How to learn useful representation from just a bunch of unlabeled images?
I will give a high-level overview of what is self-supervised learning and explain the CliqueCNN method.
We will also briefly talk about a bunch of other important self-supervised learning methods
Annotations for evaluation on Olympic Sports dataset
Discussed papers:
1. CliqueCNN: Deep Unsupervised Exemplar Learning
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2. Deep Unsupervised Similarity Learning using Partially Ordered Sets
Other self-supervised learning methods:
1. RotNet
2. Doersch et al,
3. Jigsaw
4. Wang & Gupta
5. Colorization
6. Brattoli et al.,