Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method

Kishaan Jeeveswaran, Elahe Arani, Bahram Zonooz

Domain incremental learning (DIL) poses a significant challenge in real-world scenarios, as models need to be sequentially trained on diverse domains over time, all the while avoid…