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JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion

75 upvotes · 4 AUG 2026 · Yicheng Xiao, Wenxun Dai, Xinran Qin et al.

This paper presents a real-time video editing system that can generate video frames on the fly without access to future frames or a predefined video duration, allowing for open-ended editing. Practitioners might care about this system because it could enable more flexible and interactive video editing experiences.

autoregressive diffusionvideo editingreal-time processingcausal generationsource fidelitylong-term temporal consistency