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University of Science and Technology of China
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Latent Reward Registers enable real-time preference alignment in diffusion models, achieving up to 33x reduction in computational costs while enhancing accuracy and perceptual quality.
CoTriSyGen achieves unprecedented long-range coherence in video generation by integrating visual evidence into a dynamic memory system, drastically reducing identity drift across shots.
Skill rewriting can reduce operational costs by over 14% without sacrificing performance, challenging the notion that shorter skills are always better.
