Self-labelling via simultaneous clustering and representation learning

Combining clustering and representation learning is one of the most promising approaches for unsupervised learning of deep neural networks. However, doing so naively leads to ill posed learning problems with degenerate solutions. In this paper, we propose a novel and principled learning formulation...

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Bibliographic Details
Main Authors: Vedaldi, A, Asano, Y, Rupprecht, C
Format: Conference item
Language:English
Published: Open Review 2020