Do CIFAR-10 Classifiers Generalize to CIFAR-10? on ShortScience.org

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Do CIFAR-10 Classifiers Generalize to CIFAR-10?
Recht, Benjamin and Roelofs, Rebecca and Schmidt, Ludwig and Shankar, Vaishaal
arXiv e-Print archive - 2018 via Local Bibsonomy
Keywords: dblp

Summaries/Notes 1

[link] Summary by kangcheng 5 years ago

TL;DR although all researchers are overfitting the visual dataset, the relative rank of those classfiers are stable. In some sense, what happens about overfitting dataset in computer vision research is not too wrong.

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