Poisoning Generative Replay in Continual Learning to Promote Forgetting

Siteng Kang, Zhan Shi, Xinhua Zhang. Poisoning Generative Replay in Continual Learning to Promote Forgetting. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 15769-15785, PMLR, 2023. [doi]

Abstract

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