Hybrid Memory Replay: Blending Real and Distilled Data for Class Incremental Learning

Jiangtao Kong, Jiacheng Shi, Ashley Gao +3

Incremental learning (IL) aims to acquire new knowledge from current tasks while retaining knowledge learned from previous tasks. Replay-based IL methods store a set of exemplars f…