80 citations · 214 across the 9 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.CV2023★ 1 cited
Dynamic Residual Classifier for Class Incremental Learning
Xiuwei Chen, Xiaobin Chang
The rehearsal strategy is widely used to alleviate the catastrophic forgetting problem in class incremental learning (CIL) by preserving limited exemplars from previous tasks. With…
cs.CV2023
Rotation Augmented Distillation for Exemplar-Free Class Incremental Learning with Detailed Analysis
Xiuwei Chen, Xiaobin Chang
Class incremental learning (CIL) aims to recognize both the old and new classes along the increment tasks. Deep neural networks in CIL suffer from catastrophic forgetting and some…