K. Shmelkov - Home

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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
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.11
Accès au texte intégral et bibtex
https://hal.archives-ouvertes.fr/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. 2017
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-01573623/file/1369.pdf BibTex