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Machine Unlearning

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Showing 101–125 of 438 papers

TitleStatusHype
Sharpness-Aware Machine Unlearning—0
UCD: Unlearning in LLMs via Contrastive Decoding—0
Prompt Attacks Reveal Superficial Knowledge Removal in Unlearning Methods—0
Apollo: A Posteriori Label-Only Membership Inference Attack Towards Machine UnlearningCode0
SoK: Machine Unlearning for Large Language Models—0
Towards Lifecycle Unlearning Commitment Management: Measuring Sample-level Unlearning CompletenessCode0
Quantifying Cross-Modality Memorization in Vision-Language Models—0
Towards Machine Unlearning for Paralinguistic Speech Processing—0
SALAD: Systematic Assessment of Machine Unlearing on LLM-Aided Hardware Design—0
Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-TuningCode0
Speech Unlearning—0
Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of RaceCode0
Does Machine Unlearning Truly Remove Model Knowledge? A Framework for Auditing Unlearning in LLMs—0
Targeted Unlearning Using Perturbed Sign Gradient Methods With Applications On Medical Images—0
Leveraging Per-Instance Privacy for Machine Unlearning—0
Soft Weighted Machine Unlearning—0
Losing is for Cherishing: Data Valuation Based on Machine Unlearning and Shapley Value—0
DUSK: Do Not Unlearn Shared KnowledgeCode0
UniErase: Unlearning Token as a Universal Erasure Primitive for Language ModelsCode0
A Unified Gradient-based Framework for Task-agnostic Continual Learning-Unlearning—0
SEPS: A Separability Measure for Robust Unlearning in LLMs—0
Few-Shot Concept Unlearning with Low Rank Adaptation—0
TAIJI: MCP-based Multi-Modal Data Analytics on Data Lakes—0
Privacy-Aware Lifelong LearningCode0
MCU: Improving Machine Unlearning through Mode Connectivity—0
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