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A Simple Framework for Contrastive Learning of Visual Representations

International Conference on Machine Learning (ICML), 2020

13 February 2020

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

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Title
CLEANet: Robust and Efficient Anomaly Detection in Contaminated Multivariate Time Series Songhan Zhang Yuanhao Lai Pengfei Zheng Boxi Yu Xiaoying Tang Qiuai Fu Pinjia He AI4TS 92 0 0 26 Oct 2025
Mutual Information guided Visual Contrastive Learning Hanyang Chen Yanchao Yang SSL 260 0 0 26 Oct 2025
Multi-dataset Joint Pre-training of Emotional EEG Enables Generalizable Affective Computing Qingzhu Zhang Jiani Zhong Zongsheng Li Xinke Shen Quanying Liu 52 0 0 25 Oct 2025
Attention Residual Fusion Network with Contrast for Source-free Domain Adaptation Renrong Shao Wei Zhang Jun Wang 100 0 0 25 Oct 2025
PatenTEB: A Comprehensive Benchmark and Model Family for Patent Text Embedding Iliass Ayaou Denis Cavallucci 52 0 0 25 Oct 2025
Scaling Non-Parametric Sampling with Representation Vincent Lu Aaron Truong Zeyu Yun Yubei Chen DiffM 88 0 0 25 Oct 2025
Beyond Augmentation: Leveraging Inter-Instance Relation in Self-Supervised Representation LearningIEEE Signal Processing Letters (IEEE SPL), 2025 Ali Javidani Babak N. Araabi Mohammad Amin Sadeghi SSL 185 0 0 25 Oct 2025
Dynamic Semantic-Aware Correlation Modeling for UAV Tracking Xinyu Zhou Tongxin Pan Lingyi Hong Pinxue Guo Haijing Guo Zhaoyu Chen Kaixun Jiang Wenqiang Zhang 60 0 0 24 Oct 2025
Self-Supervised Learning of Synapse Types from EM Images Aarav Shetty Gary B Huang SSL 169 0 0 24 Oct 2025
Equivariance by Contrast: Identifiable Equivariant Embeddings from Unlabeled Finite Group Actions Tobias Schmidt Steffen Schneider Matthias Bethge 90 0 0 24 Oct 2025
Revisiting Orbital Minimization Method for Neural Operator Decomposition J. Jon Ryu Samuel Zhou G. Wornell 104 0 0 24 Oct 2025
Multimodal Detection of Fake Reviews using BERT and ResNet-50International Conference on Innovative Mechanisms for Industry Applications (ICIMIA), 2025 Suhasnadh Reddy Veluru Sai Teja Erukude Viswa Chaitanya Marella 61 0 0 24 Oct 2025
AutoSciDACT: Automated Scientific Discovery through Contrastive Embedding and Hypothesis Testing Samuel Bright-Thonney Christina Reissel Gaia Grosso Nathaniel Woodward Katya Govorkova Andrzej Novak Sang Eon Park Eric A. Moreno Philip Harris 116 2 0 24 Oct 2025
Interpretable Multimodal Zero-Shot ECG Diagnosis via Structured Clinical Knowledge Alignment Jialu Tang Hung Manh Pham Ignace De Lathauwer Henk S. Schipper Yuan Lu Dong Ma Aaqib Saeed 72 0 0 24 Oct 2025
Multimodal Datasets with Controllable Mutual Information Raheem Karim Hashmani G. W. Merz Helen Qu Mariel Pettee K. Cranmer 112 0 0 24 Oct 2025
Weak-to-Strong Generalization under Distribution Shifts Myeongho Jeon Jan Sobotka Suhwan Choi Maria Brbić OOD 152 0 0 24 Oct 2025
An Evidence-Based Post-Hoc Adjustment Framework for Anomaly Detection Under Data Contamination Sukanya Patra Souhaib Ben Taieb AAML 92 0 0 24 Oct 2025
OpenHype: Hyperbolic Embeddings for Hierarchical Open-Vocabulary Radiance Fields Lisa Weijler Sebastian Koch Fabio Poiesi Timo Ropinski Pedro Hermosilla AI4CE 77 0 0 24 Oct 2025
Towards Objective Obstetric Ultrasound Assessment: Contrastive Representation Learning for Fetal Movement Detection Talha Ilyas Duong Nhu Allison Thomas Arie Levin Lim Wei Yap ... Maya Reddy Euan Wallace Wenlong Cheng Zongyuan Ge Faezeh Marzbanrad 74 0 0 23 Oct 2025
VESSA: Video-based objEct-centric Self-Supervised Adaptation for Visual Foundation Models Jesimon Barreto C. Caetano A. Araújo William Robson Schwartz VLM 104 0 0 23 Oct 2025
Towards General Modality Translation with Contrastive and Predictive Latent Diffusion Bridge Nimrod Berman O. Joglekar Eitan Kosman Dotan Di Castro Omri Azencot DiffM 158 2 0 23 Oct 2025
Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning Gabriel Y. Arteaga Marius Aasan Rwiddhi Chakraborty Martine Hjelkrem-Tan T. Silva Michael C. Kampffmeyer Adín Ramirez Rivera 89 0 0 23 Oct 2025
Resounding Acoustic Fields with Reciprocity Zitong Lan Yiduo Hao Mingmin Zhao 68 0 0 23 Oct 2025
What Does It Take to Build a Performant Selective Classifier? Stephan Rabanser Nicolas Papernot 174 0 0 23 Oct 2025
Controllable Embedding Transformation for Mood-Guided Music Retrieval J. Wilkins Jaehun Kim Matthew E. P. Davies J. P. Bello Matthew C. McCallum 132 0 0 23 Oct 2025
Brain-Inspired Perspective on Configurations: Unsupervised Similarity and Early Cognition Juntang Wang Y. Wang Hao Wu Dongmian Zou Shixin Xu 60 0 0 22 Oct 2025
Multi-modal Co-learning for Earth Observation: Enhancing single-modality models via modality collaboration Francisco Mena Dino Ienco C. Dantas R. Interdonato Andreas Dengel 91 0 0 22 Oct 2025
X-Ego: Acquiring Team-Level Tactical Situational Awareness via Cross-Egocentric Contrastive Video Representation Learning Yunzhe Wang Soham Hans Volkan Ustun EgoV 138 0 0 22 Oct 2025
Transformed Multi-view 3D Shape Features with Contrastive Learning Márcus Vinícius Lobo Costa Sherlon Almeida da Silva Bárbara Caroline Benato Leo Sampaio Ferraz Ribeiro Moacir Antonelli Ponti ViT 56 0 0 22 Oct 2025
Exploring "Many in Few" and "Few in Many" Properties in Long-Tailed, Highly-Imbalanced IC Defect ClassificationIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025 H. Shao Chun-Hao Chang Yu-Hsien Lin Chia-Wen Lin Shao-Yun Fang Yan-Hsiu Liu 80 0 0 22 Oct 2025
Dimensionality Reduction for Remote Sensing Data Analysis: A Systematic Review of Methods and Applications Nathan Mankovich Kai-Hendrik Cohrs Homer Durand Vasileios Sitokonstantinou T. Williams Gustau Camps-Valls 88 0 0 21 Oct 2025
ε-Seg: Sparsely Supervised Semantic Segmentation of Microscopy Data Sheida Rahnamai Kordasiabi Damian Dalle Nogare Florian Jug 96 0 0 21 Oct 2025
Learning with Dual-level Noisy Correspondence for Multi-modal Entity Alignment Haobin Li Yijie Lin Peng Hu M. Yang Xi Peng 80 0 0 21 Oct 2025
Decoding Dynamic Visual Experience from Calcium Imaging via Cell-Pattern-Aware SSL Sangyoon Bae Mehdi Azabou Jiook Cha Blake Richards 100 0 0 21 Oct 2025
A Unified Perspective on Optimization in Machine Learning and Neuroscience: From Gradient Descent to Neural Adaptation Jesus Garcia Fernandez Nasir Ahmad Marcel van Gerven AI4CE 209 0 0 21 Oct 2025
CytoNet: A Foundation Model for the Human Cerebral Cortex Christian Schiffer Zeynep Boztoprak Jan-Oliver Kropp Julia Thönnißen Katia Berr H. Spitzer Katrin Amunts Timo Dickscheid 64 0 0 21 Oct 2025
Enhancing Few-Shot Classification of Benchmark and Disaster Imagery with ATTBHFA-Net G. Lee Tanmoy Dam Md Meftahul Ferdaus Daniel Puiu Poenar Vu N. Duong 93 0 0 21 Oct 2025
Data Reliability Scoring Yiling Chen Shi Feng Paul Kattuman Fang-Yi Yu 60 0 0 20 Oct 2025
Mapping Hidden Heritage: Self-supervised Pre-training for Archaeological Stone Wall Mapping in Historic Landscapes Using High-Resolution DEM Derivatives Zexian Huang Mashnoon Islam Brian Armstrong Billy Bell K. Khoshelham Martin Tomko 107 0 0 20 Oct 2025
Plasma Shape Control via Zero-shot Generative Reinforcement Learning Niannian Wu Rongpeng Li Zongyu Yang Yong Xiao Ning Wei Yihang Chen B. Li Zhifeng Zhao Wulyu Zhong OffRL AI4CE 56 0 0 20 Oct 2025
Token-Level Inference-Time Alignment for Vision-Language Models Kejia Chen Jiawen Zhang Jiacong Hu Kewei Gao Jian Lou Zunlei Feng Mingli Song MLLM VLM 225 0 0 20 Oct 2025
An Enhanced Dual Transformer Contrastive Network for Multimodal Sentiment Analysis Phuong Q. Dao M. Roantree V. M. Ngo 47 0 0 20 Oct 2025
Exploring Structural Degradation in Dense Representations for Self-supervised Learning Siran Dai Qianqian Xu Peisong Wen Yang Liu Qingming Huang 104 1 0 20 Oct 2025
DETree: DEtecting Human-AI Collaborative Texts via Tree-Structured Hierarchical Representation Learning Yongxin He Shan Zhang Yixuan Cao Lei Ma Ping Luo DeLMO 176 0 0 20 Oct 2025
MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning Vera Pavlova Mohammed Makhlouf CLL 115 0 0 19 Oct 2025
Connecting Domains and Contrasting Samples: A Ladder for Domain GeneralizationKnowledge Discovery and Data Mining (KDD), 2025 Tianxin Wei Yifan Chen Xinrui He Wenxuan Bao Jingrui He 127 4 0 19 Oct 2025
CARE: Contrastive Alignment for ADL Recognition from Event-Triggered Sensor Streams Junhao Zhao Zishuai Liu Ruili Fang Jin Lu L. Zhang Fei Dou AI4TS 57 0 0 19 Oct 2025
RL makes MLLMs see better than SFT Junha Song Sangdoo Yun Dongyoon Han Jaegul Choo Byeongho Heo OffRL 147 0 0 18 Oct 2025
SSL4RL: Revisiting Self-supervised Learning as Intrinsic Reward for Visual-Language Reasoning Xiaojun Guo Runyu Zhou Yifei Wang Qi Zhang Chenheng Zhang ... Xiaohan Wang Jiajun Chai Guojun Yin Wei Lin Y. Wang LRM VLM 96 2 0 18 Oct 2025
Theoretical Refinement of CLIP by Utilizing Linear Structure of Optimal Similarity Naoki Yoshida Satoshi Hayakawa Yuhta Takida Toshimitsu Uesaka Hiromi Wakaki Yuki Mitsufuji 100 0 0 17 Oct 2025