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Title: GitHub - codeaudit/pnn.pytorch.update: This repo houses the new PNN code, along with our responses to the issue raised in the recent Reddit discussion. The code is based on Michael Klachko’s repo with slight modification in model.py and main.py. All changes are marked.

Open Graph Title: GitHub - codeaudit/pnn.pytorch.update: This repo houses the new PNN code, along with our responses to the issue raised in the recent Reddit discussion. The code is based on Michael Klachko’s repo with slight modification in model.py and main.py. All changes are marked.

X Title: GitHub - codeaudit/pnn.pytorch.update: This repo houses the new PNN code, along with our responses to the issue raised in the recent Reddit discussion. The code is based on Michael Klachko’s repo with slight modification in model.py and main.py. All changes are marked.

Description: This repo houses the new PNN code, along with our responses to the issue raised in the recent Reddit discussion. The code is based on Michael Klachko’s repo with slight modification in model.py and main.py. All changes are marked. - codeaudit/pnn.pytorch.update

Open Graph Description: This repo houses the new PNN code, along with our responses to the issue raised in the recent Reddit discussion. The code is based on Michael Klachko’s repo with slight modification in model.py and...

X Description: This repo houses the new PNN code, along with our responses to the issue raised in the recent Reddit discussion. The code is based on Michael Klachko’s repo with slight modification in model.py and...

Opengraph URL: https://github.com/codeaudit/pnn.pytorch.update

X: @github

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https://patch-diff.githubusercontent.com/codeaudit/pnn.pytorch.update#new-pnn-repository
Michael Klachko’s repohttps://github.com/michaelklachko/pnn.pytorch
Recent Reddit Discussion: I tried to reproduce results from a CVPR18 paper, here's what I foundhttps://www.reddit.com/r/MachineLearning/comments/9jhhet/discussion_i_tried_to_reproduce_results_from_a/
Michael Klachko's re-implementation and his findingshttps://github.com/michaelklachko/pnn.pytorch
The original PNN Repository (will be kept untouched)https://github.com/juefeix/pnn.pytorch
https://patch-diff.githubusercontent.com/codeaudit/pnn.pytorch.update#responses-to-the-reddit-issue
https://patch-diff.githubusercontent.com/codeaudit/pnn.pytorch.update#section-1-inconsistencies-in-michael-klachkos-implementation
his repohttps://github.com/michaelklachko/pnn.pytorch
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https://patch-diff.githubusercontent.com/codeaudit/pnn.pytorch.update#section-2-regarding-cvpr-paper-results
CVPR experimentshttps://arxiv.org/pdf/1806.01817v1.pdf
https://patch-diff.githubusercontent.com/codeaudit/pnn.pytorch.update#section-3-uniform-additive-noise-in-all-layers
original PNN repohttps://github.com/juefeix/pnn.pytorch
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https://patch-diff.githubusercontent.com/codeaudit/pnn.pytorch.update#why-the-noise-level-is-so-important
PNNhttps://arxiv.org/abs/1806.01817
supplementaryhttps://arxiv.org/abs/1806.01817
https://patch-diff.githubusercontent.com/codeaudit/pnn.pytorch.update#section-4-why-pnn-makes-sense
Local Binary Convolutional Neural Networks (LBCNN)https://arxiv.org/abs/1608.06049
PNNhttps://arxiv.org/abs/1806.01817
Line 513https://github.com/juefeix/pnn.pytorch.update/blob/f1fc626107aa43347875a95c4fae2d24700fa489/models.py#L513
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LBCNNhttps://arxiv.org/abs/1608.06049
PNNhttps://arxiv.org/abs/1806.01817
https://patch-diff.githubusercontent.com/codeaudit/pnn.pytorch.update#section-5-epilogue
https://patch-diff.githubusercontent.com/codeaudit/pnn.pytorch.update#references
Perturbative Neural Networks (PNN)http://xujuefei.com/pnn.html
Felix Juefei-Xuhttp://xujuefei.com
Vishnu Naresh Boddetihttp://vishnu.boddeti.net/
Perturbative Neural Networkshttps://arxiv.org/pdf/1806.01817v1.pdf
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