Explaining generative diffusion models via visual analysis for interpretable decision-making process

16 February 2024

Papers citing "Explaining generative diffusion models via visual analysis for interpretable decision-making process"

8 / 8 papers shown

Title
Precise Parameter Localization for Textual Generation in Diffusion Models Łukasz Staniszewski Bartosz Cywiñski Franziska Boenisch Kamil Deja Adam Dziedzic DiffM 196 0 0 17 Feb 2025
Concept-Based Explanations in Computer Vision: Where Are We and Where Could We Go? Jae Hee Lee Georgii Mikriukov Gesina Schwalbe Stefan Wermter D. Wolter 55 2 0 20 Sep 2024
Unveiling Structural Memorization: Structural Membership Inference Attack for Text-to-Image Diffusion Models Qiao Li Xiaomeng Fu Xi Wang Jin Liu Xingyu Gao Jiao Dai Jizhong Han 38 3 0 18 Jul 2024
Beta Sampling is All You Need: Efficient Image Generation Strategy for Diffusion Models using Stepwise Spectral Analysis Haeil Lee Han S. Lee Seoyeon Gye Junmo Kim DiffM 49 2 0 16 Jul 2024
A Roadmap Towards Automated and Regulated Robotic Systems Yihao Liu Mehran Armand 50 2 0 21 Mar 2024
SingVisio: Visual Analytics of Diffusion Model for Singing Voice Conversion Liumeng Xue Chaoren Wang Mingxuan Wang Xueyao Zhang Jun Han Zhizheng Wu DiffM 32 5 0 20 Feb 2024
Fault Diagnosis using eXplainable AI: a Transfer Learning-based Approach for Rotating Machinery exploiting Augmented Synthetic Data L. Brito Gian Antonio Susto J. N. Brito M. Duarte 34 45 0 06 Oct 2022
VS-CAM: Vertex Semantic Class Activation Mapping to Interpret Vision Graph Neural Network Zhenpeng Feng Xiyang Cui Hongbing Ji Mingzhe Zhu Ljubisa Stankovic 34 11 0 15 Sep 2022