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Zijian Jia

2 accepted papers

2026

STAGE: Storyboard-Anchored Generation for Cinematic Multi-shot Narrative

CVPR 2026

While recent advancements in generative models have achieved remarkable visual fidelity in video synthesis, creating coherent multi-shot narratives remains a significant challenge. To address this, keyframe-based approaches have emerged as a promising alternative to computationally intensive end-to-

Cited by 0SourceScholar
2025

PanoWan: Lifting Diffusion Video Generation Models to 360$^\circ$ with Latitude/Longitude-aware Mechanisms

NeurIPS 2025poster

Panoramic video generation enables immersive 360$^\circ$ content creation, valuable in applications that demand scene-consistent world exploration. However, existing panoramic video generation models struggle to leverage pre-trained generative priors from conventional text-to-video models for high-q…

Cited by 0SourceScholar