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cs.CV2026
Not All Tokens Need 40 Steps: Heterogeneous Step Allocation in Diffusion Transformers for Efficient Video Generation
Ernie Chu, Vishal M. Patel
Diffusion Transformers (DiTs) have achieved state-of-the-art video generation quality, but they incur immense computational cost because standard inference applies the same number…
cs.CV2026
Face-to-Face: A Video Dataset for Multi-Person Interaction Modeling
Ernie Chu, Vishal M. Patel
Modeling the reactive tempo of human conversation remains difficult because most audio-visual datasets portray isolated speakers delivering short monologues. We introduce \textbf{F…