Zhiyuan Hu

Dense Network Expansion for Class Incremental Learning

2023 · arXiv (Cornell University)

The problem of class incremental learning (CIL) is considered. State-of-the-art approaches use a dynamic architecture based on network expansion (NE), in which a task expert is added per task. While effective from a computational standpoint, …