Steve Oudot

Principal Researcher, INRIA

1 paper at NeurIPS 2025

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Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

T-REGS: Minimum Spanning Tree Regularization for Self-Supervised Learning

#2715 Spotlight · Julie Mordacq, David Loiseaux, Vicky Kalogeiton, Steve Oudot

We introduce a minimum-spanning-tree-based regularization for self-supervised learning that provably improves representation uniformity and mitigates dimensional collapse.