Upsample Anything: A Simple and Hard to Beat Baseline for Feature Upsampling

Minseok Seo, Mark Hamilton, Changick Kim

We present \textbf{Upsample Anything}, a lightweight test-time optimization (TTO) framework that restores low-resolution features to high-resolution, pixel-wise outputs without any…