Momentum Contrast for Unsupervised Visual Representation Learning

13 November 2019

Papers citing "Momentum Contrast for Unsupervised Visual Representation Learning"

50 / 6,432 papers shown

Title
Mixtraining: A Better Trade-Off Between Compute and Performance Zexin Li Jiancheng Zhang Yufei Li Yinglun Zhu Cong Liu 51 0 0 26 Feb 2025
Multi-Perspective Data Augmentation for Few-shot Object Detection Anh-Khoa Nguyen Vu Quoc-Truong Truong Vinh-Tiep Nguyen T. Ngo Thanh-Toan Do Tam V. Nguyen 71 1 0 25 Feb 2025
Examining the Threat Landscape: Foundation Models and Model Stealing Ankita Raj Deepankar Varma Chetan Arora AAML 70 1 0 25 Feb 2025
DenoMAE2.0: Improving Denoising Masked Autoencoders by Classifying Local Patches Atik Faysal Mohammad Rostami Taha Boushine Reihaneh Gh. Roshan Huaxia Wang Nikhil Muralidhar 41 1 0 25 Feb 2025
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications Ibrahim Fayad Max Zimmer Martin Schwartz P. Ciais Fabian Gieseke Gabriel Belouze Sarah Brood A. D. Truchis Alexandre d’Aspremont AI4TS 43 0 0 24 Feb 2025
Snoopy: Effective and Efficient Semantic Join Discovery via Proxy Columns Yuxiang Guo Yuren Mao Zhonghao Hu Lu Chen Yunjun Gao 39 0 0 24 Feb 2025
Mitigating Data Scarcity in Time Series Analysis: A Foundation Model with Series-Symbol Data Generation Wenxuan Wang K. Wu Yujian Betterest Li Dan Wang X. Zhang J. Liu AI4TS 68 0 0 24 Feb 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 68 8 0 24 Feb 2025
Mantis: Lightweight Calibrated Foundation Model for User-Friendly Time Series Classification Vasilii Feofanov Songkang Wen Marius Alonso Romain Ilbert Hongbo Guo Malik Tiomoko Lujia Pan Jianfeng Zhang I. Redko AI4TS VLM 47 1 0 24 Feb 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation Prafful Kumar Khoba Zijian Wang Chetan Arora Mahsa Baktashmotlagh AAML 40 0 0 23 Feb 2025
Graph Self-Supervised Learning with Learnable Structural and Positional Encodings Asiri Wijesinghe Hao Zhu Piotr Koniusz 43 0 0 22 Feb 2025
Exploring Patient Data Requirements in Training Effective AI Models for MRI-based Breast Cancer Classification Solha Kang W. D. Neve Francois Rameau Utku Ozbulak OOD 47 0 0 22 Feb 2025
Contrastive Similarity Learning for Market Forecasting: The ContraSim Framework Nicholas Vinden Raeid Saqur Zining Zhu Frank Rudzicz 53 0 0 22 Feb 2025
Towards Active Participant Centric Vertical Federated Learning: Some Representations May Be All You Need Jon Irureta Jon Imaz Aizea Lojo Javier Fernandez-Marques Marco González Iñigo Perona FedML 87 1 0 20 Feb 2025
DivIL: Unveiling and Addressing Over-Invariance for Out-of- Distribution Generalization Jiaqi Wang Yuhang Zhou Zhixiong Zhang Qiguang Chen Yongqiang Chen James Cheng OODD 58 1 0 18 Feb 2025
Without Paired Labeled Data: An End-to-End Self-Supervised Paradigm for UAV-View Geo-Localization Zhongwei Chen Zhao-Xu Yang Hai-Jun Rong SSL 56 0 0 17 Feb 2025
A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency Jun Jiang Wenjun Yu Yunfan Li Yuan Gao Shugong Xu 57 2 0 17 Feb 2025
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT Segmentation Yuexing Ding Jun Wang H. Lyu 88 0 0 17 Feb 2025
CR-CTC: Consistency regularization on CTC for improved speech recognition Zengwei Yao Wei Kang Xiaoyu Yang Fangjun Kuang Liyong Guo Han Zhu Zengrui Jin Zhaoqing Li Long Lin Daniel Povey 53 0 0 17 Feb 2025
Simplifying DINO via Coding Rate Regularization Ziyang Wu Jingyuan Zhang Druv Pai X. Wang Chandan Singh Jianwei Yang Jianfeng Gao Yi-An Ma 162 1 0 17 Feb 2025
Efficient Hierarchical Contrastive Self-supervising Learning for Time Series Classification via Importance-aware Resolution Selection Kevin Garcia Juan Manuel Perez Yifeng Gao AI4TS 50 0 0 14 Feb 2025
Unsupervised Entity Alignment Based on Personalized Discriminative Rooted Tree Yaming Yang Zhe Wang Ziyu Guan Wei Zhao Xinyan Huang Xiaofei He 59 0 0 14 Feb 2025
Neuro-Symbolic Contrastive Learning for Cross-domain Inference Mingyue Liu Ryo Ueda Zhen Wan Katsumi Inoue Chris G. Willcocks NAI 72 0 0 13 Feb 2025
Generalized Class Discovery in Instance Segmentation Cuong Manh Hoang Yeejin Lee Byeongkeun Kang ISeg 89 0 0 12 Feb 2025
A Novel Convolutional-Free Method for 3D Medical Imaging Segmentation Canxuan Gang MedIm ViT 47 0 0 08 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
Group Reasoning Emission Estimation Networks Yanming Guo Xiao Qian Kevin Credit Jin Ma 47 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 67 2 0 07 Feb 2025
SEER: Self-Explainability Enhancement of Large Language Models' Representations Guanxu Chen Dongrui Liu Tao Luo Jing Shao LRM MILM 65 1 0 07 Feb 2025
Adaptive Margin Contrastive Learning for Ambiguity-aware 3D Semantic Segmentation Yang Chen Yueqi Duan Runzhong Zhang Yap-Peng Tan 3DPC 145 2 0 06 Feb 2025
Keep It Light! Simplifying Image Clustering Via Text-Free Adapters Yicen Li Haitz Sáez de Ocáriz Borde Anastasis Kratsios Paul D. McNicholas VLM 95 0 0 06 Feb 2025
Disentangling CLIP for Multi-Object Perception Samyak Rawelekar Yujun Cai Yiwei Wang Ming-Hsuan Yang N. Ahuja VLM CoGe 72 0 0 05 Feb 2025
Hierarchical Consensus Network for Multiview Feature Learning Chengwei Xia Chaoxi Niu Kun Zhan 60 0 0 04 Feb 2025
Efficient Domain Adaptation of Multimodal Embeddings using Constrastive Learning Georgios Margaritis Periklis Petridis Dimitris Bertsimas 61 0 0 04 Feb 2025
Particle Trajectory Representation Learning with Masked Point Modeling Sam Young Yeon-jae Jwa Kazuhiro Terao 3DPC 69 1 0 04 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
BRIDLE: Generalized Self-supervised Learning with Quantization Hoang M. Nguyen Satya Narayan Shukla Qiang Zhang Hanchao Yu Sreya D. Roy Taipeng Tian Lingjiong Zhu Yuchen Liu SSL MQ 82 0 0 04 Feb 2025
A Self-Supervised Framework for Improved Generalisability in Ultrasound B-mode Image Segmentation Edward Ellis A. Bulpitt Nasim Parsa Michael F Byrne Sharib Ali 88 0 0 04 Feb 2025
Mask-informed Deep Contrastive Incomplete Multi-view Clustering Zhenglai Li Yuqi Shi Xiao He Chang-Fu Tang 79 0 0 04 Feb 2025
VisTA: Vision-Text Alignment Model with Contrastive Learning using Multimodal Data for Evidence-Driven, Reliable, and Explainable Alzheimer's Disease Diagnosis Duy-Cat Can Linh D. Dang Quang-Huy Tang Dang Minh Ly Huong Ha Guillaume Blanc Oliver Y. Chén Binh T. Nguyen 61 1 0 03 Feb 2025
ConceptVAE: Self-Supervised Fine-Grained Concept Disentanglement from 2D Echocardiographies C. Ciușdel Alex Serban Tiziano Passerini CoGe 71 1 0 03 Feb 2025
LoR-VP: Low-Rank Visual Prompting for Efficient Vision Model Adaptation Can Jin Ying Li Mingyu Zhao Shiyu Zhao Z. Wang Xiaoxiao He Ligong Han Tong Che Dimitris N. Metaxas VPVLM VLM 120 1 0 02 Feb 2025
LEAD: Large Foundation Model for EEG-Based Alzheimer's Disease Detection Yihe Wang Nan Huang Nadia Mammone Marco Cecchi Xiang Zhang 74 0 0 02 Feb 2025
Improving Multi-Label Contrastive Learning by Leveraging Label Distribution Ning Chen Shen-Huan Lyu Tian-Shuang Wu Yanyan Wang Bin Tang 58 0 0 31 Jan 2025
Color Flow Imaging Microscopy Improves Identification of Stress Sources of Protein Aggregates in Biopharmaceuticals Michaela Cohrs Shiwoo Koak Yejin Lee Yu Jin Sung W. D. Neve Hristo L. Svilenov Utku Ozbulak 38 0 0 28 Jan 2025
Bridging Contrastive Learning and Domain Adaptation: Theoretical Perspective and Practical Application Gonzalo Iñaki Quintana Laurence Vancamberg Vincent Jugnon Agnès Desolneux Mathilde Mougeot MedIm 48 1 0 28 Jan 2025
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 50 0 0 28 Jan 2025
AdaF^2M^2: Comprehensive Learning and Responsive Leveraging Features in Recommendation System Yongchun Zhu Jingwu Chen Ling Chen Y. Li Feng Zhang Xiao Yang Zuotao Liu 44 0 0 28 Jan 2025
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning? Yiyi Zhang Ying Zheng Xiaogang Xu Jun Wang SSL 56 4 0 28 Jan 2025
Multi-Modality Transformer for E-Commerce: Inferring User Purchase Intention to Bridge the Query-Product Gap Srivatsa Mallapragada Ying Xie Varsha Rani Chawan Zeyad Hailat Yuanbo Wang 36 0 0 28 Jan 2025