Menglong Zhu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 27

Top Topics

Object Detection

Pose Estimation

Deformable Part Models

Alternating Minimization

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Long Teng, Wei Feng, Menglong Zhu, Xinchao Li
Unsupervised 4D Cardiac Motion Tracking with Spatiotemporal Optical Flow Networks. CoRR (2024)
Guhong Nie, Lirui Xiao, Menglong Zhu, Dongliang Chu, Yue Shen, Peng Li, Kang Yang, Li Du, Bo Chen
Binary Neural Networks as a general-propose compute paradigm for on-device computer vision. CoRR (2022)
Keren Ye, Adriana Kovashka, Mark Sandler, Menglong Zhu, Andrew Howard, Marco Fornoni
SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection. CoRR (2021)
Deng-Ping Fan, Zheng Lin, Zhao Zhang, Menglong Zhu, Ming-Ming Cheng
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks. IEEE Trans. Neural Networks Learn. Syst. 32 (5) (2021)
Keren Ye, Adriana Kovashka, Mark Sandler, Menglong Zhu, Andrew G. Howard, Marco Fornoni
SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection. ECCV Workshops (1) (2020)
Keren Ye, Adriana Kovashka, Mark Sandler, Menglong Zhu, Andrew G. Howard, Marco Fornoni
SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection. ACCV (6) (2020)
Marvin Teichmann, Andre Araujo, Menglong Zhu, Jack Sim
Detect-To-Retrieve: Efficient Regional Aggregation for Image Search. CVPR (2019)
Deng-Ping Fan, Zheng Lin, Jiaxing Zhao, Yun Liu, Zhao Zhang, Qibin Hou, Menglong Zhu, Ming-Ming Cheng
Rethinking RGB-D Salient Object Detection: Models, Datasets, and Large-Scale Benchmarks. CoRR (2019)
Mason Liu, Menglong Zhu, Marie White, Yinxiao Li, Dmitry Kalenichenko
Looking Fast and Slow: Memory-Guided Mobile Video Object Detection. CoRR (2019)
Xiaowei Zhou, Menglong Zhu, Georgios Pavlakos, Spyridon Leonardos, Konstantinos G. Derpanis, Kostas Daniilidis
MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior. IEEE Trans. Pattern Anal. Mach. Intell. 41 (4) (2019)
Marvin Teichmann, Andre Araujo, Menglong Zhu, Jack Sim
Detect-to-Retrieve: Efficient Regional Aggregation for Image Search. CoRR (2018)
Mason Liu, Menglong Zhu
Mobile Video Object Detection With Temporally-Aware Feature Maps. CVPR (2018)
Mark Sandler, Andrew G. Howard, Menglong Zhu, Andrey Zhmoginov, Liang-Chieh Chen
MobileNetV2: Inverted Residuals and Linear Bottlenecks. CVPR (2018)
Benoit Jacob, Skirmantas Kligys, Bo Chen, Menglong Zhu, Matthew Tang, Andrew G. Howard, Hartwig Adam, Dmitry Kalenichenko
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference. CVPR (2018)
Mark Sandler, Andrew G. Howard, Menglong Zhu, Andrey Zhmoginov, Liang-Chieh Chen
Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation. CoRR (2018)
Xiaowei Zhou, Menglong Zhu, Georgios Pavlakos, Spyridon Leonardos, Konstantinos G. Derpanis, Kostas Daniilidis
MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior. CoRR (2017)
Mason Liu, Menglong Zhu
Mobile Video Object Detection with Temporally-Aware Feature Maps. CoRR (2017)
Xintong Han, Zuxuan Wu, Phoenix X. Huang, Xiao Zhang, Menglong Zhu, Yuan Li, Yang Zhao, Larry S. Davis
Automatic Spatially-Aware Fashion Concept Discovery. ICCV (2017)
Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, Kevin Murphy
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors. CVPR (2017)
Xintong Han, Zuxuan Wu, Phoenix X. Huang, Xiao Zhang, Menglong Zhu, Yuan Li, Yang Zhao, Larry S. Davis
Automatic Spatially-aware Fashion Concept Discovery. CoRR (2017)
Xiaowei Zhou, Menglong Zhu, Spyridon Leonardos, Kostas Daniilidis
Sparse Representation for 3D Shape Estimation: A Convex Relaxation Approach. IEEE Trans. Pattern Anal. Mach. Intell. 39 (8) (2017)
Andrew G. Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, Hartwig Adam
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications. CoRR (2017)
Benoit Jacob, Skirmantas Kligys, Bo Chen, Menglong Zhu, Matthew Tang, Andrew G. Howard, Hartwig Adam, Dmitry Kalenichenko
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference. CoRR (2017)
Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, Kevin Murphy
Speed/accuracy trade-offs for modern convolutional object detectors. CoRR (2016)
Xiaowei Zhou, Menglong Zhu, Spyridon Leonardos, Konstantinos G. Derpanis, Kostas Daniilidis
Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video. CVPR (2016)
Nikolay Atanasov, Menglong Zhu, Kostas Daniilidis, George J. Pappas
Localization from semantic observations via the matrix permanent. Int. J. Robotics Res. 35 (1-3) (2016)
Jean Oh, Thomas M. Howard, Matthew R. Walter, Daniel Barber, Menglong Zhu, Sangdon Park, Arne Suppé, Luis E. Navarro-Serment, Felix Duvallet, Abdeslam Boularias, Oscar J. Romero, Jerry Vinokurov, Terence Keegan, Robert Dean, Craig Lennon, Barry A. Bodt, Marshal Childers, Jianbo Shi, Kostas Daniilidis, Nicholas Roy, Christian Lebiere, Martial Hebert, Anthony Stentz
Integrated Intelligence for Human-Robot Teams. ISER (2016)
Xiaowei Zhou, Menglong Zhu, Spyridon Leonardos, Kostas Daniilidis
Sparse Representation for 3D Shape Estimation: A Convex Relaxation Approach. CoRR (2015)
Xiaowei Zhou, Menglong Zhu, Kostas Daniilidis
Multi-image Matching via Fast Alternating Minimization. ICCV (2015)
Xiaowei Zhou, Menglong Zhu, Kostas Daniilidis
Multi-Image Matching via Fast Alternating Minimization. CoRR (2015)
Xiaowei Zhou, Menglong Zhu, Spyridon Leonardos, Konstantinos G. Derpanis, Kostas Daniilidis
Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video. CoRR (2015)
Menglong Zhu, Xiaowei Zhou, Kostas Daniilidis
Single Image Pop-Up from Discriminatively Learned Parts. ICCV (2015)
Menglong Zhu, Xiaowei Zhou, Kostas Daniilidis
Pose and Shape Estimation with Discriminatively Learned Parts. CoRR (2015)
Menglong Zhu, Nikolay Atanasov, George J. Pappas, Kostas Daniilidis
Active Deformable Part Models Inference. ECCV (7) (2014)
Menglong Zhu, Nikolay Atanasov, George J. Pappas, Kostas Daniilidis
Active Deformable Part Models. CoRR (2014)
Nikolay Atanasov, Menglong Zhu, Kostas Daniilidis, George J. Pappas
Semantic Localization Via the Matrix Permanent. Robotics: Science and Systems (2014)
Menglong Zhu, Konstantinos G. Derpanis, Yinfei Yang, Samarth Brahmbhatt, Mabel M. Zhang, Cody J. Phillips, Matthieu Lecce, Kostas Daniilidis
Single image 3D object detection and pose estimation for grasping. ICRA (2014)
Weiyu Zhang, Menglong Zhu, Konstantinos G. Derpanis
From Actemes to Action: A Strongly-Supervised Representation for Detailed Action Understanding. ICCV (2013)
Menglong Zhu, Srikumar Ramalingam, Yuichi Taguchi, Tyler W. Garaas
Monocular Visual Odometry and Dense 3D Reconstruction for On-Road Vehicles. ECCV Workshops (2) (2012)