pnnl/frequency_sensitivity Article Swipe
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PNNL Developer Central
,
Charles Godfrey
,
Bishoff
,
Myles McKay
,
Davis Brown
,
Grayson Jorgenson
,
Henry Kvinge
,
Nell Byler
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.11578/dc.20230413.3
· OA: W4399837192
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.11578/dc.20230413.3
· OA: W4399837192
This research code base includes functions to compute statistics of image distributions in (spatial DFT) frequency space, train deep learning image classifiers on these distributions with variable depth and weight decay, and finally measure the sensitivity of the trained models to perturbations along (spatial DFT) frequency components.
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