Adapting VACE for Real-Time Autoregressive Video Diffusion
- Author
- Ryan Fosdick (solo author)
- Affiliation
- Daydream (Livepeer)
- Published
- February 2026, arXiv
- URL
- arxiv.org/abs/2602.14381
- Summary
- Proposes an architectural adaptation of VACE (Video All-in-one Creation and Editing) for real-time streaming. Moves reference frames out of the diffusion latent space into a parallel conditioning pathway, enabling autoregressive video generation using existing pretrained weights with no retraining. Demonstrates feasibility of real-time VACE-style control in streaming contexts.