"concept erasure" Papers

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DuMo: Dual Encoder Modulation Network for Precise Concept Erasure

Feng Han, Kai Chen, Chao Gong et al.

AAAI 2025paperarXiv:2501.01125
8
citations

Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them

Anh Bui, Thuy-Trang Vu, Long Vuong et al.

ICLR 2025arXiv:2501.18950
20
citations

Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models

Kartik Thakral, Tamar Glaser, Tal Hassner et al.

CVPR 2025arXiv:2503.19783
7
citations

Growth Inhibitors for Suppressing Inappropriate Image Concepts in Diffusion Models

Die Chen, Zhiwen Li, Mingyuan Fan et al.

ICLR 2025arXiv:2408.01014
8
citations

Precise, Fast, and Low-cost Concept Erasure in Value Space: Orthogonal Complement Matters

Yuan Wang, Ouxiang Li, Tingting Mu et al.

CVPR 2025arXiv:2412.06143
18
citations

Semantic Surgery: Zero-Shot Concept Erasure in Diffusion Models

Lexiang Xiong, Liu Chengyu, Jingwen Ye et al.

NEURIPS 2025arXiv:2510.22851
1
citations

Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient

Yongliang Wu, Shiji Zhou, Mingzhuo Yang et al.

AAAI 2025paperarXiv:2405.15304
51
citations

When Are Concepts Erased From Diffusion Models?

Kevin Lu, Nicky Kriplani, Rohit Gandikota et al.

NEURIPS 2025arXiv:2505.17013
5
citations