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
Multimodal Masked Autoencoder Pre-training for 3D MRI-Based Brain Tumor Analysis with Missing Modalities Lucas Robinet Ahmad Berjaoui Elizabeth Cohen-Jonathan Moyal 23 0 0 01 May 2025
Handling Label Noise via Instance-Level Difficulty Modeling and Dynamic Optimization Kuan Zhang Chengliang Chai Jingzhe Xu Chi Zhang Ye Yuan Guoren Wang Lei Cao NoLa 54 0 0 01 May 2025
Protocol-agnostic and Data-free Backdoor Attacks on Pre-trained Models in RF Fingerprinting Tianya Zhao Ningning Wang Junqing Zhang Xuyu Wang AAML 45 0 0 01 May 2025
OmicsCL: Unsupervised Contrastive Learning for Cancer Subtype Discovery and Survival Stratification Atahan Karagoz 14 0 0 01 May 2025
Recursive KL Divergence Optimization: A Dynamic Framework for Representation Learning Anthony D Martin 46 0 0 30 Apr 2025
Subject Information Extraction for Novelty Detection with Domain Shifts Yangyang Qu Dazhi Fu Jicong Fan OOD 59 0 0 30 Apr 2025
SVD Based Least Squares for X-Ray Pneumonia Classification Using Deep Features Mete Erdogan Sebnem Demirtas 44 0 0 29 Apr 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 88 1 0 29 Apr 2025
Combatting Dimensional Collapse in LLM Pre-Training Data via Diversified File Selection Ziqing Fan Siyuan Du Shengchao Hu Pingjie Wang Li Shen Y. Zhang Dacheng Tao Y. Wang 41 1 0 29 Apr 2025
SteelBlastQC: Shot-blasted Steel Surface Dataset with Interpretable Detection of Surface Defects Irina Ruzavina Lisa Sophie Theis Jesse Lemeer Rutger de Groen Leo Ebeling Andrej Hulak Jouaria Ali Guangzhi Tang Rico Mockel 29 0 0 29 Apr 2025
TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering Zhonghao Li Kunpeng Zhang Jinghuai Ou Shuliang Liu Xuming Hu 61 0 0 28 Apr 2025
Representation Learning on a Random Lattice Aryeh Brill OOD FAtt AI4CE 73 0 0 28 Apr 2025
Taming the Randomness: Towards Label-Preserving Cropping in Contrastive Learning Mohamed Hassan Mohammad Wasil Sebastian Houben 44 0 0 28 Apr 2025
Learning Hierarchical Interaction for Accurate Molecular Property Prediction Huiyang Hong Xinkai Wu Hongyu Sun Chaoyang Xie Qi Wang Y. Li 29 0 0 28 Apr 2025
MERA: Multimodal and Multiscale Self-Explanatory Model with Considerably Reduced Annotation for Lung Nodule Diagnosis Jiahao Lu Chong Yin Silvia Ingala Kenny Erleben M. Nielsen S. Darkner 49 0 0 27 Apr 2025
Attention to Detail: Fine-Scale Feature Preservation-Oriented Geometric Pre-training for AI-Driven Surrogate Modeling Yu-Hsuan Chen Jing Bi Cyril Ngo Ngoc Victor Oancea Jonathan Cagan L. Kara AI4CE 24 0 0 27 Apr 2025
Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Pair Selection Zhikai Wang Yanyan Shen Zexi Zhang Li He Yichun Li Hao Gu Yinghua Zhang 49 0 0 27 Apr 2025
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation Qianren Mao Qili Zhang Hanwen Hao Zhentao Han Runhua Xu ... Bo Li Y. Song Jin Dong Jianxin Li Philip S. Yu 66 0 0 27 Apr 2025
PyViT-FUSE: A Foundation Model for Multi-Sensor Earth Observation Data Manuel Weber Carly Beneke ViT 63 0 0 26 Apr 2025
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation Shahad Albastaki Anabia Sohail I. I. Ganapathi B. Alawode Asim Khan Sajid Javed N. Werghi Mohammed Bennamoun Arif Mahmood 66 0 0 26 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 24 0 0 25 Apr 2025
Exploring the Potential of Latent Embeddings for Sea Ice Characterization using ICESat-2 Data Daehyeon Han Morteza Karimzadeh 19 0 0 25 Apr 2025
Disentangle Identity, Cooperate Emotion: Correlation-Aware Emotional Talking Portrait Generation Weipeng Tan Chuming Lin Chengming Xu F. Xu Xiaobin Hu Xiaozhong Ji Junwei Zhu Chengjie Wang Yanwei Fu 44 0 0 25 Apr 2025
Unsupervised Urban Land Use Mapping with Street View Contrastive Clustering and a Geographical Prior Lin Che Yizi Chen Tanhua Jin Martin Raubal Konrad Schindler Peter Kiefer 24 0 0 24 Apr 2025
Contrastive Learning for Continuous Touch-Based Authentication Mengyu Qiao Yunpeng Zhai Yang Wang AAML 37 0 0 24 Apr 2025
CIVIL: Causal and Intuitive Visual Imitation Learning Yinlong Dai Robert Ramirez Sanchez Ryan Jeronimus Shahabedin Sagheb Cara M. Nunez Heramb Nemlekar Dylan P. Losey 61 0 0 24 Apr 2025
A Genealogy of Multi-Sensor Foundation Models in Remote Sensing Kevin Lane Morteza Karimzadeh 38 0 0 24 Apr 2025
Lessons from Deploying Learning-based CSI Localization on a Large-Scale ISAC Platform Tianyu Zhang Dongheng Zhang Ruixu Geng Xuecheng Xie Shuai Yang Yan Chen 39 0 0 24 Apr 2025
PhysioSync: Temporal and Cross-Modal Contrastive Learning Inspired by Physiological Synchronization for EEG-Based Emotion Recognition Kai Cui J. Li Y. Liu Xuesong Zhang Zhenzhen Hu M. Wang 41 0 0 24 Apr 2025
MPAD: A New Dimension-Reduction Method for Preserving Nearest Neighbors in High-Dimensional Vector Search Jiuzhou Fu Dongfang Zhao 20 0 0 23 Apr 2025
Revisiting Radar Camera Alignment by Contrastive Learning for 3D Object Detection Linhua Kong Dongxia Chang Lian Liu Zisen Kong Pengyuan Li Yao Zhao 22 0 0 23 Apr 2025
Representation Learning via Non-Contrastive Mutual Information Z. Guo Bernardo Avila-Pires Khimya Khetarpal Dale Schuurmans Bo Dai SSL 61 0 0 23 Apr 2025
4D Multimodal Co-attention Fusion Network with Latent Contrastive Alignment for Alzheimer's Diagnosis Yuxiang Wei Y. Zhang Xi Xiao Tianyang Wang X. Wang Vince D. Calhoun 99 0 0 23 Apr 2025
Intent-aware Diffusion with Contrastive Learning for Sequential Recommendation Yuanpeng Qu Hajime Nobuhara DiffM AI4TS 27 0 0 22 Apr 2025
Multimodal Perception for Goal-oriented Navigation: A Survey I-Tak Ieong Hao Tang LM&Ro LRM 31 0 0 22 Apr 2025
Boosting Generative Image Modeling via Joint Image-Feature Synthesis Theodoros Kouzelis Efstathios Karypidis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis DiffM 31 0 0 22 Apr 2025
VLM-based Prompts as the Optimal Assistant for Unpaired Histopathology Virtual Staining Zizhi Chen Xinyu Zhang Minghao Han Y. Liu Ziyun Qian Weifeng Zhang X. Zhang Jingwei Wei L. Zhang 29 0 0 22 Apr 2025
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss D. Pitawela Gustavo Carneiro Hsiang-Ting Chen 48 0 0 22 Apr 2025
SignX: The Foundation Model for Sign Recognition Sen Fang Chunyu Sui Hongwei Yi C. Neidle Dimitris N. Metaxas SLR 35 0 0 22 Apr 2025
Semantics at an Angle: When Cosine Similarity Works Until It Doesn't Kisung You 23 0 0 22 Apr 2025
OmniSage: Large Scale, Multi-Entity Heterogeneous Graph Representation Learning Anirudhan Badrinath Alex Yang Kousik Rajesh Prabhat Agarwal Jaewon Yang Haoyu Chen Jiajing Xu Charles R. Rosenberg AI4TS 29 0 0 22 Apr 2025
Automated Measurement of Eczema Severity with Self-Supervised Learning Neelesh Kumar Oya Aran 19 0 0 21 Apr 2025
How Effective Can Dropout Be in Multiple Instance Learning ? Wenhui Zhu Peijie Qiu Xiwen Chen Zhangsihao Yang Aristeidis Sotiras Abolfazl Razi Y. Wang 32 0 0 21 Apr 2025
Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment Jinwoo Choi Seung-Woo Seo OffRL 29 0 0 21 Apr 2025
Survey of Loss Augmented Knowledge Tracing Altun Shukurlu 28 0 0 21 Apr 2025
SuperCL: Superpixel Guided Contrastive Learning for Medical Image Segmentation Pre-training Shuang Zeng Lei Zhu Xinliang Zhang Hangzhou He Yanye Lu VLM 42 0 0 20 Apr 2025
SUDO: Enhancing Text-to-Image Diffusion Models with Self-Supervised Direct Preference Optimization Liang Peng Boxi Wu Haoran Cheng Yibo Zhao Xiaofei He 31 0 0 20 Apr 2025
Can We Ignore Labels In Out of Distribution Detection? Hong Yang Qi Yu Travis Desel OODD 36 0 0 20 Apr 2025
DConAD: A Differencing-based Contrastive Representation Learning Framework for Time Series Anomaly Detection W. Zhang X. Lin Wenjun Yu Guangzhen Yao jingxiang Zhong Y. Li Renda Han Songcheng Xu Hao Shi Cuicui Luo AI4TS 19 0 0 19 Apr 2025
Balancing Privacy and Action Performance: A Penalty-Driven Approach to Image Anonymization Nazia Aslam Kamal Nasrollahi PICV 32 0 0 19 Apr 2025