Revisiting ResNets: Improved Training and Scaling Strategies

Novel computer vision architectures monopolize the spotlight, but the impact of the model architecture is often conflated with simultaneous changes to training methodology and scaling strategies. Our work revisits the canonical ResNet (He et al., 2015) and studies these three aspects in an effort to...

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Bibliographische Detailangaben

Hauptverfasser:	Bello, Irwan, Fedus, William, Du, Xianzhi, Cubuk, Ekin D, Srinivas, Aravind, Lin, Tsung-Yi, Shlens, Jonathon, Zoph, Barret
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition
Online-Zugang:	Volltext bestellen
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