Learning to Generate Chairs, Tables and Cars with Convolutional Networks

We train generative 'up-convolutional' neural networks which are able to generate images of objects given object style, viewpoint, and color. We train the networks on rendered 3D models of chairs, tables, and cars. Our experiments show that the networks do not merely learn all images by he...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 39(2017), 4 vom: 17. Apr., Seite 692-705
1. Verfasser:	Dosovitskiy, Alexey (VerfasserIn)
Weitere Verfasser:	Springenberg, Jost Tobias, Tatarchenko, Maxim, Brox, Thomas
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2017
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article Research Support, Non-U.S. Gov't