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Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion

Orthrus unifies autoregressive and diffusion views in transformers to enable lossless parallel token generation with up to 7.8x speedup and O(1) memory overhead.

Van Chien Nguyen, Chaitra Hegde, Van-Cuong Pham, Ryan Rossi and 2 more

Atlanta Poster Session 1, Wed, Dec 9, 10:00 AM–1:00 PM, Hall C1 · Published 2026 · ▲ 12 on Hugging Face · Code ★ 482

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AI panel: 9 of 20 reviewers recommend it
lenient 4/5
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strict 1/5