Deep generative models: Second MICCAI Workshop, DGM4MICCAI 2022, held in conjunction with MICCAI 2022, Singapore, September 22, 2022, proceedings

This book constitutes the refereed proceedings of the Second MICCAI Workshop on Deep Generative Models, DG4MICCAI 2022, held in conjunction with MICCAI 2022, in September 2022. The workshops took place in Singapore. DG4MICCAI 2022 accepted 12 papers from the 15 submissions received. The workshop foc...

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Körperschaften: DGM4MICCAI, Singapur; Online (VerfasserIn) , International Conference on Medical Image Computing and Computer Assisted Intervention (VerfasserIn)
Weitere Verfasser: Mukhopadhyay, Anirban (HerausgeberIn) , Oksuz, Ilkay (HerausgeberIn) , Engelhardt, Sandy (HerausgeberIn) , Zhu, Dajiang (HerausgeberIn) , Yuan, Yixuan (HerausgeberIn)
Dokumenttyp: Konferenzschrift
Sprache:Englisch
Veröffentlicht: Cham Springer Nature Switzerland 2022.
Cham Imprint: Springer 2022.
Ausgabe:1st ed. 2022.
Schriftenreihe:Lecture Notes in Computer Science 13609
DOI:10.1007/978-3-031-18576-2
Schlagworte:
Online-Zugang:Resolving-System, lizenzpflichtig: https://doi.org/10.1007/978-3-031-18576-2
Volltext
Verfasserangaben:Anirban Mukhopadhyay, Ilkay Oksuz, Sandy Engelhardt, Dajiang Zhu, Yixuan Yuan (eds.)
Beschreibung
Zusammenfassung:This book constitutes the refereed proceedings of the Second MICCAI Workshop on Deep Generative Models, DG4MICCAI 2022, held in conjunction with MICCAI 2022, in September 2022. The workshops took place in Singapore. DG4MICCAI 2022 accepted 12 papers from the 15 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.
Beschreibung:Online Resource
ISBN:9783031185762
DOI:10.1007/978-3-031-18576-2