Erasing Concepts from Diffusion Models

13 March 2023

Papers citing "Erasing Concepts from Diffusion Models"

50 / 228 papers shown

Title
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation Xiaoying Xing Avinab Saha Junfeng He Susan Hao Paul Vicol ... Sahil Singla Sarah Young Yinxiao Li Feng Yang Deepak Ramachandran DiffM 52 0 0 11 Jan 2025
Dynamic Negative Guidance of Diffusion Models Felix Koulischer Johannes Deleu G. Raya T. Demeester L. Ambrogioni DiffM 51 2 0 03 Jan 2025
MLLM-as-a-Judge for Image Safety without Human Labeling Zhenting Wang Shuming Hu Shiyu Zhao Xiaowen Lin F. Xu ... Nan Jiang Lingjuan Lyu Shiqing Ma Dimitris N. Metaxas Ankit Jain 170 2 0 31 Dec 2024
Provable Uncertainty Decomposition via Higher-Order Calibration Gustaf Ahdritz Aravind Gollakota Parikshit Gopalan Charlotte Peale Udi Wieder UD UQCV PER 52 0 0 25 Dec 2024
SafetyDPO: Scalable Safety Alignment for Text-to-Image Generation Runtao Liu Chen I Chieh Jindong Gu Jipeng Zhang Renjie Pi Qifeng Chen Philip Torr Ashkan Khakzar Fabio Pizzati EGVM 109 0 0 13 Dec 2024
Safeguarding Text-to-Image Generation via Inference-Time Prompt-Noise Optimization Jiangweizhi Peng Zhiwei Tang Gaowen Liu Charles Fleming Mingyi Hong 79 2 0 05 Dec 2024
IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models Khaled Abud Sergey Lavrushkin Alexey Kirillov D. Vatolin 94 0 0 02 Dec 2024
Memories of Forgotten Concepts M. Rusanovsky Shimon Malnick Amir Jevnisek Ohad Fried S. Avidan DiffM 61 0 0 01 Dec 2024
Continuous Concepts Removal in Text-to-image Diffusion Models Tingxu Han Dongrui Liu Yanrong Hu Chunrong Fang Yonglong Zhang Shiqing Ma Tao Zheng Zhenyu Chen Zhenting Wang DiffM 114 2 0 30 Nov 2024
Contrastive CFG: Improving CFG in Diffusion Models by Contrasting Positive and Negative Concepts J. Chang Hyungjin Chung Jong Chul Ye FaML DiffM 100 0 0 26 Nov 2024
Targeted Therapy in Data Removal: Object Unlearning Based on Scene Graphs Chenhan Zhang B. Zhao Hassan Jameel Asghar Dali Kaafar MU 83 0 0 25 Nov 2024
In-Context Experience Replay Facilitates Safety Red-Teaming of Text-to-Image Diffusion Models Zhi-Yi Chin Kuan-Chen Mu Mario Fritz Pin-Yu Chen DiffM 87 0 0 25 Nov 2024
MUNBa: Machine Unlearning via Nash Bargaining Jing Wu Mehrtash Harandi MU 71 3 0 23 Nov 2024
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 67 8 0 14 Nov 2024
Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis Taihang Hu Linxuan Li Joost van de Weijer Hongcheng Gao Fahad Shahbaz Khan Jian Yang Ming-Ming Cheng Kai Wang Yaxing Wang DiffM 57 4 0 11 Nov 2024
Model Integrity when Unlearning with T2I Diffusion Models Andrea Schioppa Emiel Hoogeboom Jonathan Heek 43 1 0 04 Nov 2024
AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion models Yaopei Zeng Yuanpu Cao Bochuan Cao Yurui Chang Jinghui Chen Lu Lin DiffM 36 3 0 28 Oct 2024
The Cat and Mouse Game: The Ongoing Arms Race Between Diffusion Models and Detection Methods Linda Laurier Ave Giulietta Arlo Octavia Meade Cleti 53 3 0 24 Oct 2024
Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances Shilin Lu Zihan Zhou Jiayou Lu Yuanzhi Zhu A. Kong WIGM 97 10 0 24 Oct 2024
Deep Generative Models for 3D Medical Image Synthesis Paul Friedrich Yannik Frisch P. Cattin 3DV MedIm 37 3 0 23 Oct 2024
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models Jinghan Jia Jiancheng Liu Yihua Zhang Parikshit Ram Nathalie Baracaldo Sijia Liu MU 35 2 0 23 Oct 2024
Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation Anh-Vu Bui L. Vuong Khanh Doan Trung Le Paul Montague Tamas Abraham Dinh Q. Phung KELM DiffM 32 9 0 21 Oct 2024
Assessing Open-world Forgetting in Generative Image Model Customization Héctor Laria Alex Gomez-Villa Imad Eddine Marouf Bogdan Raducanu Bogdan Raducanu VLM DiffM 37 0 0 18 Oct 2024
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance Jiwan Hur Dong-Jae Lee Gyojin Han Jaehyun Choi Yunho Jeon Junmo Kim DiffM 35 0 0 17 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 45 8 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 Joey Tianyi Zhou 79 16 0 16 Oct 2024
RealEra: Semantic-level Concept Erasure via Neighbor-Concept Mining Yufan Liu Jinyang An Wanqian Zhang Ming Li Dayan Wu Jingzi Gu Zheng-Shen Lin Weiping Wang 32 4 0 11 Oct 2024
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs Bowen Jin Ziqi Pang Bingjun Guo Yu-Xiong Wang Jiaxuan You Jiawei Han DiffM 47 1 0 09 Oct 2024
Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning Chongyu Fan Jiancheng Liu Licong Lin Jinghan Jia Ruiqi Zhang Song Mei Sijia Liu MU 43 17 0 09 Oct 2024
DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing June Suk Choi Kyungmin Lee Jongheon Jeong Saining Xie Jinwoo Shin Kimin Lee DiffM AAML 33 2 0 08 Oct 2024
Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning Saemi Moon M. Lee Sangdon Park Dongwoo Kim 44 1 0 08 Oct 2024
HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning Ayano Hiranaka Shang-Fu Chen Chieh-Hsin Lai Dongjun Kim Naoki Murata Takashi Shibuya Wei-Hsiang Liao Shao-Hua Sun Yuki Mitsufuji 47 1 0 07 Oct 2024
ShieldDiff: Suppressing Sexual Content Generation from Diffusion Models through Reinforcement Learning Dong Han Salaheldin Mohamed Yong Li 23 2 0 04 Oct 2024
Real-World Benchmarks Make Membership Inference Attacks Fail on Diffusion Models Chumeng Liang Jiaxuan You 40 0 0 04 Oct 2024
Understanding Reasoning in Chain-of-Thought from the Hopfieldian View Lijie Hu Liang Liu Shu Yang Xin Chen Zhen Tan Muhammad Asif Ali Mengdi Li Di Wang LRM 46 1 0 04 Oct 2024
Revealing the Unseen: Guiding Personalized Diffusion Models to Expose Training Data Xiaoyu Wu Jiaru Zhang Steven Wu 38 1 0 03 Oct 2024
SteerDiff: Steering towards Safe Text-to-Image Diffusion Models Hongxiang Zhang Yifeng He Hao Chen 28 2 0 03 Oct 2024
Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement Zhehao Huang Xinwen Cheng JingHao Zheng Haoran Wang Zhengbao He Tao Li X. Huang MU 47 5 0 29 Sep 2024
Dark Miner: Defend against unsafe generation for text-to-image diffusion models Zheling Meng Bo Peng Xiaochuan Jin Yue Jiang Jing Dong Wei Wang Tieniu Tan DiffM 33 1 0 26 Sep 2024
Prompt Sliders for Fine-Grained Control, Editing and Erasing of Concepts in Diffusion Models Deepak Sridhar Nuno Vasconcelos DiffM 36 0 0 25 Sep 2024
Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models Tianqi Chen Shujian Zhang Mingyuan Zhou DiffM 83 3 0 17 Sep 2024
UNLEARN Efficient Removal of Knowledge in Large Language Models Tyler Lizzo Larry Heck KELM MoMe MU 43 1 0 08 Aug 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 56 16 0 06 Aug 2024
The Quest for the Right Mediator: A History, Survey, and Theoretical Grounding of Causal Interpretability Aaron Mueller Jannik Brinkmann Millicent Li Samuel Marks Koyena Pal ... Arnab Sen Sharma Jiuding Sun Eric Todd David Bau Yonatan Belinkov CML 52 18 0 02 Aug 2024
On the Limitations and Prospects of Machine Unlearning for Generative AI Shiji Zhou Lianzhe Wang Jiangnan Ye Yongliang Wu Heng Chang MU 46 5 0 01 Aug 2024
A Diffusion Model for Simulation Ready Coronary Anatomy with Morpho-skeletal Control Karim Kadry Shreya Gupta Jonas Sogbadji M. Schaap Kersten Petersen T. Mizukami Carlos Collet F. R. Nezami E. Edelman AI4CE 52 2 0 22 Jul 2024
Towards Understanding Unsafe Video Generation Yan Pang Aiping Xiong Yang Zhang Tianhao Wang EGVM 34 2 0 17 Jul 2024
Reliable and Efficient Concept Erasure of Text-to-Image Diffusion Models Chao Gong Kai-xiang Chen Zhipeng Wei Jingjing Chen Yulong Jiang DiffM 47 24 0 17 Jul 2024
Adversarial Attacks and Defenses on Text-to-Image Diffusion Models: A Survey Chenyu Zhang Mingwang Hu Wenhui Li Lanjun Wang 41 15 0 10 Jul 2024
Zero-Shot Class Unlearning in CLIP with Synthetic Samples A. Kravets V. Namboodiri VLM MU 24 5 0 10 Jul 2024