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

 Nikita Dvornik , Julien Mairal , Cordelia Schmid
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019, 43 (6), pp.2014-2028. ⟨10.1109/TPAMI.2019.2961896⟩
Article dans une revue hal-01869784v4
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Diversity with Cooperation: Ensemble Methods for Few-Shot Classification

 Nikita Dvornik , Julien Mairal , Cordelia Schmid
ICCV 2019 - International Conference on Computer Vision, Oct 2019, Seoul, South Korea. pp.3722-3730, ⟨10.1109/ICCV.2019.00382⟩
Communication dans un congrès hal-02080004v2
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Modeling Visual Context is Key to Augmenting Object Detection Datasets

 Nikita Dvornik , Julien Mairal , Cordelia Schmid
ECCV 2018 - European Conference on Computer Vision, Sep 2018, Munich, Germany. pp.375-391, ⟨10.1007/978-3-030-01258-8_23⟩
Communication dans un congrès hal-01844474v1
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Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification

 Nikita Dvornik , Cordelia Schmid , Julien Mairal
ECCV 2020 - European Conference on Computer Vision, Aug 2020, Glasgow / Virtual, United Kingdom. pp.769-786, ⟨10.1007/978-3-030-58607-2_45⟩
Communication dans un congrès hal-02513241v3
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BlitzNet: A Real-Time Deep Network for Scene Understanding

 Nikita Dvornik , Konstantin Shmelkov , Julien Mairal , Cordelia Schmid
ICCV 2017 - International Conference on Computer Vision, Oct 2017, Venise, Italy. pp.4174-4182, ⟨10.1109/ICCV.2017.447⟩
Communication dans un congrès hal-01573361v1
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