What the DAAM: Interpreting Stable Diffusion Using Cross Attention

10 October 2022

Papers citing "What the DAAM: Interpreting Stable Diffusion Using Cross Attention"

20 / 20 papers shown

Title
Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models Donghoon Kim Minji Bae Kyuhong Shim B. Shim 38 0 0 13 May 2025
SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders Bartosz Cywiñski Kamil Deja DiffM 63 6 0 29 Jan 2025
An Item is Worth a Prompt: Versatile Image Editing with Disentangled Control Aosong Feng Weikang Qiu Jinbin Bai Xiao Zhang Zhen Dong Kaicheng Zhou Rex Ying Leandros Tassiulas DiffM 63 6 0 28 Jan 2025
Padding Tone: A Mechanistic Analysis of Padding Tokens in T2I Models Michael Toker Ido Galil Hadas Orgad Rinon Gal Yoad Tewel Gal Chechik Yonatan Belinkov DiffM 54 2 0 12 Jan 2025
Adversarial Attacks on Parts of Speech: An Empirical Study in Text-to-Image Generation G M Shahariar Jia Chen Jiachen Li Yue Dong 34 0 0 21 Sep 2024
I2AM: Interpreting Image-to-Image Latent Diffusion Models via Bi-Attribution Maps Junseo Park Hyeryung Jang 78 0 0 17 Jul 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 26 1 0 24 Jun 2024
Open-World Human-Object Interaction Detection via Multi-modal Prompts Jie-jin Yang Bingliang Li Ailing Zeng L. Zhang Ruimao Zhang VLM 32 8 0 11 Jun 2024
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance X. Wang Siming Fu Qihan Huang Wanggui He Hao Jiang DiffM 48 41 0 11 Jun 2024
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation Lianyu Pang Jian Yin Baoquan Zhao Feize Wu Fu Lee Wang Qing Li Xudong Mao DiffM 47 1 0 07 Jun 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 75 0 0 31 May 2024
Picturing Ambiguity: A Visual Twist on the Winograd Schema Challenge Brendan Park Madeline Janecek Naser Ezzati-Jivan Yifeng Li Ali Emami 37 0 0 25 May 2024
Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models Konstantinos Vilouras Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris MedIm 45 2 0 19 Apr 2024
Interpretable Diffusion via Information Decomposition Xianghao Kong Ollie Liu Han Li Dani Yogatama Greg Ver Steeg 24 20 0 12 Oct 2023
Text-to-Image Diffusion Models can be Easily Backdoored through Multimodal Data Poisoning Shengfang Zhai Yinpeng Dong Qingni Shen Shih-Chieh Pu Yuejian Fang Hang Su 32 71 0 07 May 2023
Expressive Text-to-Image Generation with Rich Text Songwei Ge Taesung Park Jun-Yan Zhu Jia-Bin Huang DiffM 79 79 0 13 Apr 2023
Trade-offs in Fine-tuned Diffusion Models Between Accuracy and Interpretability Mischa Dombrowski Hadrien Reynaud Johanna P. Müller Matthew Baugh Bernhard Kainz MedIm 24 6 0 31 Mar 2023
Efficient Diffusion Models for Vision: A Survey Anwaar Ulhaq Naveed Akhtar MedIm 32 60 0 07 Oct 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 224 1,304 0 02 Sep 2022
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 285 10,354 0 12 Dec 2018