Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks

Deep convolutional networks have proven to be very successful in learning task specific features that allow for unprecedented performance on various computer vision tasks. Training of such networks follows mostly the supervised learning paradigm, where sufficiently many input-output pairs are requir...

Description complète

Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 38(2016), 9 vom: 09. Sept., Seite 1734-47
Auteur principal: Dosovitskiy, Alexey (Auteur)
Autres auteurs: Fischer, Philipp, Springenberg, Jost Tobias, Riedmiller, Martin, Brox, Thomas
Format: Article en ligne
Langue:English
Publié: 2016
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article