Discovering Failure Modes of Text-guided Diffusion Models via
Adversarial Search

Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search

1 June 2023

Adam Kortylewski

Papers citing "Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search"

15 / 15 papers shown

Title
Mitigating Hallucinations in Diffusion Models through Adaptive Attention Modulation Trevine Oorloff Yaser Yacoob Abhinav Shrivastava 39 0 0 24 Feb 2025
Trustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey Yi Zhang Zhen Chen Chih-Hong Cheng Wenjie Ruan Xiaowei Huang Dezong Zhao David Flynn Siddartha Khastgir Xingyu Zhao MedIm 25 3 0 26 Sep 2024
Adversarial Attacks on Parts of Speech: An Empirical Study in Text-to-Image Generation G M Shahariar Jia Chen Jiachen Li Yue Dong 19 0 0 21 Sep 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 35 14 0 06 Aug 2024
Repairing Catastrophic-Neglect in Text-to-Image Diffusion Models via Attention-Guided Feature Enhancement Zhiyuan Chang Mingyang Li Junjie Wang Yi Liu Qing Wang Yang Liu DiffM 11 1 0 24 Jun 2024
Latent Guard: a Safety Framework for Text-to-image Generation Runtao Liu Ashkan Khakzar Jindong Gu Qifeng Chen Philip H. S. Torr Fabio Pizzati 19 23 0 11 Apr 2024
An Analysis of Human Alignment of Latent Diffusion Models Lorenz Linhardt Marco Morik Sidney Bender Naima Elosegui Borras DiffM 16 3 0 13 Mar 2024
Breaking Free: How to Hack Safety Guardrails in Black-Box Diffusion Models! Shashank Kotyan Poyuan Mao Pin-Yu Chen Danilo Vasconcellos Vargas AAML DiffM 27 0 0 07 Feb 2024
From Fake to Real: Pretraining on Balanced Synthetic Images to Prevent Spurious Correlations in Image Recognition Maan Qraitem Kate Saenko Bryan A. Plummer 24 4 0 08 Aug 2023
PoseExaminer: Automated Testing of Out-of-Distribution Robustness in Human Pose and Shape Estimation Qihao Liu Adam Kortylewski Alan Yuille OODD 25 12 0 13 Mar 2023
DALL-E 2 Fails to Reliably Capture Common Syntactic Processes Evelina Leivada Elliot Murphy G. Marcus 119 27 0 23 Oct 2022
Enhance the Visual Representation via Discrete Adversarial Training Xiaofeng Mao YueFeng Chen Ranjie Duan Yao Zhu Gege Qi Shaokai Ye Xiaodan Li Rong Zhang Hui Xue 31 31 0 16 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 208 1,277 0 02 Sep 2022
Discovering the Hidden Vocabulary of DALLE-2 Giannis Daras A. Dimakis 107 53 0 01 Jun 2022
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 174 485 0 01 Feb 2022