Stable Video Infinity: Infinite-Length Video Generation with Error Recycling

TL;DR

We propose **Stable Video Infinity (SVI)** that can generate non-looping, ultra-long videos with stable visual quality, while supporting per-clip prompt control and multi-modal conditioning. While existing long-video methods attempt to _**mitigate accumulated errors**_ via handcrafted anti-drifting (e.g., modified noise scheduler, frame anchorin...

Opening excerpt from the authors’ abstract. source