Researchers have developed DEMON, a real-time diffusion engine that allows users to control the denoising process like a musical instrument. This system enables live performance adjustments to various parameters, achieving speeds of up to 12.3 decoder completions per second on a consumer GPU. DEMON utilizes novel mechanisms such as per-slot heterogeneous denoise scheduling and shared mutable state to allow for responsive control over the diffusion process. AI
IMPACT Enables new forms of interactive control for generative models, potentially leading to novel creative tools.
RANK_REASON The cluster contains a research paper detailing a new technical approach. [lever_c_demoted from research: ic=1 ai=1.0]
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