JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion
- Published
- Source
- arXiv
- Paper number
- 809
- Field
- Computer Vision
- arXiv ID
- 2608.03974
Key points
- It achieves real-time 720p video editing at 30 FPS on a single B200 GPU with a 16B-parameter diffusion model.
- SA-DMD, or source-anchoring distillation, reduces the diffusion process to two stages while preserving the fidelity of the original video.
- Long-horizon autoregressive distillation suppresses accumulated color drift and appearance distortion in long videos.
- It builds a new long-video editing benchmark called LongV2VBench for systematic evaluation.
- It substantially outperforms existing streaming editors and produces results that are competitive with offline systems.
Paper links
External research summaries. These are not HDATF publications or measured product results.