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David L. Donoho

Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World

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Oct 22, 2024
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Is Model Collapse Inevitable? Breaking the Curse of Recursion by Accumulating Real and Synthetic Data

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Apr 01, 2024
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Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path

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Jun 03, 2021
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Prevalence of Neural Collapse during the terminal phase of deep learning training

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Aug 21, 2020
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