TLDR: Younger: The First Dataset for Artificial Intelligence-Generated Neural Network Architecture. Designing and optimizing neural network architectures typically requires extensive expertise, starting with handcrafted designs and then manual or automated refinement.
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Jun 20, 2024
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Younger: The First Dataset for Artificial Intelligence-Generated Neural Network Architecture
Authors:
Zhengxin Yang, Luzhou Peng
Summary:
The dataset facilitates two primary design paradigms: global, for creating complete architectures from scratch, and local, for detailed architecture component refinement, and contributes to a new frontier, Artificial Intelligence-Generated Neural Network Architecture (AIGNNA).