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MonarchRT: Efficient Attention for Real-Time Video Generation
Monarch-RT factorizes video diffusion attention via Monarch matrices to reach 95% sparsity without quality loss, enabling 16 FPS real-time generation on one GPU with 1.4-11.8x kernel speedups.
Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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AI panel: 14 of 20 reviewers recommend it
lenient 4/5
medium 8/10
strict 2/5