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MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices

Dec 02, 2019
Bo Chen, Golnaz Ghiasi, Hanxiao Liu, Tsung-Yi Lin, Dmitry Kalenichenko, Hartwig Adams, Quoc V. Le

* 10 pages, 7 figures 

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

Mar 25, 2019
Mason Liu, Menglong Zhu, Marie White, Yinxiao Li, Dmitry Kalenichenko


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

Dec 15, 2017
Benoit Jacob, Skirmantas Kligys, Bo Chen, Menglong Zhu, Matthew Tang, Andrew Howard, Hartwig Adam, Dmitry Kalenichenko

* 14 pages, 12 figures 

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FaceNet: A Unified Embedding for Face Recognition and Clustering

Jun 17, 2015
Florian Schroff, Dmitry Kalenichenko, James Philbin

* Also published, in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2015 

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