Intriguing properties of data attribution on diffusion models

Data attribution seeks to trace model outputs back to training data. With the recent development of diffusion models, data attribution has become a desired module to properly assign valuations for high-quality or copyrighted training samples, ensuring that data contributors are fairly compensated or...

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Bibliographic Details
Main Authors: ZHENG, Xiaosen, PANG, Tianyu, DU, Chao, JIANG, Jing, LIN, Min
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
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Online Access:https://ink.library.smu.edu.sg/sis_research/9271
https://ink.library.smu.edu.sg/context/sis_research/article/10271/viewcontent/2311.00500v2.pdf
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Institution: Singapore Management University
Language: English