Qualitative aspects of the learned cluster

facebookresearch / swav

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

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Qualitative aspects of the learned cluster #73

Open dssrgu opened 3 years ago

dssrgu commented 3 years ago

Hi, thanks for the great work!

If I understood the paper correctly, SwAV encourages the cluster assignments between the different views from the 'same' image to be similar.

Then, is there any structure on the assignments between 'different' images? For example, are similar images (e.g. images from the same class) assigned to similar clusters? If so, what part of the algorithm encourages this behavior? Or is it just happening empirically?

limbo520 commented 1 year ago

@dssrgu I have the same question with you.Have you solved this problem?