Ilija Radosavovic, Raj Prateek Kosaraju, Ross Girshick, Kaiming He, Piotr Dollár
Facebook AI Research
Proposes a network structure optimization method that considers a set of network parameters and finds a good set through experimentation, showing specific evaluation methods and results, although it is not fully automated like NAS, but rather closer to the manual design of a skilled person. The search result RegNet is five times faster and with better accuracy than EfficientNet.
TL;DR
Ilija Radosavovic, Raj Prateek Kosaraju, Ross Girshick, Kaiming He, Piotr Dollár
Proposes a network structure optimization method that considers a set of network parameters and finds a good set through experimentation, showing specific evaluation methods and results, although it is not fully automated like NAS, but rather closer to the manual design of a skilled person. The search result RegNet is five times faster and with better accuracy than EfficientNet.
Paper URL
https://arxiv.org/abs/2003.13678
Submission Dates(yyyy/mm/dd)
2020/05/30
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