Training behavior of deep neural network in frequency domain
Training behavior of deep neural network in frequency domain
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Ithaca: Cornell University Library, arXiv.org
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English
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Ithaca: Cornell University Library, arXiv.org
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Why deep neural networks (DNNs) capable of overfitting often generalize well in practice is a mystery [#zhang2016understanding]. To find a potential mechanism, we focus on the study of implicit biases underlying the training process of DNNs. In this work, for both real and synthetic datasets, we empirically find that a DNN with common settings firs...
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Training behavior of deep neural network in frequency domain
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TN_cdi_proquest_journals_2073693560
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2073693560
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E-ISSN
2331-8422
