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Machine Unlearning

12 directly classified papers

Papers per year

Papers

CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP ACL 2025
Erasing Undesirable Influence in Diffusion Models CVPR 2025
Toward Efficient Data-Free Unlearning AAAI 2025
Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient AAAI 2025
Boosting Alignment for Post-Unlearning Text-to-Image Generative Models NIPS 2024
Towards Safer Large Language Models through Machine Unlearning ACL 2024
Feature Unlearning for Pre-trained GANs and VAEs AAAI 2024
Can Machine Unlearning Reduce Social Bias in Language Models? EMNLP 2024
Can Textual Unlearning Solve Cross-Modality Safety Alignment? EMNLP 2024
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models NIPS 2024
Black-Box Forgetting NIPS 2024
Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models EMNLP 2023