A Comprehensive Survey on Concept Erasure in Text-to-Image Diffusion Models

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A Comprehensive Survey on Concept Erasure in Text-to-Image Diffusion Models

17 February 2025

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Papers citing "A Comprehensive Survey on Concept Erasure in Text-to-Image Diffusion Models"

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Title
Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression Yiwei Xie Ping Liu Zheng Zhang 299 1 0 26 May 2025
Erased or Dormant? Rethinking Concept Erasure Through Reversibility Ping Liu Fangqiu Yi KELM 239 1 0 22 May 2025
CRCE: Coreference-Retention Concept Erasure in Text-to-Image Diffusion Models Yuyang Xue Edward Moroshko Feng Chen Jingyu Sun Steven McDonagh Sotirios A. Tsaftaris 287 3 0 18 Mar 2025
Rethinking the Vulnerability of Concept Erasure and a New Method Alex D. Richardson Alex D. Richardson Lucas Beerens Dongdong Chen DiffM 353 2 0 24 Feb 2025
MUNBa: Machine Unlearning via Nash Bargaining Jing Wu Mehrtash Harandi MU 436 7 0 23 Nov 2024
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video GenerationInternational Conference on Learning Representations (ICLR), 2024 Jaehong Yoon Shoubin Yu Vaidehi Patil Huaxiu Yao Joey Tianyi Zhou 355 49 0 16 Oct 2024