InfoNCE Induces Gaussian Distribution

ICLROral2026

Authors: Roy Betser, Eyal Gofer, Meir Yossef Levi, Guy Gilboa
Affiliation: Technion - Israel Institute of Technology, Technion
Venue: ICLR 2026
Track: Oral

TL;DR

Contrastive learning based representations can be well approximated by a multivariate Gaussian distribution.

Opening excerpt from the authors’ abstract. source

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Topics

contrastive

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