Does anybody have an implementation for denoising autoencoder (DAE) in matlab?

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Elie Sfeir 2020-3-17

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评论： ido ohel 2022-2-27

The Denoising Autoencoder was referred to in this paper: Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion. I am looking for a matlab code , if available.

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Answer 1

Raunak Gupta 2020-3-20

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Hi,

Currently there is no directly implementation of stacked denoising Autoencoder function in MATLAB however you can train an Image Denoising Network with the help of dnCNNLayers which is a denoising convolutional neural network. This example mentions the full workflow using the same. Otherwise if you want to train stacked autoencoder you may look this example. For training a denoising stacked autoencoder you may do necessary tweaks needed for denoising in the original stacked autoencoder network.

Hope this provide a starting point for your work.