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SEGA: Spectral-Energy Guided Attention for Resolution Extrapolation in Diffusion Transformers

SEGA adaptively scales diffusion-transformer attention by latent frequency to improve high-resolution synthesis without training.

Javad Rajabi, Kimia Shaban, Koorosh Roohi, David Lindell and 1 more

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026 · ▲ 43 on Hugging Face · Code ★ 74

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AI panel: 7 of 20 reviewers recommend it
lenient 4/5
medium 3/10
strict 0/5