Measuring the interpretability of unsupervised representations via quantized reversed probing

Self-supervised visual representation learning has recently attracted significant research interest. While a common way to evaluate self-supervised representations is through transfer to various downstream tasks, we instead investigate the problem of measuring their interpretability, i.e. understand...

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Hlavní autoři: Laina, I, Asano, YM, Vedaldi, A
Médium: Conference item
Jazyk:English
Vydáno: OpenReview 2021