Uncertainty Quantifcation in Vision Based Classifcation

Javed, Mahed ORCID: 0000-0002-8456-7893 (2022) Uncertainty Quantifcation in Vision Based Classifcation. PhD thesis, University of Sheffield.

Abstract

Metadata

Supervisors: Mihaylova, Lyudmila
Keywords: Deep Learning, Uncertainty Quantification, Computer Vision, Adversarial Learning, Gaussian Processes, Image Classification, Semantic Segmentation, Robust Learning, Continual Learning
Awarding institution: University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Automatic Control and Systems Engineering (Sheffield)
Identification Number/EthosID: uk.bl.ethos.849988
Depositing User: Mr Mahed Javed
Date Deposited: 29 Mar 2022 14:17
Last Modified: 01 May 2022 09:53

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