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Machine Unlearning

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Showing 151–175 of 438 papers

TitleStatusHype
Deep Contrastive Unlearning for Language Models—0
Machine Unlearning in Hyperbolic vs. Euclidean Multimodal Contrastive Learning: Adapting Alignment Calibration to MERUCode0
Robust Machine Unlearning for Quantized Neural Networks via Adaptive Gradient Reweighting with Similar Labels—0
PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models—0
Group-robust Machine UnlearningCode0
Are We Truly Forgetting? A Critical Re-examination of Machine Unlearning Evaluation Protocols—0
Learning to Unlearn while Retaining: Combating Gradient Conflicts in Machine Unlearning—0
Node-level Contrastive Unlearning on Graph Neural Networks—0
AMUN: Adversarial Machine UNlearning—0
SCU: An Efficient Machine Unlearning Scheme for Deep Learning Enabled Semantic CommunicationsCode0
TAPE: Tailored Posterior Difference for Auditing of Machine Unlearning—0
Holistic Audit Dataset Generation for LLM Unlearning via Knowledge Graph Traversal and Redundancy Removal—0
When to Forget? Complexity Trade-offs in Machine Unlearning—0
On the Vulnerability of Concept Erasure in Diffusion ModelsCode0
Forgetting Any Data at Any Time: A Theoretically Certified Unlearning Framework for Vertical Federated LearningCode0
Exploring Incremental Unlearning: Techniques, Challenges, and Future Directions—0
A Comprehensive Survey of Machine Unlearning Techniques for Large Language Models—0
Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models—0
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning—0
ReVeil: Unconstrained Concealed Backdoor Attack on Deep Neural Networks using Machine UnlearningCode0
Privacy Preservation through Practical Machine Unlearning—0
Comparative Study of Machine Unlearning Techniques for Computer Vision and NLP ModelsCode0
SEMU: Singular Value Decomposition for Efficient Machine Unlearning—0
Mitigating Sensitive Information Leakage in LLMs4Code through Machine Unlearning—0
Machine Unlearning via Information Theoretic Regularization—0
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