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Paper · arXiv

EPIC: Epipolar-Consistent 360° Immersive Stereo Video Generation

Immersive displays can enable rich and diverse virtual experiences. Manually authoring every possible experience to realize this potential, however, is prohibitively expensive, difficult to scale, and impractical. Generative AI models could remove this bottleneck, but today's models are built for conventional displays and cannot generate the high-resolution, stereoscopic $360^\circ$ content required for immersive viewing. Further, temporal and stereo inconsistencies that may be tolerable on conventional displays can become highly disruptive when viewed through an immersive headset. Here, we address this gap with a zero-shot generative pipeline that extends existing video diffusion models ...

AuthorsDebabrata Mandal, Dongdong Fu, Jonathon Miller et al.
Primary categorycs.CV
Published30 September 2026
Last updated at source30 September 2026
cs.CVcs.HC
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