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K. Krishnamachari

1 paper hereh-index 141.2k citations43 works total

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  • first author1

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  • cs.CV1

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most citedFourier Sensitivity and Regularization of Computer Vision Models

1 citations · 1 across the 1 of their papers we have counts for

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1 paper · 1 filter

cs.CV2023★ 1 cited

Fourier Sensitivity and Regularization of Computer Vision Models

Kiran Krishnamachari, See-Kiong Ng, Chuan-Sheng Foo

Recent work has empirically shown that deep neural networks latch on to the Fourier statistics of training data and show increased sensitivity to Fourier-basis directions in the in…

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