An analysis of ConformalLayers' robustness to corruptions in natural images.

Eduardo Vera Sousa,Cristina Nader Vasconcelos,Leandro A. F. Fernandes

Pattern Recognit. Lett.（2023）

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摘要

•An assessment of robustness to corruptions in images in ConformalLayers, under mCE and relative mCE perspectives•An analysis on the inference time achieved by ConformalLayers-based approaches for Neural Networks•An analysis of the energy consumption of ConformalLayers on networks with varying depth, under CO2 emission perspective

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关键词

68T45,68U10 convolutional neural network,Activation function,Image corruption,Classification

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