data-attribution
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A toolkit for quantitative evaluation of data attribution methods.
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Jul 14, 2025 - Jupyter Notebook
Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)
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Jan 23, 2024 - Jupyter Notebook
Mapping out the "memory" of neural nets with data attribution
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Nov 3, 2025 - Python
Code for the paper "The Journey, Not the Destination: How Data Guides Diffusion Models"
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Dec 12, 2023 - Python
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Jul 20, 2023 - Python
A unified framework for attributing model components, data, and training dynamics to model behavior.
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Sep 30, 2025 - Python
Official implementation of the paper "Most Influential Subset Selection: Challenges, Promises, and Beyond" (NeurIPS2024)
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Feb 6, 2025 - Jupyter Notebook
[ICLR2025] An Efficient Framework for Crediting Data Contributors of Diffusion Models
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Oct 17, 2025 - Jupyter Notebook
part of the MIT Center for Brains Minds + Machines computational tutorial series
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Oct 17, 2024 - Jupyter Notebook
[ICCV 2025] Code for training and testing AR-Detector method from the paper "Region-Level Data Attribution for Text-to-Image Generative Models"
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Jul 27, 2025 - Python
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