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Backbone-Equated Diffusion OOD via Sparse Internal Snapshots

A mutualized backbone-equated protocol reveals that sparse internal diffusion snapshots at low noise detect OOD better than full denoising with minimal heads, via encoder-decoder complementarity and diagonal-score separation.

Yadang Alexis Rouzoumka, Jean Pinsolle, Eugénie TERREAUX, Christèle Morisseau and 2 more

Paris Poster Session 6, Fri, Dec 11, 2:30 PM–4:30 PM, Paris Poster Hall · Published 2026

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AI panel: 12 of 20 reviewers recommend it
lenient 3/5
medium 8/10
strict 1/5