Harbin Institute of Technology & Shanghai Jiao Tong University · Real-Time Video
LeapTalk
Reframes talking-head generation as reference-anchored transformation via a Brownian bridge instead of noise-to-data diffusion, collapsing it to a single step. Heterogeneous distillation with SNR-aligned time transformation moves the teacher into the student. Hits up to 200 FPS on one H200 at one inference step per chunk, streaming arbitrarily long video. arXiv 2608.00079.
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