Merge and Bound: Direct Manipulations on Weights for Class Incremental Learning

Taehoon Kim, Donghwan Jang, Bohyung Han

We present a novel training approach, named Merge-and-Bound (M&B) for Class Incremental Learning (CIL), which directly manipulates model weights in the parameter space for optimiza…