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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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Speed/accuracy trade-offs for modern convolutional object detectors


Apr 25, 2017
Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, Kevin Murphy

* Accepted to CVPR 2017 

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Sparse Representation for 3D Shape Estimation: A Convex Relaxation Approach


Jan 10, 2017
Xiaowei Zhou, Menglong Zhu, Spyridon Leonardos, Kostas Daniilidis

* IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017 
* Extended version of the paper: 3D Shape Estimation from 2D Landmarks: A Convex Relaxation Approach. X. Zhou et al., CVPR, 2015. arXiv admin note: substantial text overlap with arXiv:1411.2942 

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Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video


Apr 28, 2016
Xiaowei Zhou, Menglong Zhu, Spyridon Leonardos, Kosta Derpanis, Kostas Daniilidis

* Published in CVPR2016 

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Multi-Image Matching via Fast Alternating Minimization


Dec 02, 2015
Xiaowei Zhou, Menglong Zhu, Kostas Daniilidis

* In ICCV'2015 

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Pose and Shape Estimation with Discriminatively Learned Parts


Feb 01, 2015
Menglong Zhu, Xiaowei Zhou, Kostas Daniilidis


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Active Deformable Part Models


Apr 02, 2014
Menglong Zhu, Nikolay Atanasov, George J. Pappas, Kostas Daniilidis

* 9 pages 

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