Intriguing Properties of Data Attribution on Diffusion Models

v1v2 (latest)

Intriguing Properties of Data Attribution on Diffusion Models

1 November 2023

ArXiv (abs)PDF HTML Github (30★)

Papers citing "Intriguing Properties of Data Attribution on Diffusion Models"

13 / 13 papers shown

Title
Identifying Prompted Artist Names from Generated Images Grace Su Sheng-Yu Wang Aaron Hertzmann Eli Shechtman Jun-Yan Zhu Richard Zhang VLM 5 0 0 24 Jul 2025
Harnessing the Power of Training-Free Techniques in Text-to-2D Generation for Text-to-3D Generation via Score Distillation Sampling Junhong Lee Seungwook Kim Minsu Cho DiffM 65 0 0 26 May 2025
Concept Reachability in Diffusion Models: Beyond Dataset Constraints Marta Aparicio Rodriguez Xenia Miscouridou Anastasia Borovykh 54 0 0 25 May 2025
A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning Yuzheng Hu Fan Wu Haotian Ye David A. Forsyth James Y. Zou Nan Jiang Jiaqi W. Ma Han Zhao OffRL 87 0 0 25 May 2025
On Memorization in Diffusion Models Xiangming Gu Chao Du Tianyu Pang Chongxuan Li Min Lin Ye Wang DiffM TDI 359 55 0 21 Feb 2025
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images Sheng-Yu Wang Aaron Hertzmann Alexei A. Efros Jun-Yan Zhu Richard Zhang TDI 214 3 0 21 Feb 2025
Most Influential Subset Selection: Challenges, Promises, and Beyond Yuzheng Hu Pingbang Hu Han Zhao Jiaqi W. Ma TDI 228 9 0 10 Jan 2025
CDI: Copyrighted Data Identification in Diffusion Models Jan Dubiñski Antoni Kowalczuk Franziska Boenisch Adam Dziedzic 146 2 0 19 Nov 2024
Diffusion Attribution Score: Evaluating Training Data Influence in Diffusion Models Jinxu Lin Linwei Tao Minjing Dong Chang Xu TDI 124 3 0 24 Oct 2024
Influence Functions for Scalable Data Attribution in Diffusion Models Bruno Mlodozeniec Runa Eschenhagen Juhan Bae Alexander Immer David Krueger Richard E. Turner DiffM TDI 202 7 0 17 Oct 2024
Towards User-Focused Research in Training Data Attribution for Human-Centered Explainable AI Elisa Nguyen Johannes Bertram Evgenii Kortukov Jean Y. Song Seong Joon Oh TDI 622 2 0 25 Sep 2024
What Neural Networks Memorize and Why: Discovering the Long Tail via Influence Estimation Vitaly Feldman Chiyuan Zhang TDI 250 472 0 09 Aug 2020
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.5K 22,400 0 22 May 2017

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.