Self-supervised Learning Publications

Publications in Self-supervised Learning

Explore the most influential research papers and scholarly works that have shaped Self-supervised Learning. Use the concept filter below to focus on a specific sub-area of research.

Self-supervised Learning

4.1K

Publications

310.3K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
The self-organizing map Teuvo Kohonen Proceedings of the IEEE Artificial IntelligenceIntelligent Information ProcessingVector QuantizationEngineeringMachine Learning	1990	8.1K
A Simple Framework for Contrastive Learning of Visual Representations Ting Chen, Simon Kornblith, Mohammad Norouzi, arXiv (Cornell University) Early VisionConvolutional Neural NetworkMachine VisionMachine LearningData Science	2020	7.3K
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron, Hugo Touvron, Ishan Misra, 2021 IEEE/CVF International Conference on Computer Vision (ICCV) Self-supervised Vit FeaturesImage ClassificationConvolutional Neural NetworkImage AnalysisMachine Vision	2021	4.6K
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill, Florian Strub, Florent Altché, arXiv (Cornell University) Artificial IntelligenceFew-shot LearningConvolutional Neural NetworkEngineeringMachine Learning	2020	3.4K
End to End Learning for Self-Driving Cars Mariusz Bojarski, Davide Testa, Daniel Dworakowski, arXiv (Cornell University) Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningAdvanced Driver-assistance System	2016	3.1K
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning Takeru Miyato, Shin‐ichi Maeda, Masanori Koyama, IEEE Transactions on Pattern Analysis and Machine Intelligence Artificial IntelligenceEngineeringMachine LearningData ScienceData Mining	2018	2.8K
AutoAugment: Learning Augmentation Strategies From Data Ekin D. Cubuk, Barret Zoph, Dandelion Mané, Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningHuman Augmentation	2019	2.6K
A survey on semi-supervised learning Jesper E. van Engelen, Holger H. Hoos Machine Learning Artificial IntelligenceNatural Language ProcessingEngineeringMachine LearningData Science	2019	2.4K
Self-Training With Noisy Student Improves ImageNet Classification Qizhe Xie, Minh-Thang Luong, Eduard Hovy, EngineeringMachine LearningMultimodal LlmImagenet ClassificationImage Analysis	2020	2.2K
Self-Supervised Visual Feature Learning With Deep Neural Networks: A Survey Longlong Jing, Yingli Tian IEEE Transactions on Pattern Analysis and Machine Intelligence Convolutional Neural NetworkDeep Neural NetworksMachine VisionMachine LearningData Science	2020	1.9K
A brief introduction to weakly supervised learning Zhi‐Hua Zhou National Science Review Artificial IntelligenceNatural Language ProcessingStructured PredictionMultiple Instance LearningEngineering	2017	1.8K
Deep Mutual Learning Ying Zhang, Tao Xiang, Timothy M. Hospedales, Artificial IntelligenceEngineeringMachine LearningData ScienceKnowledge Distillation	2018	1.7K

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