Decision Boundary-aware Knowledge Consolidation Generates Better Instance-Incremental Learner

Qiang Nie, Weifu Fu, Yuhuan Lin +5

Instance-incremental learning (IIL) focuses on learning continually with data of the same classes. Compared to class-incremental learning (CIL), the IIL is seldom explored because…