Saksham Suri*

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

"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 compact postprocessing network that can be applied to enhance the features of any pre-trained ViT backbone. LiFT is fas…