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Selecting Relevant Features from a Universal Representation for Few-shot Classification

Mar 20, 2020
Nikita Dvornik, Cordelia Schmid, Julien Mairal


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Diversity with Cooperation: Ensemble Methods for Few-Shot Classification

Mar 27, 2019
Nikita Dvornik, Cordelia Schmid, Julien Mairal


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On the Importance of Visual Context for Data Augmentation in Scene Understanding

Sep 06, 2018
Nikita Dvornik, Julien Mairal, Cordelia Schmid

* arXiv admin note: substantial text overlap with arXiv:1807.07428 

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Modeling Visual Context is Key to Augmenting Object Detection Datasets

Jul 19, 2018
Nikita Dvornik, Julien Mairal, Cordelia Schmid

* ECCV2018, Sep 2018, Munich, Germany. 2018 

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BlitzNet: A Real-Time Deep Network for Scene Understanding

Aug 09, 2017
Nikita Dvornik, Konstantin Shmelkov, Julien Mairal, Cordelia Schmid


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