A continual learning framework to train robust image recognition models by adversarial training and knowledge distillation
Author:
Affiliation:
1. Department of Information Management, National Sun Yat-sen University, Kaohsiung, Taiwan
Funder
National Science and Technology Council of Taiwan
Publisher
Informa UK Limited
Link
https://www.tandfonline.com/doi/pdf/10.1080/09540091.2024.2379268
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2. Cai Q. Z. Du M. Liu C. & Song D. (2018). Curriculum adversarial training. arXiv preprint arXiv:1805.04807v1.
3. Continual learning with adversarial training to enhance robustness of image recognition models;Chou T.-C.;Proceedings of the 21st International Conference on Cyberworlds,2022
4. Continual learning for recurrent neural networks: An empirical evaluation
5. Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks;Croce F.;Proceedings of the 37th International Conference on Machine Learning,2020
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