Key Features

Fourfold spatial upscaling
Sparse Wan references
Compact conditional decoder
Streaming inference schedule
Real-world video input
Released inference code
Downloadable checkpoints
Bundled comparison footage

The pipeline computes sparse high-quality references with Wan and uses them to guide a compact conditional decoder. The streaming schedule lets the smaller model carry the reference detail forward across nearby frames.


Video researchers and developers can use the released pipeline to compare quality and compute requirements on their own footage. A bundled example provides a reference for verifying the inference setup before testing longer or more degraded clips.

Get more likes & reach the top of search results by adding this button on your site!

Embed button preview - Light theme
Embed button preview - Dark theme
TurboType Banner

Subscribe to the AI Search Newsletter

Get top updates in AI to your inbox every weekend. It's free!