AI RESEARCH

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

arXiv CS.CV

ArXi:2603.06672v1 Announce Type: new 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 remains unclear, since temporal coupling can