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Picture for Menglong Zhu

Menglong Zhu

DJI Innovations Inc

Binary Neural Networks as a general-propose compute paradigm for on-device computer vision


Feb 08, 2022
Guhong Nie, Lirui Xiao, Menglong Zhu, Dongliang Chu, Yue Shen, Peng Li, Kang Yang, Li Du, Bo Chen

* 13 pages, 3 figures 

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SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection


Jan 04, 2021
Keren Ye, Adriana Kovashka, Mark Sandler, Menglong Zhu, Andrew Howard, Marco Fornoni

* Accepted by the ACCV2020 (Oral) 

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Rethinking RGB-D Salient Object Detection: Models, Datasets, and Large-Scale Benchmarks


Jul 15, 2019
Deng-Ping Fan, Zheng Lin, Jia-Xing Zhao, Yun Liu, Zhao Zhang, Qibin Hou, Menglong Zhu, Ming-Ming Cheng

* 15 pages 

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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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Detect-to-Retrieve: Efficient Regional Aggregation for Image Search


Dec 04, 2018
Marvin Teichmann, Andre Araujo, Menglong Zhu, Jack Sim


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MobileNetV2: Inverted Residuals and Linear Bottlenecks


Apr 02, 2018
Mark Sandler, Andrew Howard, Menglong Zhu, Andrey Zhmoginov, Liang-Chieh Chen


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Mobile Video Object Detection with Temporally-Aware Feature Maps


Mar 28, 2018
Mason Liu, Menglong Zhu

* In CVPR 2018 

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MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior


Mar 09, 2018
Xiaowei Zhou, Menglong Zhu, Georgios Pavlakos, Spyridon Leonardos, Kostantinos G. Derpanis, Kostas Daniilidis

* Accepted by PAMI. Extended version of the following paper: Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video. X Zhou, M Zhu, S Leonardos, K Derpanis, K Daniilidis. CVPR 2016. arXiv admin note: substantial text overlap with arXiv:1511.09439 

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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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Automatic Spatially-aware Fashion Concept Discovery


Aug 03, 2017
Xintong Han, Zuxuan Wu, Phoenix X. Huang, Xiao Zhang, Menglong Zhu, Yuan Li, Yang Zhao, Larry S. Davis

* ICCV 2017 

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