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Machine Unlearning

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Showing 126–150 of 438 papers

TitleStatusHype
Towards Robust Evaluation of Unlearning in LLMs via Data TransformationsCode0
Promoting User Data Autonomy During the Dissolution of a Monopolistic Firm—0
Verifying Machine Unlearning with Explainable AICode0
Provable unlearning in topic modeling and downstream tasks—0
A Review on Machine Unlearning—0
LoRA Unlearns More and Retains More (Student Abstract)Code0
Machine Unlearning on Pre-trained Models by Residual Feature Alignment Using LoRA—0
Neural Corrective Machine Unranking—0
Unlearning in- vs. out-of-distribution data in LLMs under gradient-based method—0
Game-Theoretic Machine Unlearning: Mitigating Extra Privacy Leakage—0
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity DatasetCode1
Pseudo-Probability Unlearning: Towards Efficient and Privacy-Preserving Machine Unlearning—0
Model Integrity when Unlearning with T2I Diffusion Models—0
Identify Backdoored Model in Federated Learning via Individual UnlearningCode1
RESTOR: Knowledge Recovery through Machine UnlearningCode0
Zero-shot Class Unlearning via Layer-wise Relevance Analysis and Neuronal Path Perturbation—0
CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP—0
Attribute-to-Delete: Machine Unlearning via Datamodel Matching—0
Machine Unlearning using Forgetting Neural Networks—0
Protecting Privacy in Multimodal Large Language Models with MLLMU-BenchCode2
Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rate—0
CLEAR: Character Unlearning in Textual and Visual ModalitiesCode1
Scalability of memorization-based machine unlearningCode1
Catastrophic Failure of LLM Unlearning via QuantizationCode1
When Machine Unlearning Meets Retrieval-Augmented Generation (RAG): Keep Secret or Forget Knowledge?—0
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