Uncertainty-Aware Convolutional Neural Networks for Vision Tasks on Sparse Data.

Uncertainty-Aware Convolutional Neural Networks for Vision Tasks on Sparse Data.

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Superior document:Linköping Studies in Science and Technology. Dissertations Series ; v.2123
:
Eldesokey, Abdelrahman.
Place / Publishing House:Linköping : : Linkopings Universitet,, 2021.
{copy}2021.
Year of Publication:2021
Edition:1st ed.
Language:English
Series:Linköping Studies in Science and Technology. Dissertations Series
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Physical Description:1 online resource (71 pages)
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(OCoLC)1255222780
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spelling Eldesokey, Abdelrahman.
Uncertainty-Aware Convolutional Neural Networks for Vision Tasks on Sparse Data.
1st ed.
Linköping : Linkopings Universitet, 2021.
{copy}2021.
1 online resource (71 pages)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Linköping Studies in Science and Technology. Dissertations Series ; v.2123
Intro -- POPULÄRVETENSKAPLIG SAMMANFATTNING -- ABSTRACT -- Acknowledgments -- Contents -- Part I: Background -- 1. Introduction -- 2. From Signal Spaces to Normalized Convolution -- 3. Deep Guided Filtering for Vision Tasks -- 4. Uncertainty in Neural Networks from a Bayesian Perspective -- 5. Upsampling in CNNs -- 6. Concluding Remarks -- Bibliography -- Part II: Publications -- Papers.
Description based on publisher supplied metadata and other sources.
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
Electronic books.
Print version: Eldesokey, Abdelrahman Uncertainty-Aware Convolutional Neural Networks for Vision Tasks on Sparse Data Linköping : Linkopings Universitet,c2021
ProQuest (Firm)
Linköping Studies in Science and Technology. Dissertations Series
https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=6633279 Click to View
language English
format eBook
author Eldesokey, Abdelrahman.
spellingShingle Eldesokey, Abdelrahman.
Uncertainty-Aware Convolutional Neural Networks for Vision Tasks on Sparse Data.
Linköping Studies in Science and Technology. Dissertations Series ;
Intro -- POPULÄRVETENSKAPLIG SAMMANFATTNING -- ABSTRACT -- Acknowledgments -- Contents -- Part I: Background -- 1. Introduction -- 2. From Signal Spaces to Normalized Convolution -- 3. Deep Guided Filtering for Vision Tasks -- 4. Uncertainty in Neural Networks from a Bayesian Perspective -- 5. Upsampling in CNNs -- 6. Concluding Remarks -- Bibliography -- Part II: Publications -- Papers.
author_facet Eldesokey, Abdelrahman.
author_variant a e ae
author_sort Eldesokey, Abdelrahman.
title Uncertainty-Aware Convolutional Neural Networks for Vision Tasks on Sparse Data.
title_full Uncertainty-Aware Convolutional Neural Networks for Vision Tasks on Sparse Data.
title_fullStr Uncertainty-Aware Convolutional Neural Networks for Vision Tasks on Sparse Data.
title_full_unstemmed Uncertainty-Aware Convolutional Neural Networks for Vision Tasks on Sparse Data.
title_auth Uncertainty-Aware Convolutional Neural Networks for Vision Tasks on Sparse Data.
title_new Uncertainty-Aware Convolutional Neural Networks for Vision Tasks on Sparse Data.
title_sort uncertainty-aware convolutional neural networks for vision tasks on sparse data.
series Linköping Studies in Science and Technology. Dissertations Series ;
series2 Linköping Studies in Science and Technology. Dissertations Series ;
publisher Linkopings Universitet,
publishDate 2021
physical 1 online resource (71 pages)
edition 1st ed.
contents Intro -- POPULÄRVETENSKAPLIG SAMMANFATTNING -- ABSTRACT -- Acknowledgments -- Contents -- Part I: Background -- 1. Introduction -- 2. From Signal Spaces to Normalized Convolution -- 3. Deep Guided Filtering for Vision Tasks -- 4. Uncertainty in Neural Networks from a Bayesian Perspective -- 5. Upsampling in CNNs -- 6. Concluding Remarks -- Bibliography -- Part II: Publications -- Papers.
isbn 9789179297015
genre Electronic books.
genre_facet Electronic books.
url https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=6633279
illustrated Not Illustrated
oclc_num 1255222780
work_keys_str_mv AT eldesokeyabdelrahman uncertaintyawareconvolutionalneuralnetworksforvisiontasksonsparsedata
status_str n
ids_txt_mv (MiAaPQ)5006633279
(Au-PeEL)EBL6633279
(OCoLC)1255222780
carrierType_str_mv cr
hierarchy_parent_title Linköping Studies in Science and Technology. Dissertations Series ; v.2123
is_hierarchy_title Uncertainty-Aware Convolutional Neural Networks for Vision Tasks on Sparse Data.
container_title Linköping Studies in Science and Technology. Dissertations Series ; v.2123
marc_error Info : MARC8 translation shorter than ISO-8859-1, choosing MARC8. --- [ 856 : z ]
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