Table of Contents: Uncertainty-Aware Convolutional Neural Networks for Vision Tasks on Sparse Data.

Cover Image

QR Code

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

Bibliographic Details
Main Author:	Eldesokey, Abdelrahman.
Format:	eBook
Language:	English
Published:	Linköping : Linkopings Universitet, 2021.
Edition:	1st ed.
Series:	Linköping Studies in Science and Technology. Dissertations Series
Subjects:	Electronic books.
Online Access:	Click to View

Table of 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.