Conditional Variational Autoencoder for Learned Image Reconstruction

Learned image reconstruction techniques using deep neural networks have recently gained popularity and have delivered promising empirical results. However, most approaches focus on one single recovery for each observation, and thus neglect information uncertainty. In this work, we develop a novel co...

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Bibliographic Details
Main Authors: Chen Zhang, Riccardo Barbano, Bangti Jin
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Computation
Subjects:
Online Access:https://www.mdpi.com/2079-3197/9/11/114