Dmitry Kalenichenko

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FaceNet: A unified embedding for face recognition and clustering

Florian Schroff, Dmitry Kalenichenko, James Philbin
IEEE Conference on Computer Vision and Pattern…
2015

Despite significant recent advances in the field of face recognition [10, 14, 15, 17], implementing face verification and recognition efficiently at scale presents serious challenges to current… (More)

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Andrew G. Howard, Menglong Zhu, +5 authors Hartwig Adam
ArXiv
2017

We present a class of efficient models called MobileNets for mobile and embedded vision applications. MobileNets are based on a streamlined architecture that uses depth-wise separable convolutions to… (More)

Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference

Benoit Jacob, Skirmantas Kligys, +5 authors Dmitry Kalenichenko
IEEE/CVF Conference on Computer Vision and…
2017

The rising popularity of intelligent mobile devices and the daunting computational cost of deep learning-based models call for efficient and accurate on-device inference schemes. We propose a… (More)

Chemoresistance of PRAME-expressing melanoma cell can be resolved with help of bortezomib

V. A. Misyurin, Dmitry Kalenichenko, +9 authors A. V. Misyurin
2019

Looking Fast and Slow: Memory-Guided Mobile Video Object Detection

Mason Liu, Menglong Zhu, Marie White, Yinxiao Li, Dmitry Kalenichenko
ArXiv
2019

With a single eye fixation lasting a fraction of a second, the human visual system is capable of forming a rich representation of a complex environment, reaching a holistic understanding which… (More)

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