Generating Neural Network Architectures with Conditional Graph Normalizing Flows

Published: 06 Jul 2023, Last Modified: 15 Aug 2023AutoML 2023 (Workshop)EveryoneRevisionsBibTeX
TL;DR: A generative NAS method that can discover better neural architectures beyond the scope of the initial NAS search spaces.
Keywords: Neural Architecture Search, Generative Models, Graph Normalizing Flows
Optional Submission Checklist: Yes
Broader Impact Statement: Yes
Paper Availability And License: Yes
Code Of Conduct: Yes
Code And Dataset Supplement: zip
Cpu Hours: 12
Gpu Hours: 12
Tpu Hours: 0
Submission Number: 6