Improved Baselines with Momentum Contrastive Learning

9 March 2020

Papers citing "Improved Baselines with Momentum Contrastive Learning"

50 / 2,088 papers shown

Title
From Pixels to Components: Eigenvector Masking for Visual Representation Learning Alice Bizeul Thomas M. Sutter Alain Ryser Bernhard Schölkopf Julius von Kügelgen Julia E. Vogt 86 1 0 10 Feb 2025
Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder Yuhan Zhang Guoqing Ma Guangfu Hao Liangxuan Guo Yang Chen S. Yu OnRL 74 0 0 08 Feb 2025
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning Yuting He Boyu Wang Rongjun Ge Yang Chen Guanyu Yang Shuo Li MedIm AAML 62 2 0 07 Feb 2025
Multi-level Supervised Contrastive Learning Naghmeh Ghanooni Barbod Pajoum Harshit Rawal Sophie Fellenz Vo Nguyen Le Duy Marius Kloft 86 0 0 04 Feb 2025
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning? Yiyi Zhang Ying Zheng Xiaogang Xu Jun Wang SSL 51 4 0 28 Jan 2025
Scalable Whole Slide Image Representation Using K-Mean Clustering and Fisher Vector Aggregation R. Gupta Shounak Das Ardhendu Sekhar Amit Sethi 34 0 0 21 Jan 2025
Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning Parinita Nema V. Kurmi CLL 56 0 0 17 Jan 2025
Towards Understanding Extrapolation: a Causal Lens Lingjing Kong Guangyi Chen P. Stojanov H. Li Eric P. Xing Kun Zhang 149 2 0 17 Jan 2025
Open set label noise learning with robust sample selection and margin-guided module Yuandi Zhao Qianxi Xia Yang Sun Zhijie Wen Liyan Ma Shihui Ying NoLa 44 0 0 08 Jan 2025
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models Yifan Zhang Junhui Hou 64 1 0 03 Jan 2025
Understanding Difficult-to-learn Examples in Contrastive Learning: A Theoretical Framework for Spectral Contrastive Learning Yi-Ge Zhang Jingyi Cui Qiran Li Yisen Wang SSL 41 0 0 03 Jan 2025
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport Bin Li Ye-ling Shi Qian Yu Jingya Wang OT 48 1 0 31 Dec 2024
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation Q. Liu Zhaopeng Qiu Xiangyu Zhao X. Wu Zijian Zhang Tong Bill Xu Feng Tian 34 0 0 31 Dec 2024
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning Shentong Mo 37 0 0 23 Dec 2024
SilVar: Speech Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization Tan-Hanh Pham Hoang-Nam Le Phu-Vinh Nguyen Chris Ngo Truong Son-Hy AuLLM LRM 81 1 0 21 Dec 2024
Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant" Yudong Zhang Ruobing Xie Jiansheng Chen X. Sun Zhanhui Kang Yu Wang 81 0 0 21 Dec 2024
Bag of Tricks for Multimodal AutoML with Image, Text, and Tabular Data Zhiqiang Tang Zihan Zhong Tong He Gerald Friedland 81 0 0 19 Dec 2024
CLDA-YOLO: Visual Contrastive Learning Based Domain Adaptive YOLO Detector Tianheng Qiu Ka Lung Law Guanghua Pan Jufei Wang Xin Gao Xuan Huang Hu Wei 75 0 0 16 Dec 2024
MAL: Cluster-Masked and Multi-Task Pretraining for Enhanced xLSTM Vision Performance Wenjun Huang Jianguo Hu 79 0 0 14 Dec 2024
Does Representation Matter? Exploring Intermediate Layers in Large Language Models Oscar Skean Md Rifat Arefin Yann LeCun Ravid Shwartz-Ziv 81 7 0 12 Dec 2024
Enhancing Modality Representation and Alignment for Multimodal Cold-start Active Learning Meng Shen Yake Wei Jianxiong Yin D. Rajan D. Hu Simon See 73 0 0 12 Dec 2024
Learning Self-Supervised Audio-Visual Representations for Sound Recommendations Sudha Krishnamurthy SSL 75 1 0 10 Dec 2024
Beyond [cls]: Exploring the true potential of Masked Image Modeling representations Marcin Przewiȩźlikowski Randall Balestriero Wojciech Jasiński Marek 'Smieja Bartosz Zieliñski 69 0 0 04 Dec 2024
Gen-SIS: Generative Self-augmentation Improves Self-supervised Learning Varun Belagali Srikar Yellapragada Alexandros Graikos S. Kapse Zilinghan Li Tarak Nandi Ravi K. Madduri Prateek Prasanna Joel H. Saltz Dimitris Samaras DiffM 75 1 0 02 Dec 2024
PP-SSL : Priority-Perception Self-Supervised Learning for Fine-Grained Recognition ShuaiHeng Li Qing Cai Fan Zhang M. Zhang Yangyang Shu Z. Liu H. Li Lingqiao Liu 71 0 0 28 Nov 2024
Probing the Mid-level Vision Capabilities of Self-Supervised Learning Xuweiyi Chen Markus Marks Zezhou Cheng 79 0 0 25 Nov 2024
Machine Learning for the Digital Typhoon Dataset: Extensions to Multiple Basins and New Developments in Representations and Tasks Asanobu Kitamoto Erwan Dzik Gaspar Faure 65 0 0 25 Nov 2024
DeDe: Detecting Backdoor Samples for SSL Encoders via Decoders Sizai Hou Songze Li Duanyi Yao AAML 70 0 0 25 Nov 2024
Event USKT : U-State Space Model in Knowledge Transfer for Event Cameras Yuhui Lin Jiahao Zhang Siyuan Li Jimin Xiao Ding Xu Wenjun Wu Jiaxuan Lu 69 0 0 22 Nov 2024
HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation Abdul Basit Anees A. Baykal Muhammed Burak Kizil Duygu Ceylan Erkut Erdem Aykut Erdem CLIP 69 1 0 19 Nov 2024
CLIC: Contrastive Learning Framework for Unsupervised Image Complexity Representation Shipeng Liu Liang Zhao Dengfeng Chen SSL 115 1 0 19 Nov 2024
Long-Tailed Object Detection Pre-training: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction Chen-Long Duan Yong Li Xiu-Shen Wei Lin Zhao 34 1 0 14 Nov 2024
LG-Gaze: Learning Geometry-aware Continuous Prompts for Language-Guided Gaze Estimation Pengwei Yin Jingjing Wang Guanzhong Zeng Di Xie Jiang Zhu 34 3 0 13 Nov 2024
Physics Informed Distillation for Diffusion Models Joshua Tian Jin Tee Kang Zhang Hee Suk Yoon Dhananjaya N. Gowda Chanwoo Kim Chang-Dong Yoo DiffM 57 2 0 13 Nov 2024
SparrowVQE: Visual Question Explanation for Course Content Understanding Jialu Li Manish Kumar Thota Ruslan Gokhman Radek Holik Youshan Zhang 39 1 0 12 Nov 2024
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification C. Jin Luyang Luo Huangjing Lin Jun Hou Hao Chen 36 3 0 12 Nov 2024
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 74 2 0 11 Nov 2024
Neuromodulated Meta-Learning Jingyao Wang Huijie Guo Wenwen Qiang Jiangmeng Li Changwen Zheng Hui Xiong Gang Hua 59 0 0 11 Nov 2024
Personalize to generalize: Towards a universal medical multi-modality generalization through personalization Zhaorui Tan Xi Yang Tan Pan Tianyi Liu Chen Jiang ... Qiufeng Wang Anh Nguyen Yuan Qi K. Huang Yuan-Chia Cheng AI4CE LM&MA 34 0 0 09 Nov 2024
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing Kaixuan Lu Ruiqian Zhang Xiao Huang Yuxing Xie Xiaogang Ning Hanchao Zhang Mengke Yuan Pan Zhang Tao Wang Tongkui Liao 32 0 0 09 Nov 2024
Judge Like a Real Doctor: Dual Teacher Sample Consistency Framework for Semi-supervised Medical Image Classification Zhang Qixiang Yang Yuxiang Zu Chen Zhang Jianjia Wu Xi Zhou Jiliu Wang Yan 35 0 0 05 Nov 2024
Understanding Self-Supervised Learning via Gaussian Mixture Models Parikshit Bansal Ali Kavis Sujay Sanghavi SSL 35 0 0 05 Nov 2024
Visual Fourier Prompt Tuning Runjia Zeng Cheng Han Qifan Wang Chunshu Wu Tong Geng Lifu Huang Ying Nian Wu Dongfang Liu VPVLM VLM 48 6 0 02 Nov 2024
Task-Oriented Hierarchical Object Decomposition for Visuomotor Control Jianing Qian Yunshuang Li Bernadette Bucher Dinesh Jayaraman OCL 42 0 0 02 Nov 2024
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization Junlin He Jinxiao Du Wei Ma SSL 33 0 0 01 Nov 2024
HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms Kiran Kokilepersaud Seulgi Kim M. Prabhushankar Ghassan AlRegib 31 0 0 30 Oct 2024
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving Maciej K. Wozniak Hariprasath Govindarajan Marvin Klingner Camille Maurice B Ravi Kiran S. Yogamani 3DPC 47 1 0 30 Oct 2024
CNN Explainability with Multivector Tucker Saliency Maps for Self-Supervised Models Aymene Mohammed Bouayed Samuel Deslauriers-Gauthier Adrian Iaccovelli D. Naccache 23 0 0 30 Oct 2024
ReMix: Training Generalized Person Re-identification on a Mixture of Data Timur Mamedov Anton Konushin Vadim Konushin 23 1 0 29 Oct 2024
AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery Yuxun Qu Yongqiang Tang Chenyang Zhang Wensheng Zhang 26 0 0 29 Oct 2024