Representation Calibration and Uncertainty Guidance for Class-Incremental Learning based on Vision Language Model

Jiantao Tan, Peixian Ma, Tong Yu +2

Class-incremental learning requires a learning system to continually learn knowledge of new classes and meanwhile try to preserve previously learned knowledge of old classes. As cu…