TRaM-VSR: Importance-Aware Token Routing and Merging for One-Step Diffusion Video Super-Resolution

Researchers introduced TRaM-VSR, a one-step diffusion video super-resolution method.

It uses importance-aware token routing and merging to reduce computation while preserving fine detail.

The approach aims to improve temporal consistency and reduce flicker in enhanced video.

By cutting the cost of diffusion-based VSR, TRaM-VSR makes high-quality video enhancement more practical.