Monocular Visual Odometry and Dense 3D Reconstruction for On-Road Vehicles. - Menglong Zhu; Srikumar Ramalingam; Yuichi Taguchi; Tyler W. Garaas (ECCV Workshops (2), 2012)

From Actemes to Action: A Strongly-Supervised Representation for Detailed Action Understanding. - Weiyu Zhang; Menglong Zhu; Konstantinos G. Derpanis (ICCV, 2013)

Active Deformable Part Models Inference. - Menglong Zhu; Nikolay Atanasov 001; George J. Pappas; Kostas Daniilidis (ECCV (7), 2014)

Single image 3D object detection and pose estimation for grasping. - Menglong Zhu; Konstantinos G. Derpanis; Yinfei Yang; Samarth Brahmbhatt; Mabel M. Zhang; Cody J. Phillips 001; Matthieu Lecce; Kostas Daniilidis (ICRA, 2014)

Semantic Localization Via the Matrix Permanent. - Nikolay Atanasov 001; Menglong Zhu; Kostas Daniilidis; George J. Pappas (Robotics: Science and Systems, 2014)

Active Deformable Part Models. - Menglong Zhu; Nikolay Atanasov 001; George J. Pappas; Kostas Daniilidis (CoRR, 2014)

Multi-image Matching via Fast Alternating Minimization. - Xiaowei Zhou 001; Menglong Zhu; Kostas Daniilidis (ICCV, 2015)

Single Image Pop-Up from Discriminatively Learned Parts. - Menglong Zhu; Xiaowei Zhou 001; Kostas Daniilidis (ICCV, 2015)

Pose and Shape Estimation with Discriminatively Learned Parts. - Menglong Zhu; Xiaowei Zhou 001; Kostas Daniilidis (CoRR, 2015)

Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video. - Xiaowei Zhou 001; Menglong Zhu; Spyridon Leonardos; Konstantinos G. Derpanis; Kostas Daniilidis (CVPR, 2016)

Integrated Intelligence for Human-Robot Teams. - Jean Oh; Thomas M. Howard; Matthew R. Walter; Daniel Barber; Menglong Zhu; Sangdon Park 001; Arne Suppé; Luis E. Navarro-Serment; Felix Duvallet; Abdeslam Boularias; Oscar J. Romero; Jerry Vinokurov; et al. (ISER, 2016)

Localization from semantic observations via the matrix permanent. - Nikolay Atanasov 001; Menglong Zhu; Kostas Daniilidis; George J. Pappas (Int. J. Robotics Res., 2016)

Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors. - Jonathan Huang; Vivek Rathod; Chen Sun 002; Menglong Zhu; Anoop Korattikara; Alireza Fathi; Ian Fischer; Zbigniew Wojna; Yang Song 009; Sergio Guadarrama; Kevin Murphy 002 (CVPR, 2017)

Automatic Spatially-Aware Fashion Concept Discovery. - Xintong Han; Zuxuan Wu; Phoenix X. Huang; Xiao Zhang; Menglong Zhu; Yuan Li; Yang Zhao; Larry S. Davis (ICCV, 2017)

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications. - Andrew G. Howard; Menglong Zhu; Bo Chen 019; Dmitry Kalenichenko; Weijun Wang; Tobias Weyand; Marco Andreetto; Hartwig Adam (CoRR, 2017)

Sparse Representation for 3D Shape Estimation: A Convex Relaxation Approach. - Xiaowei Zhou 001; Menglong Zhu; Spyridon Leonardos; Kostas Daniilidis (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference. - Benoit Jacob; Skirmantas Kligys; Bo Chen 019; Menglong Zhu; Matthew Tang; Andrew G. Howard; Hartwig Adam; Dmitry Kalenichenko (CVPR, 2018)

Mobile Video Object Detection With Temporally-Aware Feature Maps. - Mason Liu; Menglong Zhu (CVPR, 2018)

MobileNetV2: Inverted Residuals and Linear Bottlenecks. - Mark Sandler 002; Andrew G. Howard; Menglong Zhu; Andrey Zhmoginov; Liang-Chieh Chen (CVPR, 2018)

Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation. - Mark Sandler 002; Andrew G. Howard; Menglong Zhu; Andrey Zhmoginov; Liang-Chieh Chen (CoRR, 2018)

Detect-To-Retrieve: Efficient Regional Aggregation for Image Search. - Marvin Teichmann; André Araújo 001; Menglong Zhu; Jack Sim (CVPR, 2019)

Looking Fast and Slow: Memory-Guided Mobile Video Object Detection. - Mason Liu; Menglong Zhu; Marie White; Yinxiao Li; Dmitry Kalenichenko (CoRR, 2019)

Rethinking RGB-D Salient Object Detection: Models, Datasets, and Large-Scale Benchmarks. - Deng-Ping Fan; Zheng Lin 005; Jiaxing Zhao; Yun Liu 011; Zhao Zhang 018; Qibin Hou; Menglong Zhu; Ming-Ming Cheng (CoRR, 2019)

MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior. - Xiaowei Zhou 001; Menglong Zhu; Georgios Pavlakos; Spyridon Leonardos; Konstantinos G. Derpanis; Kostas Daniilidis (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection. - Keren Ye; Adriana Kovashka; Mark Sandler 002; Menglong Zhu; Andrew G. Howard; Marco Fornoni (ECCV Workshops (1), 2020)

Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks. - Deng-Ping Fan; Zheng Lin 005; Zhao Zhang 018; Menglong Zhu; Ming-Ming Cheng (IEEE Trans. Neural Networks Learn. Syst., 2021)

Binary Neural Networks as a general-propose compute paradigm for on-device computer vision. - Guhong Nie; Lirui Xiao; Menglong Zhu; Dongliang Chu; Yue Shen; Peng Li; Kang Yang; Li Du; Bo Chen 019 (CoRR, 2022)

End-to-End Unsupervised 4D Cardiac Motion Tracking With Spatiotemporal Optical Flow Networks. - Long Teng; Wei Feng 009; Menglong Zhu; Xinchao Li (IEEE Access, 2024)

Unsupervised 4D Cardiac Motion Tracking with Spatiotemporal Optical Flow Networks. - Long Teng; Wei Feng; Menglong Zhu; Xinchao Li (CoRR, 2024)