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Exploring Simple Siamese Representation Learning

Exploring Simple Siamese Representation Learning

Computer Vision and Pattern Recognition (CVPR), 2020
20 November 2020
Xinlei Chen
Kaiming He
    SSL
ArXiv (abs)PDFHTML

Papers citing "Exploring Simple Siamese Representation Learning"

50 / 2,512 papers shown
Characterizing the Multiclass Learnability of Forgiving 0-1 Loss Functions
Characterizing the Multiclass Learnability of Forgiving 0-1 Loss Functions
Jacob Trauger
Tyson Trauger
Ambuj Tewari
237
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0
09 Oct 2025
Enhancing Self-Supervised Learning with Semantic Pairs A New Dataset and Empirical Study
Enhancing Self-Supervised Learning with Semantic Pairs A New Dataset and Empirical Study
Mohammad Alkhalefi
Georgios Leontidis
Mingjun Zhong
SSL
304
0
0
09 Oct 2025
Self-Supervised Learning Strategies for a Platform to Test the Toxicity of New Chemicals and Materials
Self-Supervised Learning Strategies for a Platform to Test the Toxicity of New Chemicals and Materials
Thomas Lautenschlager
Nils Friederich
Angelo Jovin Yamachui Sitcheu
Katja Nau
Gaëlle Hayot
Thomas Dickmeis
Ralf Mikut
92
0
0
09 Oct 2025
A Systematic Evaluation of Self-Supervised Learning for Label-Efficient Sleep Staging with Wearable EEG
A Systematic Evaluation of Self-Supervised Learning for Label-Efficient Sleep Staging with Wearable EEG
Emilio Estevan
María Sierra-Torralba
Eduardo López-Larraz
Luis Montesano
166
0
0
09 Oct 2025
A Novel Technique for Robust Training of Deep Networks With Multisource Weak Labeled Remote Sensing Data
A Novel Technique for Robust Training of Deep Networks With Multisource Weak Labeled Remote Sensing DataIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
Gianmarco Perantoni
Lorenzo Bruzzone
NoLa
206
0
0
07 Oct 2025
Glocal Information Bottleneck for Time Series Imputation
Glocal Information Bottleneck for Time Series Imputation
Jie Yang
Kexin Zhang
Guibin Zhang
Philip S. Yu
Kaize Ding
AI4TS
182
0
0
06 Oct 2025
Conditional Representation Learning for Customized Tasks
Conditional Representation Learning for Customized Tasks
Honglin Liu
Chao Sun
Peng Hu
Yunfan Li
Xi Peng
160
0
0
06 Oct 2025
Diverse Text-to-Image Generation via Contrastive Noise Optimization
Diverse Text-to-Image Generation via Contrastive Noise Optimization
Byungjun Kim
Soobin Um
Jong Chul Ye
163
0
0
04 Oct 2025
Foundation Visual Encoders Are Secretly Few-Shot Anomaly Detectors
Foundation Visual Encoders Are Secretly Few-Shot Anomaly Detectors
Guangyao Zhai
Yue Zhou
Xinyan Deng
Lars Heckler
Nassir Navab
Benjamin Busam
121
0
0
02 Oct 2025
SpurBreast: A Curated Dataset for Investigating Spurious Correlations in Real-world Breast MRI Classification
SpurBreast: A Curated Dataset for Investigating Spurious Correlations in Real-world Breast MRI ClassificationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Jong Bum Won
W. D. Neve
J. Vankerschaver
Utku Ozbulak
96
0
0
02 Oct 2025
Median2Median: Zero-shot Suppression of Structured Noise in Images
Median2Median: Zero-shot Suppression of Structured Noise in Images
Jianxu Wang
Ge Wang
VGen
88
0
0
02 Oct 2025
GLAI: GreenLightningAI for Accelerated Training through Knowledge Decoupling
GLAI: GreenLightningAI for Accelerated Training through Knowledge Decoupling
Jose I. Mestre
Alberto Fernández-Hernández
Cristian Pérez-Corral
Manuel F. Dolz
Jose Duato
Enrique S. Quintana-Ortí
181
0
0
01 Oct 2025
Self-Supervised Representation Learning as Mutual Information Maximization
Self-Supervised Representation Learning as Mutual Information Maximization
Akhlaqur Rahman Sabby
Yi Sui
Tongzi Wu
Jesse C. Cresswell
Ga Wu
SSL
198
0
0
01 Oct 2025
Noisy-Pair Robust Representation Alignment for Positive-Unlabeled Learning
Noisy-Pair Robust Representation Alignment for Positive-Unlabeled Learning
Hengwei Zhao
Zhengzhong Tu
Zhuo Zheng
Wei Wang
Junjue Wang
Rusty Feagin
Wenzhe Jiao
NoLa
233
0
0
30 Sep 2025
Event-based Facial Keypoint Alignment via Cross-Modal Fusion Attention and Self-Supervised Multi-Event Representation Learning
Event-based Facial Keypoint Alignment via Cross-Modal Fusion Attention and Self-Supervised Multi-Event Representation Learning
Donghwa Kang
Junho Kim
Dongwoo Kang
138
0
0
29 Sep 2025
Towards Fine-Grained Text-to-3D Quality Assessment: A Benchmark and A Two-Stage Rank-Learning Metric
Towards Fine-Grained Text-to-3D Quality Assessment: A Benchmark and A Two-Stage Rank-Learning Metric
Bingyang Cui
Yujie Zhang
Qi Yang
Zhu Li
Yiling Xu
239
0
0
28 Sep 2025
A Family of Kernelized Matrix Costs for Multiple-Output Mixture Neural Networks
A Family of Kernelized Matrix Costs for Multiple-Output Mixture Neural Networks
Bo Hu
José C. Príncipe
230
0
0
28 Sep 2025
GenView++: Unifying Adaptive Generative Augmentation and Quality-Driven Supervision for Contrastive Representation Learning
GenView++: Unifying Adaptive Generative Augmentation and Quality-Driven Supervision for Contrastive Representation Learning
Xiaojie Li
Bei Wang
Jianlong Wu
Yue Yu
Liqiang Nie
Min Zhang
Min Zhang
AI4TS
152
0
0
28 Sep 2025
ZeroSiam: An Efficient Siamese for Test-Time Entropy Optimization without Collapse
ZeroSiam: An Efficient Siamese for Test-Time Entropy Optimization without Collapse
Guohao Chen
Shuaicheng Niu
Deyu Chen
Jiahao Yang
Zitian Zhang
Zhuliang Yu
Pengcheng Wu
Zhiqi Shen
AAMLVLM
132
0
0
27 Sep 2025
An Investigation into the Performance of Non-Contrastive Self-Supervised Learning Methods for Network Intrusion Detection
An Investigation into the Performance of Non-Contrastive Self-Supervised Learning Methods for Network Intrusion DetectionInternational Conference on Information, Communications and Signal Processing (ICICS), 2025
Hamed Fard
Tobias Schalau
Gerhard Wunder
SSLAAML
216
2
0
27 Sep 2025
Generation Properties of Stochastic Interpolation under Finite Training Set
Generation Properties of Stochastic Interpolation under Finite Training Set
Yunchen Li
Shaohui Lin
Zhou Yu
126
1
0
26 Sep 2025
Contrastive Mutual Information Learning: Toward Robust Representations without Positive-Pair Augmentations
Contrastive Mutual Information Learning: Toward Robust Representations without Positive-Pair Augmentations
Micha Livne
SSL
138
0
0
25 Sep 2025
Temporal vs. Spatial: Comparing DINOv3 and V-JEPA2 Feature Representations for Video Action Analysis
Temporal vs. Spatial: Comparing DINOv3 and V-JEPA2 Feature Representations for Video Action Analysis
Sai Varun Kodathala
Rakesh Vunnam
129
0
0
25 Sep 2025
Efficient Cell Painting Image Representation Learning via Cross-Well Aligned Masked Siamese Network
Efficient Cell Painting Image Representation Learning via Cross-Well Aligned Masked Siamese Network
Pin-Jui Huang
Yu-Hsuan Liao
SooHeon Kim
NoSeong Park
JongBae Park
DongMyung Shin
109
0
0
24 Sep 2025
MoTiC: Momentum Tightness and Contrast for Few-Shot Class-Incremental Learning
MoTiC: Momentum Tightness and Contrast for Few-Shot Class-Incremental Learning
Zeyu He
Shuai Huang
Yuwu Lu
Ming Zhao
CLL
125
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0
24 Sep 2025
DiSSECT: Structuring Transfer-Ready Medical Image Representations through Discrete Self-Supervision
DiSSECT: Structuring Transfer-Ready Medical Image Representations through Discrete Self-Supervision
Azad Singh
Deepak Mishra
132
0
0
23 Sep 2025
Intra-Cluster Mixup: An Effective Data Augmentation Technique for Complementary-Label Learning
Intra-Cluster Mixup: An Effective Data Augmentation Technique for Complementary-Label Learning
Tan-Ha Mai
Hsuan-Tien Lin
104
2
0
22 Sep 2025
MRN: Harnessing 2D Vision Foundation Models for Diagnosing Parkinson's Disease with Limited 3D MR Data
MRN: Harnessing 2D Vision Foundation Models for Diagnosing Parkinson's Disease with Limited 3D MR Data
Ding Shaodong
Liu Ziyang
Zhou Yijun
Liu Tao
112
0
0
22 Sep 2025
Enhancing Semantic Segmentation with Continual Self-Supervised Pre-training
Enhancing Semantic Segmentation with Continual Self-Supervised Pre-training
Brown Ebouky
Ajad Chhatkuli
Cristiano Malossi
Christoph Studer
Roy Assaf
Andrea Bartezzaghi
CLL
139
0
0
22 Sep 2025
Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification
Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification
Zinan Lin
Enshu Liu
Xuefei Ning
Junyi Zhu
Wenyu Wang
Sergey Yekhanin
AI4CE
241
0
0
19 Sep 2025
Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation
Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation
Xiaoyu Yue
Zidong Wang
Yuqing Wang
Wenlong Zhang
Xihui Liu
Wanli Ouyang
Wenlong Zhang
Luping Zhou
GAN
257
2
0
18 Sep 2025
A Novel Task-Driven Diffusion-Based Policy with Affordance Learning for Generalizable Manipulation of Articulated Objects
A Novel Task-Driven Diffusion-Based Policy with Affordance Learning for Generalizable Manipulation of Articulated ObjectsIEEE/ASME transactions on mechatronics (TAM), 2025
Hao Zhang
Z. Kan
Weiwei Shang
Yongduan Song
113
0
0
18 Sep 2025
Bridging Past and Future: Distribution-Aware Alignment for Time Series Forecasting
Bridging Past and Future: Distribution-Aware Alignment for Time Series Forecasting
Yifan Hu
Jie Yang
Tian Zhou
Peiyuan Liu
Yujin Tang
Rong Jin
Liang Sun
AI4TSOOD
148
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Consistent View Alignment Improves Foundation Models for 3D Medical Image Segmentation
Consistent View Alignment Improves Foundation Models for 3D Medical Image Segmentation
Puru Vaish
Felix Meister
Tobias Heimann
Christoph Brune
J. Wolterink
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Self Identity Mapping
Self Identity MappingNeural Networks (NN), 2025
Xiuding Cai
Yaoyao Zhu
Linjie Fu
Dong Miao
Yu Yao
212
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Improving Audio Event Recognition with Consistency Regularization
Improving Audio Event Recognition with Consistency Regularization
Shanmuka Sadhu
Weiran Wang
115
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Enhancing 3D Medical Image Understanding with Pretraining Aided by 2D Multimodal Large Language Models
Enhancing 3D Medical Image Understanding with Pretraining Aided by 2D Multimodal Large Language ModelsIEEE journal of biomedical and health informatics (JBHI), 2025
Qiuhui Chen
Xuancheng Yao
Huping Ye
Yi Hong
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141
1
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11 Sep 2025
Semantic Concentration for Self-Supervised Dense Representations Learning
Semantic Concentration for Self-Supervised Dense Representations LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Peisong Wen
Qianqian Xu
Siran Dai
Runmin Cong
Qingming Huang
175
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Maximally Useful and Minimally Redundant: The Key to Self Supervised Learning for Imbalanced Data
Maximally Useful and Minimally Redundant: The Key to Self Supervised Learning for Imbalanced Data
Yash Kumar Sharma
Vineet Nair
Wilson Naik
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170
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Fed-REACT: Federated Representation Learning for Heterogeneous and Evolving Data
Fed-REACT: Federated Representation Learning for Heterogeneous and Evolving Data
Yiyue Chen
Usman Akram
C. Wang
Haris Vikalo
117
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Contrastive Self-Supervised Network Intrusion Detection using Augmented Negative Pairs
Contrastive Self-Supervised Network Intrusion Detection using Augmented Negative PairsComputer Science Symposium in Russia (CSR), 2025
Jack Wilkie
Hanan Hindy
Christos Tachtatzis
Robert C. Atkinson
SSL
114
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0
08 Sep 2025
Investigating Location-Regularised Self-Supervised Feature Learning for Seafloor Visual Imagery
Investigating Location-Regularised Self-Supervised Feature Learning for Seafloor Visual Imagery
Cailei Liang
Adrian Bodenmann
Emma J Curtis
Samuel Simmons
Kazunori Nagano
Stan Brown
Adam Riese
Blair Thornton
ViT
106
1
0
08 Sep 2025
Patch-Level Kernel Alignment for Dense Self-Supervised Learning
Patch-Level Kernel Alignment for Dense Self-Supervised Learning
Juan Yeo
Ijun Jang
Taesup Kim
SSLMDE
259
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06 Sep 2025
SL-SLR: Self-Supervised Representation Learning for Sign Language Recognition
SL-SLR: Self-Supervised Representation Learning for Sign Language Recognition
Ariel Basso Madjoukeng
Jérôme Fink
Pierre Poitier
Edith Belise Kenmogne
Benoit Frenay
SSLSLR
240
0
0
05 Sep 2025
The Protocol Genome A Self Supervised Learning Framework from DICOM Headers
The Protocol Genome A Self Supervised Learning Framework from DICOM Headers
Jimmy Joseph
MedIm
30
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Examination of PCA Utilisation for Multilabel Classifier of Multispectral Images
Examination of PCA Utilisation for Multilabel Classifier of Multispectral Images
Filip Karpowicz
Wiktor Kępiński
Bartosz Staszyński
Grzegorz Sarwas
113
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Learning from Silence and Noise for Visual Sound Source Localization
Learning from Silence and Noise for Visual Sound Source Localization
Xavier Juanola
G. Morais
Magdalena Fuentes
Gloria Haro
SSL
167
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DNP-Guided Contrastive Reconstruction with a Reverse Distillation Transformer for Medical Anomaly Detection
DNP-Guided Contrastive Reconstruction with a Reverse Distillation Transformer for Medical Anomaly Detection
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Bowen Lin
Mukhtiar Khan
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MedIm
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Few-shot Human Action Anomaly Detection via a Unified Contrastive Learning Framework
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Koichiro Kamide
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Domain Adaptation via Feature Refinement
Domain Adaptation via Feature Refinement
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