K J Joseph

Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer

2022 · arXiv (Cornell University)

In class-incremental learning, the model is expected to learn new classes continually while maintaining knowledge on previous classes. The challenge here lies in preserving the model's ability to effectively represent prior classes in the feature …