OmniView: An All-Seeing Diffusion Model for 3D and 4D View Synthesis
By: Xiang Fan, Sharath Girish, Vivek Ramanujan, Chaoyang Wang, Ashkan Mirzaei, Petr Sushko, Aliaksandr Siarohin, Sergey Tulyakov, Ranjay Krishna
Published: 2025-12-11
View on arXiv →#cs.AI
Abstract
This paper introduces OmniView, a novel diffusion model capable of generating high-quality 3D and 4D view syntheses from limited input. By leveraging advanced architectural designs and training strategies, OmniView excels in reconstructing complex scenes and dynamic events with unprecedented fidelity and consistency. Its potential applications span virtual reality, augmented reality, telepresence, and content creation, offering significant advancements in immersive experiences and digital media production.