GradMix: Gradient-based Selective Mixup for Robust Data Augmentation in Class-Incremental Learning
- Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1
- 2026-04-20
- 1
@inproceedings{kim2025gradmix,
title = {GradMix: Gradient-based Selective Mixup for Robust Data Augmentation in Class-Incremental Learning},
author = {Minsu Kim and Seong-Hyeon Hwang and Steven Euijong Whang},
year = {2025},
booktitle = {Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1},
eprint = {2505.08528},
archivePrefix = {arXiv},
doi = {10.1145/3770854.3780300},
url = {https://arxiv.org/abs/2505.08528},
}