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 7 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