Exploiting Negative Evidence for Deep Latent Structured Models

The abundance of image-level labels and the lack of large scale detailed annotations (e.g. bounding boxes, segmentation masks) promotes the development of weakly supervised learning (WSL) models. In this work, we propose a novel framework for WSL of deep convolutional neural networks dedicated to le...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 41(2019), 2 vom: 07. Feb., Seite 337-351
Auteur principal: Durand, Thibaut (Auteur)
Autres auteurs: Thome, Nicolas, Cord, Matthieu
Format: Article en ligne
Langue:English
Publié: 2019
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article