurthi Majid Rabbani Celso M. De Melo S. Dianat Raghuveer Rao 80 0 0 17 Apr 2025
Self-Supervised Pre-training with Combined Datasets for 3D Perception in Autonomous Driving Shumin Wang Zhuoran Yang Liwen Wang ZhiPeng Tang Heng Li Lehan Pan Sha Zhang Jie Peng Jianmin Ji Y. Zhang 3DPC 102 0 0 17 Apr 2025
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images Yihang Liu Lianghua He Y. Wen Longzhen Yang Hongzhou Chen MedIm 144 0 0 15 Apr 2025
Efficient Generative Model Training via Embedded Representation Warmup Deyuan Liu Peng Sun Xufeng Li Tao Lin 72 0 0 14 Apr 2025
COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts Jiansheng Li Xingxuan Zhang Hao Zou Yige Guo Renzhe Xu Yilong Liu Chuzhao Zhu Yue He Peng Cui VLM 93 0 0 14 Apr 2025
Evolved Hierarchical Masking for Self-Supervised Learning Zhanzhou Feng Shiliang Zhang 141 0 0 12 Apr 2025
Self-Bootstrapping for Versatile Test-Time Adaptation Shuaicheng Niu Guohao Chen P. Zhao Tianyi Wang Pengcheng Wu Zhiqi Shen ViT TTA 133 0 0 10 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 206 0 0 10 Apr 2025
SEVERE++: Evaluating Benchmark Sensitivity in Generalization of Video Representation Learning Fida Mohammad Thoker Letian Jiang Chen Zhao Piyush Bagad Hazel Doughty Bernard Ghanem Cees G. M. Snoek ViT SSL 118 0 0 08 Apr 2025
Active Learning with a Noisy Annotator Netta Shafir Guy Hacohen D. Weinshall 73 0 0 06 Apr 2025
Variational Self-Supervised Learning Mehmet Can Yavuz Berrin Yanikoglu SSL 176 0 0 06 Apr 2025
All-day Depth Completion via Thermal-LiDAR Fusion Janghyun Kim Minseong Kweon Jinsun Park Ukcheol Shin VLM 94 0 0 03 Apr 2025
Systematic Evaluation of Large Vision-Language Models for Surgical Artificial Intelligence Anita Rau Mark Endo Josiah Aklilu Jaewoo Heo Khaled Saab Alberto Paderno Jeffrey Jopling F. C. Holsinger Serena Yeung-Levy 94 1 0 03 Apr 2025
Scene-Centric Unsupervised Panoptic Segmentation Oliver Hahn Christoph Reich Nikita Araslanov Daniel Cremers Christian Rupprecht Stefan Roth OCL 144 0 0 02 Apr 2025
v-CLR: View-Consistent Learning for Open-World Instance Segmentation Chang-Bin Zhang Jinhong Ni Yujie Zhong Kai Han 3DV VLM 177 0 0 02 Apr 2025
Scaling Language-Free Visual Representation Learning David Fan Shengbang Tong Jiachen Zhu Koustuv Sinha Zhuang Liu ... Michael G. Rabbat Nicolas Ballas Yann LeCun Amir Bar Saining Xie CLIP VLM Presented at ResearchTrend Connect \| VLM on 04 Jun 2025 172 6 0 01 Apr 2025
QG-VTC: Question-Guided Visual Token Compression in MLLMs for Efficient VQA Shuai Li Jian Xu Xiao-Hui Li Chao Deng Lin-Lin Huang MQ 83 1 0 01 Apr 2025
Mamba-3D as Masked Autoencoders for Accurate and Data-Efficient Analysis of Medical Ultrasound Videos Jiaheng Zhou Yanfeng Zhou Wei Fang Yuxing Tang Le Lu Ge Yang Mamba 515 0 0 26 Mar 2025
Surg-3M: A Dataset and Foundation Model for Perception in Surgical Settings Chengan Che Chao Wang Tom Vercauteren Sophia Tsoka Luis C. Garcia-Peraza-Herrera MedIm 84 1 0 25 Mar 2025
Self-Supervised Learning based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation Qin Wang Benjamin Bruns Hanno Scharr Kai Krajsek 99 0 0 24 Mar 2025