Class Incremental Learning With Deep Contrastive Learning and Attention Distillation

J Zhu, G Luo, B Duan, Y Zhu - IEEE Signal Processing Letters, 2024 - ieeexplore.ieee.org
Class incremental learning can solve the issue of catastrophic forgetting when the trained
model is used to learn a new task in which the model may forget part of previous knowledge …

A Class Incremental Learning Method with Weight Re-Initialization and Multiple Distillation for Image Classification

J Zhu, G Luo, Y Zhu - Proceedings of the 2024 4th International …, 2024 - dl.acm.org
Class Incremental Learning is dedicated to solving catastrophic forgetting in which the
performance of previous tasks is severely degraded for adapting to new data in data stream …