great repo, missed at least two references, :)

jason718 / awesome-self-supervised-learning

A curated list of awesome self-supervised methods

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great repo, missed at least two references, :) #4

Closed jwyang closed 5 years ago

jwyang commented 5 years ago

Great collection. Two papers missed probably:

Joint Unsupervised Learning of Deep Representations and Image Clusters. CVPR 2016 (yes, I am one of the authors, :))

Unsupervised Deep Embedding for Clustering Analysis. ICML 2016

jason718 commented 5 years ago

Added! Thanks for suggestion. Your paper is very interesting. The SOTA paper right now (Caron etal. 2018) is also doing clustering, and is actually not far from supervised methods.