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Yunhao Ni

2 accepted papers

2024

Modulate Your Spectrum in Self-Supervised Learning

ICLR 2024poster

Whitening loss offers a theoretical guarantee against feature collapse in self-supervised learning (SSL) with joint embedding architectures. Typically, it involves a hard whitening approach, transforming the embedding and applying loss to the whitened output. In this work, we introduce Spectral Tran…