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model utility preservation

3 papers

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Co-occurring keywords · papers mentioning both

machine unlearning (2) adversarial attack defense (1) weight attribution (1) model utility (1) membership inference (1) toxicity reduction (1) gradient difference (1) large language model (1) influence attribution (1) pretraining data augmentation (1)

Papers

Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models NeurIPS 2024 WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models NeurIPS 2024 Adding Instructions during Pretraining: Effective way of Controlling Toxicity in Language Models EACL 2023