Robust Concept Erasure Using Task Vectors

Robust Concept Erasure Using Task Vectors

21 February 2025

Kelly O. Marshall

Papers citing "Robust Concept Erasure Using Task Vectors"

15 / 15 papers shown

Title
Distilling Diversity and Control in Diffusion Models Rohit Gandikota David Bau 43 0 0 13 Mar 2025
ACE: Concept Editing in Diffusion Models without Performance Degradation Ruipeng Wang Junfeng Fang Jiaqi Li Hao Chen Jie Shi K. Wang X. Wang DiffM 45 2 0 11 Mar 2025
SolidMark: Evaluating Image Memorization in Generative Models Nicky Kriplani Minh Pham Gowthami Somepalli Chinmay Hegde Niv Cohen VLM 37 0 0 01 Mar 2025
Representation Engineering for Large-Language Models: Survey and Research Challenges Lukasz Bartoszcze Sarthak Munshi Bryan Sukidi Jennifer Yen Zejia Yang David Williams-King Linh Le Kosi Asuzu Carsten Maple 98 0 0 24 Feb 2025
Concept Corrector: Erase concepts on the fly for text-to-image diffusion models Zheling Meng Bo Peng Xiaochuan Jin Yueming Lyu Wei Wang Jing Dong DiffM 33 2 0 22 Feb 2025
Memories of Forgotten Concepts M. Rusanovsky Shimon Malnick Amir Jevnisek Ohad Fried S. Avidan DiffM 56 0 0 01 Dec 2024
AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion models Yaopei Zeng Yuanpu Cao Bochuan Cao Yurui Chang Jinghui Chen Lu Lin DiffM 24 0 0 28 Oct 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
Replication in Visual Diffusion Models: A Survey and Outlook Wenhao Wang Yifan Sun Zongxin Yang Zhengdong Hu Zhentao Tan Yi Yang 60 6 0 07 Jul 2024
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models Yimeng Zhang Xin Chen Jinghan Jia Yihua Zhang Chongyu Fan Jiancheng Liu Mingyi Hong Ke Ding Sijia Liu DiffM 21 51 0 24 May 2024
Espresso: Robust Concept Filtering in Text-to-Image Models Anudeep Das Vasisht Duddu Rui Zhang Nadarajah Asokan EGVM 21 4 0 30 Apr 2024
Rethinking LLM Memorization through the Lens of Adversarial Compression Avi Schwarzschild Zhili Feng Pratyush Maini Zachary Chase Lipton J. Zico Kolter 39 38 0 23 Apr 2024
Editing Massive Concepts in Text-to-Image Diffusion Models Tianwei Xiong Yue Wu Enze Xie Yue Wu Zhenguo Li Xihui Liu 81 9 0 20 Mar 2024
Red-Teaming the Stable Diffusion Safety Filter Javier Rando Daniel Paleka David Lindner Lennard Heim Florian Tramèr DiffM 116 179 0 03 Oct 2022