A Simple Framework for Contrastive Learning of Visual Representations

13 February 2020

Papers citing "A Simple Framework for Contrastive Learning of Visual Representations"

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Title
BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation Rafi Ibn Sultan Hui Zhu Chengyin Li Dongxiao Zhu 50 0 0 30 Mar 2025
Order Independence With Finetuning Katrina Brown Reid McIlroy 29 0 0 30 Mar 2025
GenVP: Generating Visual Puzzles with Contrastive Hierarchical VAEs Kalliopi Basioti Pritish Sahu Qingze Tony Liu Zihao Xu Hao Wang Vladimir Pavlovic 47 0 0 30 Mar 2025
Fair Sufficient Representation Learning Xueyu Zhou Chun Yin IP Jian Huang FaML 38 0 0 29 Mar 2025
Instance-Level Data-Use Auditing of Visual ML Models Zonghao Huang Neil Zhenqiang Gong Michael K. Reiter MLAU 60 0 0 28 Mar 2025
Masked Self-Supervised Pre-Training for Text Recognition Transformers on Large-Scale Datasets Martin Kiss Michal Hradiš 34 0 0 28 Mar 2025
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Ke Zhang Vishal M. Patel 46 0 0 28 Mar 2025
A Survey on Remote Sensing Foundation Models: From Vision to Multimodality Ziyue Huang Hongxi Yan Qiqi Zhan Shuai Yang Mingming Zhang Chenkai Zhang Yiming Lei Zeming Liu Qingjie Liu Y. Wang 44 0 0 28 Mar 2025
Test-Time Visual In-Context Tuning Jiahao Xie A. Tonioni N. Rauschmayr F. Tombari Bernt Schiele OOD VLM 60 0 0 27 Mar 2025
Towards Generating Realistic 3D Semantic Training Data for Autonomous Driving Lucas Nunes Rodrigo Marcuzzi Jens Behley C. Stachniss 3DPC 78 0 0 27 Mar 2025
What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning Chi-Hsi Kung Frangil Ramirez Juhyung Ha Yi-Ting Chen David J. Crandall Yi-Hsuan Tsai 43 0 0 27 Mar 2025
Latent Beam Diffusion Models for Decoding Image Sequences Guilherme Fernandes Vasco Ramos Regev Cohen Idan Szpektor João Magalhães 76 0 0 26 Mar 2025
TAR: Teacher-Aligned Representations via Contrastive Learning for Quadrupedal Locomotion Amr Mousa Neil Karavis Michele Caprio Wei Pan Richard Allmendinger 57 0 0 26 Mar 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 190 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. García-Peraza-Herrera MedIm 46 0 0 25 Mar 2025
Large Language Models Meet Contrastive Learning: Zero-Shot Emotion Recognition Across Languages Heqing Zou Fengmao Lv Desheng Zheng E. Chng D. Rajan 34 0 0 25 Mar 2025
GRN+: A Simplified Generative Reinforcement Network for Tissue Layer Analysis in 3D Ultrasound Images for Chronic Low-back Pain Zixue Zeng Xiaoyan Zhao Matthew Cartier Xin Meng J. Pu MedIm 43 0 0 25 Mar 2025
ChA-MAEViT: Unifying Channel-Aware Masked Autoencoders and Multi-Channel Vision Transformers for Improved Cross-Channel Learning Chau Pham Juan C. Caicedo Bryan A. Plummer 44 0 0 25 Mar 2025
Scaling Vision Pre-Training to 4K Resolution Baifeng Shi Boyi Li Han Cai Y. Lu Sifei Liu ... Jan Kautz Song Han Trevor Darrell Pavlo Molchanov Hongxu Yin CLIP 124 0 0 25 Mar 2025
Taxonomy Inference for Tabular Data Using Large Language Models Zhenyu Wu Jiaoyan Chen Norman W. Paton LMTD 51 0 0 25 Mar 2025
Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition Yifei Zhang Chang-Shu Liu Jin Wei Xiaomeng Yang Yu Zhou Can Ma Xiangyang Ji 60 2 0 24 Mar 2025
ALWNN Empowered Automatic Modulation Classification: Conquering Complexity and Scarce Sample Conditions Yunhao Quan Chuang Gao Nan Cheng Zhijie Zhang Zhisheng Yin Wenchao Xu Danyang Wang 36 0 0 24 Mar 2025
Surface-Aware Distilled 3D Semantic Features Lukas Uzolas E. Eisemann Petr Kellnhofer 3DPC 3DH 78 0 0 24 Mar 2025
Do Your Best and Get Enough Rest for Continual Learning Hankyul Kang Gregor Seifer Donghyun Lee Jongbin Ryu VLM 54 0 0 24 Mar 2025
RoCA: Robust Contrastive One-class Time Series Anomaly Detection with Contaminated Data Xudong Mou Rui Wang Bo Li Tianyu Wo Jie Sun H. Wang Xudong Liu AI4TS 45 0 0 24 Mar 2025
Self-Supervised Learning based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation Qin Wang Benjamin Bruns Hanno Scharr Kai Krajsek 58 0 0 24 Mar 2025
EvAnimate: Event-conditioned Image-to-Video Generation for Human Animation Qiang Qu Ming Li Xiaoming Chen Tongliang Liu DiffM VGen 61 0 0 24 Mar 2025
DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype Qiang Wang Yuhang He Songlin Dong Xiang Song Jizhou Han Haoyu Luo Yihong Gong CLL 62 0 0 23 Mar 2025
Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling Yongqi Huang Jitao Zhao Dongxiao He Di Jin Yuxiao Huang Zhen Wang 39 0 0 23 Mar 2025
Enhancing Martian Terrain Recognition with Deep Constrained Clustering Tejas Panambur M. Parente 52 0 0 22 Mar 2025
Meta-Representational Predictive Coding: Biomimetic Self-Supervised Learning Alexander Ororbia Karl J. Friston Rajesh P. N. Rao SSL 52 0 0 22 Mar 2025
Lie Detector: Unified Backdoor Detection via Cross-Examination Framework X. U. Wang Siyuan Liang Dongping Liao Han Fang Aishan Liu Xiaochun Cao Yu-liang Lu E. Chang X. Gao AAML 50 1 0 21 Mar 2025
An Attentive Representative Sample Selection Strategy Combined with Balanced Batch Training for Skin Lesion Segmentation Stephen Lloyd-Brown S. Francis Caroline Hoad Penny Gowland Karen Mullinger Andrew P. French Xin Chen 37 0 0 21 Mar 2025
Should we pre-train a decoder in contrastive learning for dense prediction tasks? S. Quetin Tapotosh Ghosh Farhad Maleki SSL 74 0 0 21 Mar 2025
GAIR: Improving Multimodal Geo-Foundation Model with Geo-Aligned Implicit Representations Z. Liu Fan Zhang Junfeng Jiao Ni Lao Gengchen Mai 52 1 0 20 Mar 2025
Learning 3D Scene Analogies with Neural Contextual Scene Maps Junho Kim Gwangtak Bae E. Lee Young Min Kim 3DPC 3DV 60 0 0 20 Mar 2025
Continual Multimodal Contrastive Learning Xiaohao Liu Xiaobo Xia See-Kiong Ng Tat-Seng Chua CLL 57 0 0 19 Mar 2025
Evaluating Time Series Models with Knowledge Discovery Li Zhang AI4TS 57 0 0 19 Mar 2025
Conjuring Positive Pairs for Efficient Unification of Representation Learning and Image Synthesis Imanol G. Estepa Jesús M. Rodríguez-de-Vera Ignacio Sarasúa Bhalaji Nagarajan P. Radeva 54 0 0 19 Mar 2025
Scalable Trajectory-User Linking with Dual-Stream Representation Networks H. Zhang Wei-Neng Chen Xingyu Zhao Jianpeng Qi Guiyuan Jiang Yanwei Yu 38 1 0 19 Mar 2025
Embedding spatial context in urban traffic forecasting with contrastive pre-training Matthew Low Arian Prabowo Hao Xue Flora D. Salim AI4TS 55 0 0 19 Mar 2025
EarthScape: A Multimodal Dataset for Surficial Geologic Mapping and Earth Surface Analysis Matthew Massey Abdullah-Al-Zubaer Imran 44 0 0 19 Mar 2025
Object-Centric Pretraining via Target Encoder Bootstrapping Nikola Đukić Tim Lebailly Tinne Tuytelaars OCL 68 0 0 19 Mar 2025
Prototype Perturbation for Relaxing Alignment Constraints in Backward-Compatible Learning Zikun Zhou Yushuai Sun Wenjie Pei X. Li Yaowei Wang CLL 81 1 0 19 Mar 2025
TGV: Tabular Data-Guided Learning of Visual Cardiac Representations Marta Hasny Maxime Di Folco Keno Bressem Julia A. Schnabel 36 0 0 19 Mar 2025
Continual Contrastive Learning on Tabular Data with Out of Distribution Achmad Ginanjar Xue Li Priyanka Singh Wen Hua LMTD 69 0 0 19 Mar 2025
Deep Contrastive Unlearning for Language Models Estrid He Tabinda Sarwar Ibrahim Khalil X. Yi Ke Wang MU 53 0 0 19 Mar 2025
TULIP: Towards Unified Language-Image Pretraining Zineng Tang Long Lian Seun Eisape Xudong Wang Roei Herzig Adam Yala Alane Suhr Trevor Darrell David M. Chan VLM CLIP MLLM 101 3 0 19 Mar 2025
Unlocking the Potential of Unlabeled Data in Semi-Supervised Domain Generalization Dongkwan Lee Kyomin Hwang Nojun Kwak 94 0 0 18 Mar 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 61 0 0 18 Mar 2025