Task-Balanced Batch Normalization for Exemplar-based Class-Incremental Learning

By Sungmin Cha, Soonwon Hong, Moontae Lee, Taesup Moon. 2022

3 citations recorded by the source corpus.

Subfields: Optimization & Training, Meta & Continual Learning

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Optimization & Training

1. Liyuan Wang
2. Jun Zhu
3. Hang Su
4. Xingxing Zhang

In Meta & Continual Learning

1. Xingxing Zhang
2. Liyuan Wang
3. Hang Su
4. Jun Zhu
5. Simone Scardapane
6. Valerio Marsocci
7. Liyuan Wang
8. Hongwei Yan

Citations in the corpus

• A Comprehensive Survey of Continual Learning: Theory, Method and Application (2023, background): “Batch Normalization (BN) layers [182] tend to introduce biased moments towards the current task, resulting in sub-optimal performance of the previous tasks [60], [347].”