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...
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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
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Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
|
Sujets: | Journal Article |