When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach

Vaibhav Rathore, Shubhranil B, Saikat Dutta +3

Generalized Class Discovery (GCD) clusters base and novel classes in a target domain using supervision from a source domain with only base classes. Current methods often falter wit…