Class Incremental Learning via Likelihood Ratio Based Task Prediction

2 code implementations • 26 Sep 2023 • Haowei Lin, Yijia Shao, Weinan Qian, Ningxin Pan, Yiduo Guo, Bing Liu

An emerging theory-guided approach (called TIL+OOD) is to train a task-specific model for each task in a shared network for all tasks based on a task-incremental learning (TIL) method to deal with catastrophic forgetting.

Class Incremental Learning Incremental Learning