Language as an Anchor: Preserving Relative Visual Geometry for Domain Incremental Learning

Shuyi Geng, Tao Zhou, Yi Zhou

A key challenge in Domain Incremental Learning (DIL) is to continually learn under shifting distributions while preserving knowledge from previous domains. Existing methods face a…