Does Semantic Noise Initialization Transfer from Images to Videos? A Paired Diagnostic Study

Yixiao Jing, Chaoyu Zhang, Zixuan Zhong +1

Semantic noise initialization has been reported to improve robustness and controllability in image diffusion models. Whether these gains transfer to text-to-video (T2V) generation…