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Self-Supervised Learning: A Succinct Review

Archives of Computational Methods in Engineering, 2023
Krishan Kumar, Ajay Mittal, Munish Kumar
exaly  

Self-Supervised Visual Feature Learning With Deep Neural Networks: A Survey

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
Longlong Jing, Yingli Tian
exaly  

Self-Supervised Learning: Generative or Contrastive

IEEE Transactions on Knowledge and Data Engineering, 2023
Fanjin Zhang, Xiao Liu, Jing Zhang
exaly  

A Survey on Contrastive Self-Supervised Learning

Technologies, 2021
Debapriya Banerjee   +2 more
exaly  

Self-Supervised Learning for Videos: A Survey

ACM Computing Surveys, 2023
Madeline C. Schiappa   +2 more
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Longitudinal Self-Supervised Learning

Medical Image Analysis, 2021
Kilian M Pohl, Ehsan Adeli, Qingyu Zhao
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EnAET: A Self-Trained Framework for Semi-Supervised and Supervised Learning With Ensemble Transformations

IEEE Transactions on Image Processing, 2021
Jiebo Luo, Guo-Jun Qi, Daisuke Kihara
exaly  

Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
Xiaoli Li, Cuntai Guan, Zhenghua Chen
exaly  

Multimodal Self-Supervised Learning for Medical Image Analysis

Lecture Notes in Computer Science, 2021
Christoph Lippert   +2 more
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