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

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

24 May 2024

Xu Yang

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

18 / 18 papers shown

Title
Backdoor Defense in Diffusion Models via Spatial Attention Unlearning Abha Jha Ashwath Vaithinathan Aravindan Matthew Salaway Atharva Sandeep Bhide Duygu Nur Yaldiz AAML 67 0 0 21 Apr 2025
Concept Lancet: Image Editing with Compositional Representation Transplant Jinqi Luo Tianjiao Ding Kwan Ho Ryan Chan Hancheng Min Chris Callison-Burch René Vidal DiffM KELM 59 0 0 03 Apr 2025
TarPro: Targeted Protection against Malicious Image Editing Kaixin Shen Ruijie Quan Jiaxu Miao Jun Xiao Yi Yang 53 1 0 18 Mar 2025
Personalized Generation In Large Model Era: A Survey Yiyan Xu Jinghao Zhang Alireza Salemi Xinting Hu W. Wang Fuli Feng Hamed Zamani Xiangnan He Tat-Seng Chua 3DV 69 2 0 04 Mar 2025
Bridging Domain Gaps between Pretrained Multimodal Models and Recommendations Wenyu Zhang Jie Luo Xinming Zhang Yuan Fang 56 0 0 24 Feb 2025
CE-SDWV: Effective and Efficient Concept Erasure for Text-to-Image Diffusion Models via a Semantic-Driven Word Vocabulary Jiahang Tu Qian Feng Chufan Chen Jiahua Dong Hanbin Zhao Chao Zhang Hui Qian 54 2 0 28 Jan 2025
Has an AI model been trained on your images? Matyáš Boháček Hany Farid 31 0 0 11 Jan 2025
Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey Xuannan Liu Xing Cui Peipei Li Zekun Li Huaibo Huang Shuhan Xia Miaoxuan Zhang Yueying Zou Ran He AAML 51 4 0 14 Nov 2024
Model Integrity when Unlearning with T2I Diffusion Models Andrea Schioppa Emiel Hoogeboom Jonathan Heek 30 3 0 04 Nov 2024
Meta-Unlearning on Diffusion Models: Preventing Relearning Unlearned Concepts Hongcheng Gao Tianyu Pang Chao Du Taihang Hu Zhijie Deng Min-Bin Lin DiffM 28 6 0 16 Oct 2024
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation Jaehong Yoon Shoubin Yu Vaidehi Patil Huaxiu Yao Mohit Bansal 59 14 0 16 Oct 2024
Sparse Repellency for Shielded Generation in Text-to-image Diffusion Models Michael Kirchhof James Thornton Pierre Ablin Louis Béthune Eugène Ndiaye Marco Cuturi 31 2 0 08 Oct 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 32 14 0 06 Aug 2024
On the Limitations and Prospects of Machine Unlearning for Generative AI Shiji Zhou Lianzhe Wang Jiangnan Ye Yongliang Wu Heng Chang MU 33 5 0 01 Aug 2024
Adversarial Attacks and Defenses on Text-to-Image Diffusion Models: A Survey Chenyu Zhang Mingwang Hu Wenhui Li Lanjun Wang 31 9 0 10 Jul 2024
Generated Faces in the Wild: Quantitative Comparison of Stable Diffusion, Midjourney and DALL-E 2 Ali Borji DiffM 56 117 0 02 Oct 2022
Prompt-aligned Gradient for Prompt Tuning Beier Zhu Yulei Niu Yucheng Han Yuehua Wu Hanwang Zhang VLM 167 263 0 30 May 2022
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 149 9,300 0 28 May 2015