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Editing Implicit Assumptions in Text-to-Image Diffusion Models

IEEE International Conference on Computer Vision (ICCV), 2023

14 March 2023

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Papers citing "Editing Implicit Assumptions in Text-to-Image Diffusion Models"

50 / 78 papers shown

Title
Fully Unsupervised Self-debiasing of Text-to-Image Diffusion Models Korada Sri Vardhana Shrikrishna Lolla Soma Biswas 72 0 0 03 Dec 2025
Now You See It, Now You Don't - Instant Concept Erasure for Safe Text-to-Image and Video Generation Shristi Das Biswas Arani Roy Kaushik Roy VGen 254 0 0 24 Nov 2025
Where Culture Fades: Revealing the Cultural Gap in Text-to-Image Generation Chuancheng Shi Shangze Li Shiming Guo Simiao Xie Wenhua Wu ... Canran Xiao Cong Wang Zifeng Cheng Fei Shen Tat-Seng Chua VLM 177 0 0 21 Nov 2025
GrOCE:Graph-Guided Online Concept Erasure for Text-to-Image Diffusion Models Ning Han Zhenyu Ge Feng Han Yuhua Sun Chengqing Li Jingjing Chen 156 0 0 17 Nov 2025
Generating an Image From 1,000 Words: Enhancing Text-to-Image With Structured Captions Eyal Gutflaish Eliran Kachlon Hezi Zisman Tal Hacham Nimrod Sarid ... Saar Huberman Gal Davidi Guy Bukchin Kfir Goldberg Ron Mokady DiffM VLM 213 2 0 10 Nov 2025
Security Risk of Misalignment between Text and Image in Multi-modal Model Xiaosen Wang Zhijin Ge Shaokang Wang DiffM 146 0 0 30 Oct 2025
FairImagen: Post-Processing for Bias Mitigation in Text-to-Image Models Zihao Fu Ryan Brown Shun Shao Kai Rawal Eoin Delaney Chris Russell 104 1 0 24 Oct 2025
DyME: Dynamic Multi-Concept Erasure in Diffusion Models with Bi-Level Orthogonal LoRA Adaptation Jiaqi Liu Lan Zhang Xiaoyong Yuan DiffM 155 0 0 25 Sep 2025
A Unified Framework for Diffusion Model Unlearning with f-Divergence Nicola Novello Federico Fontana Luigi Cinque Deniz Gunduz Andrea M. Tonello 214 0 0 25 Sep 2025
RespoDiff: Dual-Module Bottleneck Transformation for Responsible & Faithful T2I Generation Silpa Vadakkeeveetil Sreelatha Sauradip Nag Muhammad Awais Serge Belongie Anjan Dutta DiffM 222 0 0 18 Sep 2025
Model-Agnostic Gender Bias Control for Text-to-Image Generation via Sparse Autoencoder Chao Wu Zhenyi Wang Kangxian Xie Naresh Kumar Devulapally Vishnu Suresh Lokhande Mingchen Gao 173 0 0 28 Jul 2025
Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention Jeonghoon Park Juyoung Lee Chaeyeon Chung Jaeseong Lee Jaegul Choo Jindong Gu 267 3 0 16 Jun 2025
CURE: Concept Unlearning via Orthogonal Representation Editing in Diffusion Models Shristi Das Biswas Arani Roy Kaushik Roy DiffM 421 2 0 19 May 2025
Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language ModelsInternational Conference on Learning Representations (ICLR), 2025 Donghoon Kim Minji Bae Kyuhong Shim B. Shim 383 5 0 13 May 2025
Erased but Not Forgotten: How Backdoors Compromise Concept Erasure Jonas Henry Grebe Tobias Braun Marcus Rohrbach Anna Rohrbach AAML 363 4 0 29 Apr 2025
Using LLMs as prompt modifier to avoid biases in AI image generators René Peinl 172 0 0 15 Apr 2025
Reason2Attack: Jailbreaking Text-to-Image Models via LLM Reasoning Chenyu Zhang Yiwen Ma Yiwen Ma Wenhui Li Yi Tu 242 4 0 23 Mar 2025
TarPro: Targeted Protection against Malicious Image Editing Kaixin Shen Ruijie Quan Jiaxu Miao Jun Xiao Yi Yang 319 2 0 18 Mar 2025
Safe Vision-Language Models via Unsafe Weights Manipulation Moreno DÍncà E. Peruzzo Xingqian Xu Humphrey Shi Andrii Zadaianchuk Goran Frehse MU 284 1 0 14 Mar 2025
Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Reza Shirkavand Qi He Shangqian Gao Gowthami Somepalli Tom Goldstein Heng-Chiao Huang 425 8 0 13 Mar 2025
Sparse Autoencoder as a Zero-Shot Classifier for Concept Erasing in Text-to-Image Diffusion Models Zhihua Tian Sirun Nan Ming Xu Shengfang Zhai Wenjie Qu Enchao Gong Kui Ren Ruoxi Jia DiffM 392 4 0 12 Mar 2025
SPEED: Scalable, Precise, and Efficient Concept Erasure for Diffusion Models Ouxiang Li Yuan Wang Xinting Hu Houcheng Jiang Tao Liang Y. Hao Guojun Ma Fuli Feng DiffM 406 13 0 10 Mar 2025
TRCE: Towards Reliable Malicious Concept Erasure in Text-to-Image Diffusion Models Ruidong Chen Honglin Guo Lanjun Wang Chenyu Zhang Weizhi Nie An-an Liu DiffM 302 6 0 10 Mar 2025
BackdoorDM: A Comprehensive Benchmark for Backdoor Learning on Diffusion Model Weilin Lin Nanjun Zhou Yijiao Wang Jianze Li Hui Xiong Li Liu AAML DiffM 932 2 0 17 Feb 2025
A Comprehensive Survey on Concept Erasure in Text-to-Image Diffusion Models Changhoon Kim Yanjun Qi DiffM 395 5 0 17 Feb 2025
Precise Parameter Localization for Textual Generation in Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2025 Łukasz Staniszewski Bartosz Cywiński Franziska Boenisch Kamil Deja Adam Dziedzic DiffM 945 3 0 17 Feb 2025
Direct Unlearning Optimization for Robust and Safe Text-to-Image ModelsNeural Information Processing Systems (NeurIPS), 2024 Yong-Hyun Park Sangdoo Yun Jin-Hwa Kim Junho Kim Geonhui Jang Yonghyun Jeong Junghyo Jo Gayoung Lee 475 39 0 17 Jan 2025
Provable Uncertainty Decomposition via Higher-Order Calibration Gustaf Ahdritz Aravind Gollakota Parikshit Gopalan Charlotte Peale Udi Wieder UD UQCV PER 352 1 0 25 Dec 2024
Concept-ROT: Poisoning Concepts in Large Language Models with Model EditingInternational Conference on Learning Representations (ICLR), 2024 Keltin Grimes Marco Christiani David Shriver Marissa Connor KELM 325 6 0 17 Dec 2024
AlignGuard: Scalable Safety Alignment for Text-to-Image Generation Runtao Liu Chen I Chieh Jindong Gu Jipeng Zhang Renjie Pi Qifeng Chen Juil Sock Ashkan Khakzar Fabio Pizzati EGVM 442 8 0 13 Dec 2024
Implicit Priors Editing in Stable Diffusion via Targeted Token Adjustment Feng He Chao Zhang Zhixue Zhao 378 0 0 04 Dec 2024
Unleashing In-context Learning of Autoregressive Models for Few-shot Image ManipulationComputer Vision and Pattern Recognition (CVPR), 2024 Bolin Lai F. Xu Miao Liu Xiaoliang Dai Nikhil Mehta ... Zeyi Huang James M. Rehg Sangmin Lee Ning Zhang Tong Xiao 331 6 0 02 Dec 2024
Novel Object Synthesis via Adaptive Text-Image HarmonyNeural Information Processing Systems (NeurIPS), 2024 Zeren Xiong Zedong Zhang Zikun Chen Shuo Chen Xianrui Li Gan Sun Zhiqiang Wang Jun Li DiffM 203 10 0 28 Oct 2024
Erasing Undesirable Concepts in Diffusion Models with Adversarial PreservationNeural Information Processing Systems (NeurIPS), 2024 Anh-Vu Bui L. Vuong Khanh Doan Trung Le Paul Montague Tamas Abraham Dinh Q. Phung KELM DiffM 531 28 0 21 Oct 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 631 53 0 16 Oct 2024
Parameter Competition Balancing for Model MergingNeural Information Processing Systems (NeurIPS), 2024 Guodong DU Junlin Lee Jing Li Runhua Jiang Yifei Guo ... Hanting Liu Sim Kuan Goh Jing Li Daojing He Min Zhang MoMe 223 43 0 03 Oct 2024
Image-Perfect Imperfections: Safety, Bias, and Authenticity in the Shadow of Text-To-Image Model EvolutionConference on Computer and Communications Security (CCS), 2024 Yixin Wu Yun Shen Michael Backes Yang Zhang 251 7 0 30 Aug 2024
Social Perception of Faces in a Vision-Language ModelConference on Fairness, Accountability and Transparency (FAccT), 2024 C. I. Hausladen Manuel Knott Colin F. Camerer Pietro Perona CVBM VLM 447 8 0 26 Aug 2024
Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable DiffusionComputer Vision and Pattern Recognition (CVPR), 2024 Eunji Kim Siwon Kim Rahim Entezari Rahim Entezari Sungroh Yoon 182 0 0 22 Aug 2024
The Fabrication of Reality and Fantasy: Scene Generation with LLM-Assisted Prompt Interpretation Yi Yao Chan-Feng Hsu Jhe-Hao Lin Hongxia Xie Terence Lin Yi-Ning Huang Hong-Han Shuai Wen-Huang Cheng DiffM 248 5 0 17 Jul 2024
Reliable and Efficient Concept Erasure of Text-to-Image Diffusion Models Chao Gong Kai-xiang Chen Zhipeng Wei Yue Yu Yulong Jiang DiffM 318 64 0 17 Jul 2024
Exploring the Potentials and Challenges of Deep Generative Models in Product Design Conception Phillip Mueller Lars Mikelsons AI4CE 354 5 0 15 Jul 2024
Adversarial Attacks and Defenses on Text-to-Image Diffusion Models: A Survey Chenyu Zhang Mingwang Hu Wenhui Li Lanjun Wang 199 44 0 10 Jul 2024
DiffusionPID: Interpreting Diffusion via Partial Information DecompositionNeural Information Processing Systems (NeurIPS), 2024 Shaurya Dewan Rushikesh Zawar Prakanshul Saxena Yingshan Chang Andrew F. Luo Yonatan Bisk DiffM 349 10 0 07 Jun 2024
Improving Geo-diversity of Generated Images with Contextualized Vendi Score GuidanceEuropean Conference on Computer Vision (ECCV), 2024 Reyhane Askari Hemmat Melissa Hall Alicia Sun Candace Ross M. Drozdzal Adriana Romero Soriano 266 12 0 06 Jun 2024
Bayesian Power Steering: An Effective Approach for Domain Adaptation of Diffusion Models Ding Huang Ting Li Jian Huang DiffM 228 1 0 06 Jun 2024
The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise Yuanhao Ban Ruochen Wang Tianyi Zhou Boqing Gong Cho-Jui Hsieh Minhao Cheng DiffM 232 12 0 04 Jun 2024
ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning Ruchika Chavhan Da Li Timothy M. Hospedales 245 29 0 29 May 2024
Balancing User Preferences by Social Networks: A Condition-Guided Social Recommendation Model for Mitigating Popularity Bias Xingbo He Wenqi Fan Ruobing Wang Yili Wang Ying Wang Shirui Pan Xin Wang CML 214 6 0 27 May 2024
On Mechanistic Knowledge Localization in Text-to-Image Generative Models Samyadeep Basu Keivan Rezaei Priyatham Kattakinda Ryan Rossi Cherry Zhao Vlad I. Morariu Varun Manjunatha Soheil Feizi 311 22 0 02 May 2024