awesome-contrastive-self-supervised-learning
github.com/asheeshcric/awesome-contrastive-self-supervised-learning ↗A comprehensive list of awesome contrastive self-supervised learning papers.
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PAPERS
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PAPERS
- 2010: Noise-contrastive estimation: A new estimation principle for unnormalized statistical models
- 2015: Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks
- 2017: Multi-task Self-Supervised Visual Learning
- 2017: Time-Contrastive Networks: Self-Supervised Learning from Video
- 2017: Unsupervised learning of visual representations by solving jigsawpuzzles
- 2018: Learning deep representations by mutual information estimation and maximization
Showing a sample of 87 resources. View the full list on GitHub →