Sriram Ravindran

SEMPART: Self-supervised Multi-resolution Partitioning of Image Semantics

Accurately determining salient regions of an image is challenging when labeled data is scarce. DINO-based self-supervised approaches have recently leveraged meaningful image semantics captured by patch-wise features for locating foreground objects. Recent methods have also incorporated intuitive pri…