Ahmad R. Naghsh-Nilchi

Towards human-centered and efficient video synthesis: a survey of multimodal diffusion models

Abstract Multimodal video diffusion models have emerged as transformative tools for controlled video synthesis, integrating text, images, audio, and pose sequences to generate semantically meaningful content. Despite significant advances, critical gaps persist in temporal consist...