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Deep Generative Models, and Data Augmentation, Labelling, and Imperfections

Name: Deep Generative Models, and Data Augmentation, Labelling, and Imperfections
Brand: Springer Nature Switzerland AG
SKU: 37225308
Price: 69.89 EUR
Availability: InStock
Author: Anirban Mukhopadhyay
ISBN: 9783030882099

Language

English

Book Paperback

Libristo code: 37225308

Publishers Springer Nature Switzerland AG, September 2021

This book constitutes the refereed proceedings of the First MICCAI Workshop on Deep Generative Model... Full description

Libristo code: 37225308

171 b

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This book constitutes the refereed proceedings of the First MICCAI Workshop on Deep Generative Models, DG4MICCAI 2021, and the First MICCAI Workshop on Data Augmentation, Labelling, and Imperfections, DALI 2021, held in conjunction with MICCAI 2021, in October 2021. The workshops were planned to take place in Strasbourg, France, but were held virtually due to the COVID-19 pandemic.DG4MICCAI 2021 accepted 12 papers from the 17 submissions received. The workshop focusses on recent algorithmic developments, new results, and promising future directions in Deep Generative Models. Deep generative models such as Generative Adversarial Network (GAN) and Variational Auto-Encoder (VAE) are currently receiving widespread attention from not only the computer vision and machine learning communities, but also in the MIC and CAI community.For DALI 2021, 15 papers from 32 submissions were accepted for publication. They focus on rigorous study of medical data related to machine learning systems.