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Image Credit: Arxiv

Info-Coevolution: An Efficient Framework for Data Model Coevolution

  • Info-Coevolution is a new framework proposed for efficient dataset construction and training in machine learning.
  • It addresses the challenge of determining if new data needs annotation given the existing model and data.
  • The framework selectively annotates and integrates online data to enhance datasets efficiently without bias.
  • Info-Coevolution has shown promising results in reducing annotation and training costs for datasets like ImageNet-1K.

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