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Deep Generative Models, and Data Augmentation, Labelling, and Imperfections - First Workshop, DGM4MICCAI 2021, and First Workshop, DALI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings (Paperback, 1st ed. 2021) Loot Price: R1,445
Discovery Miles 14 450
Repayment Terms: R135 pm x 12*
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Deep Generative Models, and Data Augmentation, Labelling, and Imperfections - First Workshop, DGM4MICCAI 2021, and First...

Deep Generative Models, and Data Augmentation, Labelling, and Imperfections - First Workshop, DGM4MICCAI 2021, and First Workshop, DALI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings (Paperback, 1st ed. 2021)

Sandy Engelhardt, Ilkay Oksuz, Dajiang Zhu, Yixuan Yuan, Anirban Mukhopadhyay, Nicholas Heller, Sharon Xiaolei Huang, Hien Nguyen, Raphael Sznitman, Yuan Xue

Series: Image Processing, Computer Vision, Pattern Recognition, and Graphics, 13003

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Loot Price R1,445 Discovery Miles 14 450 | Repayment Terms: R135 pm x 12*

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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.

General

Imprint: Springer Nature Switzerland AG
Country of origin: Switzerland
Series: Image Processing, Computer Vision, Pattern Recognition, and Graphics, 13003
Release date: September 2021
First published: 2021
Editors: Sandy Engelhardt • Ilkay Oksuz • Dajiang Zhu • Yixuan Yuan • Anirban Mukhopadhyay • Nicholas Heller • Sharon Xiaolei Huang • Hien Nguyen • Raphael Sznitman • Yuan Xue
Dimensions: 235 x 155mm (L x W)
Format: Paperback
Pages: 278
Edition: 1st ed. 2021
ISBN-13: 978-3-03-088209-9
Categories: Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > General
Books > Computing & IT > Applications of computing > Artificial intelligence > Computer vision
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LSN: 3-03-088209-8
Barcode: 9783030882099

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