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Contributions to large-scale learning for image classification

 Zeynep Akata
Signal and Image Processing. Université de Grenoble, 2014. English. ⟨NNT : 2014GRENM003⟩
Thèse tel-00873807v2
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Non-negative Matrix Factorization in Multimodality Data for Segmentation and Label Prediction

 Zeynep Akata , Christian Thurau , Christian Bauckhage
16th Computer Vision Winter Workshop, Feb 2011, Mitterberg, Austria
Communication dans un congrès hal-00652879v1
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Fisher Vectors for Fine-Grained Visual Categorization

 Jorge Sánchez , Florent Perronnin , Zeynep Akata
FGVC Workshop in IEEE Computer Vision and Pattern Recognition (CVPR), IEEE, Jun 2011, Colorado Springs, United States
Communication dans un congrès hal-00817681v1
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Attribute-Based Classification with Label-Embedding

 Zeynep Akata , Florent Perronnin , Zaid Harchaoui , Cordelia Schmid
NIPS 2013 Workshop on Output Representation Learning, Neural Information Processing Systems (NIPS) Foundation, Dec 2013, Lake Tahoe, United States
Communication dans un congrès hal-00903502v1
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Good Practice in Large-Scale Learning for Image Classification

 Zeynep Akata , Florent Perronnin , Zaid Harchaoui , Cordelia Schmid
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, 36 (3), pp.507-520. ⟨10.1109/TPAMI.2013.146⟩
Article dans une revue hal-00835810v1
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Towards Good Practice in Large-Scale Learning for Image Classification

 Florent Perronnin , Zeynep Akata , Zaid Harchaoui , Cordelia Schmid
CVPR 2012 - IEEE Computer Vision and Pattern Recognition, Jun 2012, Providence (RI), United States. pp.3482-3489, ⟨10.1109/CVPR.2012.6248090⟩
Communication dans un congrès hal-00690014v1
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Label-Embedding for Image Classification

 Zeynep Akata , Florent Perronnin , Zaid Harchaoui , Cordelia Schmid
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016, 38 (7), pp.1425-1438. ⟨10.1109/TPAMI.2015.2487986⟩
Article dans une revue hal-01207145v1
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Label-Embedding for Attribute-Based Classification

 Zeynep Akata , Florent Perronnin , Zaid Harchaoui , Cordelia Schmid
CVPR - IEEE Computer Vision and Pattern Recognition, Jun 2013, Portland, United States. pp.819-826, ⟨10.1109/CVPR.2013.111⟩
Communication dans un congrès hal-00815747v3
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