4 citations · 6 across the 2 of their papers we have counts for
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cs.CV2017
Incremental Learning of Object Detectors without Catastrophic Forgetting
Konstantin Shmelkov, Cordelia Schmid, Karteek Alahari
Despite their success for object detection, convolutional neural networks are ill-equipped for incremental learning, i.e., adapting the original model trained on a set of classes t…
cs.CV2017
BlitzNet: A Real-Time Deep Network for Scene Understanding
Nikita Dvornik, Konstantin Shmelkov, Julien Mairal +1
Real-time scene understanding has become crucial in many applications such as autonomous driving. In this paper, we propose a deep architecture, called BlitzNet, that jointly perfo…