Sho Kagami

DDMS: Discriminative Distillation of Multi-view Foundational Features into Single-view Models

Foundational visual features such as DINO have played a critical role across modern computer vision, and have recently become key components in multi-view feed-forward geometry estimators. In this work, we demonstrate that by re-distilling these multi-view models---their internal knowledge of 3D geometry---into a singl...