Diffusion Explainer: Visual Explanation for Text-to-image Stable
Diffusion

Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion

4 May 2023

Benjamin Hoover

Hendrik Strobelt

Sheng-Hsuan Peng

Austin P. Wright

Duen Horng Chau

Papers citing "Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion"

10 / 10 papers shown

Title
ChannelExplorer: Exploring Class Separability Through Activation Channel Visualization Md Rahat-uz- Zaman Bei Wang Paul Rosen 26 0 0 06 May 2025
Scene Perceived Image Perceptual Score (SPIPS): combining global and local perception for image quality assessment Zhiqiang Lao Heather Yu EGVM 52 0 0 24 Apr 2025
Mapping the Mind of an Instruction-based Image Editing using SMILE Zeinab Dehghani Koorosh Aslansefat Adil Khan Adín Ramirez Rivera Franky George Muhammad Khalid DiffM 90 0 0 20 Dec 2024
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey Yunkai Dang Kaichen Huang Jiahao Huo Yibo Yan S. Huang ... Kun Wang Yong Liu Jing Shao Hui Xiong Xuming Hu LRM 104 15 0 03 Dec 2024
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 48 4 0 26 Sep 2024
Global-Local Image Perceptual Score (GLIPS): Evaluating Photorealistic Quality of AI-Generated Images Memoona Aziz Umair Rehman Muhammad Umair Danish Katarina Grolinger EGVM 35 4 0 15 May 2024
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale Jinbin Huang Chong Chen Aditi Mishra Bum Chul Kwon Zhicheng Liu Chris Bryan 47 4 0 03 Apr 2024
PrompTHis: Visualizing the Process and Influence of Prompt Editing during Text-to-Image Creation Yuhan Guo Hanning Shao Can Liu Kai Xu Xiaoru Yuan DiffM 32 10 0 14 Mar 2024
Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences Fred Hohman Mary Beth Kery Donghao Ren Dominik Moritz 37 16 0 06 Oct 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang George Alex Koulieris Hubert P. H. Shum DiffM 31 54 0 07 Jun 2023