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Yixin Hu

3 accepted papers

2026

Chain of Event-Centric Causal Thought for Physically Plausible Video Generation

CVPR 2026

Physically Plausible Video Generation (PPVG) has emerged as a promising avenue for modeling real-world physical phenomena. PPVG requires an understanding of commonsense knowledge, which remains a challenge for video diffusion models. Current approaches leverage commonsense reasoning capability of la

Cited by 0SourcecodeScholar
2026

Training-free Motion Factorization for Compositional Video Generation

CVPR 2026

Compositional video generation aims to synthesize multiple instances with diverse appearance and motion. However, current approaches mainly focus on binding semantics, neglecting to understand diverse motion categories specified in prompts. In this paper, we propose a motion factorization framework

Cited by 0SourcecodeScholar