Article

Noise robust neural network architecture

2023-05-17

Abstract excerpt

<title>Abstract</title> <p>In which we propose neural network architecture (dune neural network) for recognizing general noisy image without adding any artificial noise in the training data. By representing each free parameter of the network as an uncertainty interval, and applying a linear transformation to each input element, we show that the resulting architecture achieves decent noise robustness when faced wi...

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Literature Corpus work: e5e67dd0-0517-561f-af44-a5f41e5facfe
DOI: 10.21203/rs.3.rs-2940999/v1

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