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Looped Diffusion Language Models
Selective layer looping improves masked diffusion model training efficiency and reasoning performance via depth scaling without added parameters and flexible inference compute scaling.
Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026 · ▲ 1 on Hugging Face
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AI panel: 15 of 20 reviewers recommend it
lenient 4/5
medium 8/10
strict 3/5