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PhD student
Member THOTH Team, INRIA Rhone-Alpes, Grenoble, France

INRIA Rhone-Alpes
655 Avenue de l'Europe
38330 Montbonnot
France
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firstname.lastname@inria.fr

I am currently a PhD student under Dr. Cordelia Schmid's supervision. I'm studying applications of memory-augmented networks in computer vision and ways to mitigate catastrophic forgetting in various scenarios (for example, object detection).


Software and data


Publications

Publications HAL de shmelkov de cordelia,schmid;nikita,dvornik;matthijs,douze;zaid,harchaoui;thomas,mensink;remi,ronfard;laurent,zwald;frederic,jurie;roger,mohr du labo/EPI 2398;44942
titre
Adaptive Density Estimation for Generative Models
auteur
Thomas Lucas, Konstantin Shmelkov, Cordelia Schmid, Karteek Alahari, Jakob Verbeek
article
NeurIPS 2019 - Thirty-third Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada. pp.11993-12003
Accès au texte intégral et bibtex
https://hal.science/hal-01886285/file/main.pdf BibTex
titre
How good is my GAN?
auteur
Konstantin Shmelkov, Cordelia Schmid, Karteek Alahari
article
ECCV 2018 - European Conference on Computer Vision, Sep 2018, Munich, Germany. pp.218-234, ⟨10.1007/978-3-030-01216-8_14⟩
Accès au texte intégral et bibtex
https://inria.hal.science/hal-01850447/file/ganeval.pdf BibTex
titre
BlitzNet: A Real-Time Deep Network for Scene Understanding
auteur
Nikita Dvornik, Konstantin Shmelkov, Julien Mairal, Cordelia Schmid
article
ICCV 2017 - International Conference on Computer Vision, Oct 2017, Venise, Italy. pp.4174-4182, ⟨10.1109/ICCV.2017.447⟩
Accès au texte intégral et bibtex
https://hal.science/hal-01573361/file/egpaper_final.pdf BibTex
titre
Incremental Learning of Object Detectors without Catastrophic Forgetting
auteur
Konstantin Shmelkov, Cordelia Schmid, Karteek Alahari
article
ICCV - IEEE International Conference on Computer Vision, Oct 2017, Venice, Italy. pp.3420-3429, ⟨10.1109/ICCV.2017.368⟩
Accès au texte intégral et bibtex
https://inria.hal.science/hal-01573623/file/1369.pdf BibTex