Author

Dang T. Huynh

h-index 5 View on Semantic Scholar

We have 1 of 14 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Off-Manifold Refinement: Guiding Video Generators with a Frozen World Model

Modern video generators routinely fail at physical dynamics: objects float, trajectories violate gravity, contacts vanish. Standard denoising and flow-matching objectives fit visual data distributions but do not explicitly penalize such physical violations. Existing remedies can improve physical consistency, but typica...

Hai Nguyen-Truong, Tuan-Anh Vu, Dang T. Huynh · 1 citation