A novel fault detection method for rotating machinery based on self-supervised contrastive representations

Momentum Contrast for Unsupervised Visual Representation Learning

Kaiming He, Haoqi Fan, Yuxin Wu et al. · 2020 · 12K citations

Computing, Computer Science, Computer Vision +12

A Simple Framework for Contrastive Learning of Visual Representations

Ting Chen, Simon Kornblith, Mohammad Norouzi et al. · arXiv (Cornell University) · 2020 · 7.3K citations · Full text

Computing, Computer Science, Computer Vision +16

Representation Learning with Contrastive Predictive Coding

Aäron van den Oord, Yazhe Li, Oriol Vinyals · arXiv (Cornell University) · 2018 · 4.5K citations · Full text

Computing, Computer Science, Computer Vision +16

Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning

Siyu Shao, Stephen McAleer, Pierre Baldi · IEEE Transactions on Industrial Informatics · 2018 · 1.6K citations

Computing, Computer Science, Mechanical Engineering +17

A Survey on Contrastive Self-Supervised Learning

Ashish Jaiswal · MDPI (MDPI AG) · 2020 · 1.5K citations · Full text

Computing, Computer Science, Computer Vision +13