Task-State Adaptation with Prototype Memory for Multi-Task Dense Prediction

Yangyang Xu, Haobo Yuan, Yuzhu Wang +4

Vision foundation backbones provide strong representations for dense prediction, yet a single shared feature still needs to support tasks with different, image-dependent adaptation…