Pixyz: a Python library for developing deep generative models

With the recent rapid progress in the study of deep generative models (DGMs), there is a need for a framework that can implement them in a simple and generic way. In this research, we focus on two features of DGMs: (1) deep neural networks are encapsulated by probability distributions, and (2) model...

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Bibliographic Details

Published in:	Advanced robotics Vol. 37; no. 19; pp. 1221 - 1236
Main Authors:	Suzuki, Masahiro, Kaneko, Takaaki, Matsuo, Yutaka
Format:	Journal Article
Language:	English
Published:	Taylor & Francis 02.10.2023
Subjects:	Deep generative models Python library
ISSN:	0169-1864, 1568-5535
Online Access:	Get full text
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