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Machine Unlearning

Papers

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Showing 401–438 of 438 papers

TitleStatusHype
MUSO: Achieving Exact Machine Unlearning in Over-Parameterized RegimesCode0
Towards Certified Unlearning for Deep Neural NetworksCode0
Forgetting Any Data at Any Time: A Theoretically Certified Unlearning Framework for Vertical Federated LearningCode0
Avoiding Copyright Infringement via Large Language Model UnlearningCode0
Label-Agnostic Forgetting: A Supervision-Free Unlearning in Deep ModelsCode0
UniErase: Unlearning Token as a Universal Erasure Primitive for Language ModelsCode0
FAST: Feature Aware Similarity Thresholding for Weak Unlearning in Black-Box Generative ModelsCode0
Neural Machine UnrankingCode0
Comparative Study of Machine Unlearning Techniques for Computer Vision and NLP ModelsCode0
Fair Machine Unlearning: Data Removal while Mitigating DisparitiesCode0
Not All Data Are Unlearned EquallyCode0
Evaluating Machine Unlearning via Epistemic UncertaintyCode0
One-Shot Machine Unlearning with Mnemonic CodeCode0
One-Shot Unlearning of Personal IdentitiesCode0
Scissorhands: Scrub Data Influence via Connection Sensitivity in NetworksCode0
Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of RaceCode0
SCU: An Efficient Machine Unlearning Scheme for Deep Learning Enabled Semantic CommunicationsCode0
Apollo: A Posteriori Label-Only Membership Inference Attack Towards Machine UnlearningCode0
On the Vulnerability of Concept Erasure in Diffusion ModelsCode0
Toward Efficient Data-Free UnlearningCode0
Certified Data Removal Under High-dimensional SettingsCode0
Verification of Machine Unlearning is FragileCode0
Certifiable Machine Unlearning for Linear ModelsCode0
Towards Effective and General Graph Unlearning via Mutual EvolutionCode0
Erase to Enhance: Data-Efficient Machine Unlearning in MRI ReconstructionCode0
SHA256 at SemEval-2025 Task 4: Selective Amnesia -- Constrained Unlearning for Large Language Models via Knowledge IsolationCode0
Towards Efficient Target-Level Machine Unlearning Based on Essential GraphCode0
Siamese Machine Unlearning with Knowledge Vaporization and ConcentrationCode0
Potion: Towards Poison UnlearningCode0
Jogging the Memory of Unlearned LLMs Through Targeted Relearning AttacksCode0
Is Retain Set All You Need in Machine Unlearning? Restoring Performance of Unlearned Models with Out-Of-Distribution ImagesCode0
CaMU: Disentangling Causal Effects in Deep Model UnlearningCode0
Towards Lifecycle Unlearning Commitment Management: Measuring Sample-level Unlearning CompletenessCode0
Efficient Federated Unlearning under Plausible DeniabilityCode0
Distribution-Level Feature Distancing for Machine Unlearning: Towards a Better Trade-off Between Model Utility and ForgettingCode0
Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal TransportCode0
Edge Unlearning is Not "on Edge"! An Adaptive Exact Unlearning System on Resource-Constrained DevicesCode0
SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise RobustnessCode0
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