Ninth Meeting

Presenter

Jingyan Shen.

References

• Georgiev, Kristian, Joshua Vendrow, Hadi Salman, Sung Min Park, and Aleksander Madry. “The journey, not the destination: How data guides diffusion models.” arXiv preprint arXiv:2312.06205 (2023).
• Zheng, Xiaosen , Tianyu Pang, Chao Du, Jing Jiang, and Min Lin. “Intriguing properties of data attribution on diffusion models.” In the 13th International Conference on Learning Representations (ICLR), 2024.
• Wang, Sheng-Yu, Alexei A. Efros, Jun-Yan Zhu, and Richard Zhang. “Evaluating data attribution for text-to-image models.” In Proceedings of the IEEE/CVF International Conference on Computer Vision, pp. 7192-7203. 2023.
• Ko, Myeongseob, Feiyang Kang, Weiyan Shi, Ming Jin, Zhou Yu, and Ruoxi Jia. “The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes.” In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 26286-26295. 2024.
• Wang, Sheng-Yu, Aaron Hertzmann, Alexei A. Efros, Jun-Yan Zhu, and Richard Zhang. “Data Attribution for Text-to-Image Models by Unlearning Synthesized Images.” arXiv preprint arXiv:2406.09408 (2024).