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A Simple Framework for Contrastive Learning of Visual Representations
v1v2v3 (latest)

A Simple Framework for Contrastive Learning of Visual Representations

International Conference on Machine Learning (ICML), 2020
13 February 2020
Ting-Li Chen
Simon Kornblith
Mohammad Norouzi
Geoffrey E. Hinton
    SSL
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)

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

50 / 10,248 papers shown
OpenHype: Hyperbolic Embeddings for Hierarchical Open-Vocabulary Radiance Fields
OpenHype: Hyperbolic Embeddings for Hierarchical Open-Vocabulary Radiance Fields
Lisa Weijler
Sebastian Koch
Fabio Poiesi
Timo Ropinski
Pedro Hermosilla
AI4CE
100
0
0
24 Oct 2025
Multimodal Detection of Fake Reviews using BERT and ResNet-50
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
83
0
0
24 Oct 2025
Weak-to-Strong Generalization under Distribution Shifts
Weak-to-Strong Generalization under Distribution Shifts
Myeongho Jeon
Jan Sobotka
Suhwan Choi
Maria Brbić
OOD
195
0
0
24 Oct 2025
Interpretable Multimodal Zero-Shot ECG Diagnosis via Structured Clinical Knowledge Alignment
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
93
0
0
24 Oct 2025
Revisiting Orbital Minimization Method for Neural Operator Decomposition
Revisiting Orbital Minimization Method for Neural Operator Decomposition
J. Jon Ryu
Samuel Zhou
G. Wornell
129
1
0
24 Oct 2025
Multimodal Datasets with Controllable Mutual Information
Multimodal Datasets with Controllable Mutual Information
Raheem Karim Hashmani
G. W. Merz
Helen Qu
Mariel Pettee
K. Cranmer
140
0
0
24 Oct 2025
An Evidence-Based Post-Hoc Adjustment Framework for Anomaly Detection Under Data Contamination
An Evidence-Based Post-Hoc Adjustment Framework for Anomaly Detection Under Data Contamination
Sukanya Patra
Souhaib Ben Taieb
AAML
139
0
0
24 Oct 2025
AutoSciDACT: Automated Scientific Discovery through Contrastive Embedding and Hypothesis Testing
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
165
2
0
24 Oct 2025
Equivariance by Contrast: Identifiable Equivariant Embeddings from Unlabeled Finite Group Actions
Equivariance by Contrast: Identifiable Equivariant Embeddings from Unlabeled Finite Group Actions
Tobias Schmidt
Steffen Schneider
Matthias Bethge
137
0
0
24 Oct 2025
Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning
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
129
0
0
23 Oct 2025
What Does It Take to Build a Performant Selective Classifier?
What Does It Take to Build a Performant Selective Classifier?
Stephan Rabanser
Nicolas Papernot
214
0
0
23 Oct 2025
Resounding Acoustic Fields with Reciprocity
Resounding Acoustic Fields with Reciprocity
Zitong Lan
Yiduo Hao
Mingmin Zhao
99
0
0
23 Oct 2025
Towards Objective Obstetric Ultrasound Assessment: Contrastive Representation Learning for Fetal Movement Detection
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
105
0
0
23 Oct 2025
Controllable Embedding Transformation for Mood-Guided Music Retrieval
Controllable Embedding Transformation for Mood-Guided Music Retrieval
J. Wilkins
Jaehun Kim
Matthew E. P. Davies
J. P. Bello
Matthew C. McCallum
166
0
0
23 Oct 2025
VESSA: Video-based objEct-centric Self-Supervised Adaptation for Visual Foundation Models
VESSA: Video-based objEct-centric Self-Supervised Adaptation for Visual Foundation Models
Jesimon Barreto
C. Caetano
A. Araújo
William Robson Schwartz
VLM
132
0
0
23 Oct 2025
Towards General Modality Translation with Contrastive and Predictive Latent Diffusion Bridge
Towards General Modality Translation with Contrastive and Predictive Latent Diffusion Bridge
Nimrod Berman
O. Joglekar
Eitan Kosman
Dotan Di Castro
Omri Azencot
DiffM
224
2
0
23 Oct 2025
Transformed Multi-view 3D Shape Features with Contrastive Learning
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
68
0
0
22 Oct 2025
Multi-modal Co-learning for Earth Observation: Enhancing single-modality models via modality collaboration
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Francisco Mena
Dino Ienco
C. Dantas
R. Interdonato
Andreas Dengel
116
1
0
22 Oct 2025
Brain-Inspired Perspective on Configurations: Unsupervised Similarity and Early Cognition
Brain-Inspired Perspective on Configurations: Unsupervised Similarity and Early Cognition
Juntang Wang
Y. Wang
Hao Wu
Dongmian Zou
Shixin Xu
83
0
0
22 Oct 2025
Exploring "Many in Few" and "Few in Many" Properties in Long-Tailed, Highly-Imbalanced IC Defect Classification
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
126
0
0
22 Oct 2025
X-Ego: Acquiring Team-Level Tactical Situational Awareness via Cross-Egocentric Contrastive Video Representation Learning
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Yunzhe Wang
Soham Hans
Volkan Ustun
EgoV
208
0
0
22 Oct 2025
CytoNet: A Foundation Model for the Human Cerebral Cortex
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Jan-Oliver Kropp
Julia Thönnißen
Katia Berr
H. Spitzer
Katrin Amunts
Timo Dickscheid
72
0
0
21 Oct 2025
Enhancing Few-Shot Classification of Benchmark and Disaster Imagery with ATTBHFA-Net
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G. Lee
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Md Meftahul Ferdaus
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Vu N. Duong
127
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0
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Learning with Dual-level Noisy Correspondence for Multi-modal Entity Alignment
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Haobin Li
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M. Yang
Xi Peng
131
0
0
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ε-Seg: Sparsely Supervised Semantic Segmentation of Microscopy Data
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Sheida Rahnamai Kordasiabi
Damian Dalle Nogare
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160
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0
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Decoding Dynamic Visual Experience from Calcium Imaging via Cell-Pattern-Aware SSL
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151
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0
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120
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0
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A Unified Perspective on Optimization in Machine Learning and Neuroscience: From Gradient Descent to Neural Adaptation
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Jesus Garcia Fernandez
Nasir Ahmad
Marcel van Gerven
AI4CE
263
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0
21 Oct 2025
Plasma Shape Control via Zero-shot Generative Reinforcement Learning
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Niannian Wu
Rongpeng Li
Zongyu Yang
Yong Xiao
Ning Wei
Yihang Chen
B. Li
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Wulyu Zhong
OffRLAI4CE
84
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Mapping Hidden Heritage: Self-supervised Pre-training on High-Resolution LiDAR DEM Derivatives for Archaeological Stone Wall Detection
Mapping Hidden Heritage: Self-supervised Pre-training on High-Resolution LiDAR DEM Derivatives for Archaeological Stone Wall Detection
Zexian Huang
Mashnoon Islam
Brian Armstrong
Billy Bell
K. Khoshelham
Martin Tomko
147
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Token-Level Inference-Time Alignment for Vision-Language Models
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Kejia Chen
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Jiacong Hu
Kewei Gao
Jian Lou
Zunlei Feng
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Exploring Structural Degradation in Dense Representations for Self-supervised Learning
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Connecting Domains and Contrasting Samples: A Ladder for Domain Generalization
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