LiFT: A Surprisingly Simple Lightweight Feature Transform for Dense ViT Descriptors

Saksham Suri, Matthew Walmer, Kamal Gupta +1

We present a simple self-supervised method to enhance the performance of ViT features for dense downstream tasks. Our Lightweight Feature Transform (LiFT) is a straightforward and…