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A Survey on Contrastive Self-supervised Learning
v1v2v3 (latest)

A Survey on Contrastive Self-supervised Learning

31 October 2020
Ashish Jaiswal
Ashwin Ramesh Babu
Mohammad Zaki Zadeh
Debapriya Banerjee
F. Makedon
    SSL
ArXiv (abs)PDFHTML

Papers citing "A Survey on Contrastive Self-supervised Learning"

50 / 517 papers shown
Beyond Paired Data: Self-Supervised UAV Geo-Localization from Reference Imagery Alone
Beyond Paired Data: Self-Supervised UAV Geo-Localization from Reference Imagery Alone
Tristan Amadei
E. Meinhardt-Llopis
Benedicte Bascle
Corentin Abgrall
Gabriele Facciolo
SSL
517
0
0
02 Dec 2025
MANTA: Physics-Informed Generalized Underwater Object Tracking
MANTA: Physics-Informed Generalized Underwater Object Tracking
Suhas Srinath
Hemang Jamadagni
Aditya Chadrasekar
Prathosh A.P.
231
0
0
28 Nov 2025
History-Augmented Contrastive Learning With Soft Mixture of Experts for Blind Super-Resolution of Planetary Remote Sensing Images
History-Augmented Contrastive Learning With Soft Mixture of Experts for Blind Super-Resolution of Planetary Remote Sensing Images
Huijia Zhao
Jie Lu
Yunqing Jiang
Xiao-Ping Lu
Kaichang Di
204
0
0
25 Nov 2025
Adaptation of Foundation Models for Medical Image Analysis: Strategies, Challenges, and Future Directions
Adaptation of Foundation Models for Medical Image Analysis: Strategies, Challenges, and Future Directions
Karma Phuntsho
Abdullah
Kyungmi Lee
Ickjai Lee
Euijoon Ahn
MedImAI4CE
200
0
0
03 Nov 2025
Contrastive Predictive Coding Done Right for Mutual Information Estimation
Contrastive Predictive Coding Done Right for Mutual Information Estimation
J. Jon Ryu
Pavan Yeddanapudi
Xiangxiang Xu
G. Wornell
SSL
378
0
0
29 Oct 2025
Optimizing Retrieval for RAG via Reinforcement Learning
Optimizing Retrieval for RAG via Reinforcement Learning
Jiawei Zhou
Lei Chen
198
1
0
28 Oct 2025
HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series
HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series
Simon A. Lee
Cyrus Tanade
Hao Zhou
Juhyeon Lee
Megha Thukral
...
Viswam Nathan
M. Rahman
Li Zhu
Subramaniam Venkatraman
Sharanya Arcot Desai
158
7
0
28 Oct 2025
CLEANet: Robust and Efficient Anomaly Detection in Contaminated Multivariate Time Series
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
169
0
0
26 Oct 2025
HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery
HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery
Vaibhav Rathore
Divyam Gupta
Biplab Banerjee
167
2
0
20 Oct 2025
Towards Robust Artificial Intelligence: Self-Supervised Learning Approach for Out-of-Distribution Detection
Towards Robust Artificial Intelligence: Self-Supervised Learning Approach for Out-of-Distribution DetectionARES (ARES), 2025
Wissam Salhab
Darine Ameyed
Hamid Mcheick
Fehmi Jaafar
107
0
0
14 Oct 2025
How much speech data is necessary for ASR in African languages? An evaluation of data scaling in Kinyarwanda and Kikuyu
How much speech data is necessary for ASR in African languages? An evaluation of data scaling in Kinyarwanda and Kikuyu
Benjamin Akera
Evelyn Nafula
Patrick Walukagga
Gilbert Yiga
John Quinn
Ernest Mwebaze
116
0
0
08 Oct 2025
SSL-SE-EEG: A Framework for Robust Learning from Unlabeled EEG Data with Self-Supervised Learning and Squeeze-Excitation Networks
SSL-SE-EEG: A Framework for Robust Learning from Unlabeled EEG Data with Self-Supervised Learning and Squeeze-Excitation Networks
Meghna Roy Chowdhury
Yi Ding
Shreyas Sen
176
3
0
07 Oct 2025
Contrastive Diffusion Guidance for Spatial Inverse Problems
Contrastive Diffusion Guidance for Spatial Inverse Problems
Sattwik Basu
Chaitanya Amballa
Zhongweiyang Xu
Jorge Vančo Sampedro
Srihari Nelakuditi
Romit Roy Choudhury
144
0
0
30 Sep 2025
Experience Paper: Adopting Activity Recognition in On-demand Food Delivery Business
Experience Paper: Adopting Activity Recognition in On-demand Food Delivery Business
Huatao Xu
Y. Zhang
Wei Gao
Guobin Shen
Mo Li
123
0
0
29 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
283
2
0
27 Sep 2025
Mask What Matters: Controllable Text-Guided Masking for Self-Supervised Medical Image Analysis
Mask What Matters: Controllable Text-Guided Masking for Self-Supervised Medical Image Analysis
Ruilang Wang
Shuotong Xu
Bowen Liu
Runlin Huang
Donglong Chen
Weifeng Su
247
0
0
27 Sep 2025
Manifold-Aware Diffusion-Augmented Contrastive Learning for Noise-Robust Biosignal Representation
Manifold-Aware Diffusion-Augmented Contrastive Learning for Noise-Robust Biosignal Representation
Rami Zewail
DiffMMedIm
271
0
0
24 Sep 2025
CoUn: Empowering Machine Unlearning via Contrastive Learning
CoUn: Empowering Machine Unlearning via Contrastive Learning
Yasser H. Khalil
Mehdi Setayesh
Hongliang Li
MUCLL
327
0
0
19 Sep 2025
Learning Representations in Video Game Agents with Supervised Contrastive Imitation Learning
Learning Representations in Video Game Agents with Supervised Contrastive Imitation Learning
Carlos Celemin
Joseph Brennan
Pierluigi Vito Amadori
Tim Bradley
SSLDRL
280
0
0
15 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
154
1
0
08 Sep 2025
Ontology-Aligned Embeddings for Data-Driven Labour Market Analytics
Ontology-Aligned Embeddings for Data-Driven Labour Market Analytics
Heinke Hihn
Dennis A. V. Dittrich
Carl Jeske
Cayo Costa Sobral
Helio Pais
Timm Lochmann
82
0
0
05 Sep 2025
Towards Skeletal and Signer Noise Reduction in Sign Language Production via Quaternion-Based Pose Encoding and Contrastive Learning
Towards Skeletal and Signer Noise Reduction in Sign Language Production via Quaternion-Based Pose Encoding and Contrastive LearningInternational Conference on Intelligent Virtual Agents (IVA), 2025
Guilhem Fauré
Mostafa Sadeghi
Sam Bigeard
Slim Ouni
SLR
282
0
0
20 Aug 2025
A Generalized Learning Framework for Self-Supervised Contrastive Learning
A Generalized Learning Framework for Self-Supervised Contrastive Learning
Lingyu Si
Jingyao Wang
Wenwen Qiang
SSL
182
0
0
19 Aug 2025
Contrastive Representations for Temporal Reasoning
Contrastive Representations for Temporal Reasoning
Alicja Ziarko
Michal Bortkiewicz
Michal Zawalski
Benjamin Eysenbach
Piotr Milos
NAI
214
5
0
18 Aug 2025
rETF-semiSL: Semi-Supervised Learning for Neural Collapse in Temporal Data
rETF-semiSL: Semi-Supervised Learning for Neural Collapse in Temporal Data
Yuhan Xie
William Cappelletti
Mahsa Shoaran
Pascal Frossard
AI4TS
152
0
0
13 Aug 2025
Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance
Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance
Yuchu Jiang
Jian Zhao
Yuchen Yuan
Tianle Zhang
Yao Huang
...
Ya Zhang
Shuicheng Yan
Chi Zhang
Z. He
Xuelong Li
SILM
543
6
0
12 Aug 2025
TerraMAE: Learning Spatial-Spectral Representations from Hyperspectral Earth Observation Data via Adaptive Masked Autoencoders
TerraMAE: Learning Spatial-Spectral Representations from Hyperspectral Earth Observation Data via Adaptive Masked Autoencoders
Tanjim Bin Faruk
Abdul Matin
Shrideep Pallickara
Sangmi Lee Pallickara
118
3
0
09 Aug 2025
CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data
CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data
Shifeng Xie
Vasilii Feofanov
Marius Alonso
Ambroise Odonnat
Jianfeng Zhang
Themis Palpanas
I. Redko
Lujia Pan
Keli Zhang
Ievgen Redko
AI4TS
358
9
0
04 Aug 2025
NeuCoReClass AD: Redefining Self-Supervised Time Series Anomaly Detection
NeuCoReClass AD: Redefining Self-Supervised Time Series Anomaly Detection
Aitor Sánchez-Ferrera
U. Mori
Borja Calvo
Jose A. Lozano
AI4TS
118
0
0
29 Jul 2025
Clustering via Self-Supervised Diffusion
Clustering via Self-Supervised Diffusion
Roy Uziel
Irit Chelly
Oren Freifeld
Ari Pakman
DiffM
306
3
0
06 Jul 2025
The Hidden Link Between RLHF and Contrastive Learning
The Hidden Link Between RLHF and Contrastive Learning
Xufei Lv
Kehai Chen
Haoyuan Sun
X. Bai
Min Zhang
Houde Liu
Kehai Chen
283
4
0
27 Jun 2025
AquaCluster: Using Satellite Images And Self-supervised Machine Learning Networks To Detect Water Hidden Under Vegetation
Ioannis Iakovidis
Zahra Kalantari
A. H. Payberah
Fernando Jaramillo
Francisco Pena Escobar
SSL
264
0
0
09 Jun 2025
CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media
CL-ISR: A Contrastive Learning and Implicit Stance Reasoning Framework for Misleading Text Detection on Social Media
Tianyi Huang
Zikun Cui
Cuiqianhe Du
Chia-En Chiang
226
2
0
05 Jun 2025
FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification
FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification
Tian Tian
Chunyan Miao
Hangwei Qian
AI4TS
250
3
0
29 May 2025
Subgraph Gaussian Embedding Contrast for Self-Supervised Graph Representation Learning
Subgraph Gaussian Embedding Contrast for Self-Supervised Graph Representation Learning
Shifeng Xie
Aref Einizade
Jhony H. Giraldo
SSL
288
0
0
29 May 2025
FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis
FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment AnalysisInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Wei Chen
Zhao Zhang
Meng Yuan
K. Xu
Fuzhen Zhuang
654
2
0
27 May 2025
Enhancing Contrastive Learning-based Electrocardiogram Pretrained Model with Patient Memory Queue
Enhancing Contrastive Learning-based Electrocardiogram Pretrained Model with Patient Memory Queue
Xiaoyu Sun
Yang Yang
Xunde Dong
198
1
0
26 May 2025
Rethinking Contrastive Learning in Graph Anomaly Detection: A Clean-View Perspective
Rethinking Contrastive Learning in Graph Anomaly Detection: A Clean-View PerspectiveInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Di Jin
Jingyi Cao
Xiaobao Wang
Bingdao Feng
Dongxiao He
Longbiao Wang
Jianwu Dang
427
0
0
23 May 2025
Contrastive Learning-Enhanced Trajectory Matching for Small-Scale Dataset Distillation
Contrastive Learning-Enhanced Trajectory Matching for Small-Scale Dataset Distillation
Wenmin Li
Shunsuke Sakai
Tatsuhito Hasegawa
DD
402
1
0
21 May 2025
Towards Sustainability in 6G Network Slicing with Energy-Saving and Optimization Methods
Towards Sustainability in 6G Network Slicing with Energy-Saving and Optimization Methods
Rodrigo Moreira
T. Carvalho
F. O. Silva
N. Agoulmine
Joberto S. B. Martins
186
1
0
17 May 2025
Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework
Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning FrameworkIEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Jun Li
Hongzhang Zhu
Tao Chen
Xiaohua Qian
341
10
0
12 May 2025
Joint Low-level and High-level Textual Representation Learning with Multiple Masking Strategies
Joint Low-level and High-level Textual Representation Learning with Multiple Masking Strategies
Zhengmi Tang
Yuto Mitsui
Tomo Miyazaki
S. Omachi
365
0
0
11 May 2025
SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images
SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images
Yicheng Song
Tiancheng Lin
Die Peng
Su Yang
Yi Xu
MedIm
316
0
0
10 May 2025
Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines
Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines
Faiza Hassan
Summra Saleem
Kashif Javed
Muhammad Nabeel Asim
A. Rehman
Andreas Dengel
340
0
0
08 May 2025
On-demand Test-time Adaptation for Edge Devices
On-demand Test-time Adaptation for Edge Devices
Xiao Ma
Young D. Kwon
Dong-Lai Ma
TTA
264
2
0
02 May 2025
Automated Measurement of Eczema Severity with Self-Supervised Learning
Automated Measurement of Eczema Severity with Self-Supervised Learning
Neelesh Kumar
Oya Aran
312
0
0
21 Apr 2025
MusFlow: Multimodal Music Generation via Conditional Flow Matching
MusFlow: Multimodal Music Generation via Conditional Flow Matching
Jiahao Song
Yuzhao Wang
309
3
0
18 Apr 2025
Balancing Graph Embedding Smoothness in Self-Supervised Learning via Information-Theoretic Decomposition
Balancing Graph Embedding Smoothness in Self-Supervised Learning via Information-Theoretic DecompositionThe Web Conference (WWW), 2025
Heesoo Jung
Hogun Park
255
6
0
16 Apr 2025
On the Practice of Deep Hierarchical Ensemble Network for Ad Conversion Rate Prediction
On the Practice of Deep Hierarchical Ensemble Network for Ad Conversion Rate PredictionThe Web Conference (WWW), 2025
Jinfeng Zhuang
Yinrui Li
Runze Su
Ke Xu
Zhixuan Shao
...
Qifei Shen
Aayush Mudgal
Caleb Lu
Qingbin Liu
Hongda Shen
547
4
0
10 Apr 2025
JEPA4Rec: Learning Effective Language Representations for Sequential Recommendation via Joint Embedding Predictive Architecture
JEPA4Rec: Learning Effective Language Representations for Sequential Recommendation via Joint Embedding Predictive Architecture
Minh-Anh Nguyen
Dung D.Le
AI4TS
369
1
0
10 Apr 2025
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