Author

Ruo-Lin Zuo

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Preprint Oct 2026

CausalAlign: Causal Alignment of Video Generation Models for Consistent Ego-Motion

Diffusion-based video generation models (VGMs) can produce visually plausible videos, yet their camera ego-motion often drifts over long horizons. Camera ego-motion determines how the viewpoint changes between frames and is essential for maintaining consistent geometry and trajectories. To address this problem, we prop...

Kai Zhu, Yintianrun Zhang, Shuai Jiang et al. · 0 citations