MZ

Menglong Zhu

0000-0003-4796-6235

cs.CVcs.LGColorstat.ML

On Valency

published · living versions

MobileNetV2: Inverted Residuals and Linear Bottlenecks

with Mark Sandler, Andrew Howard, Andrey Zhmoginov, Liang-Chieh Chen

1 version

W_32x3r2a2v1 · current

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

W_gwc7ndn7v1

Speed/accuracy trade-offs for modern convolutional object detectors

W_bbtampfmv1

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

W_4knzq8nev1

Preprints & journals

18 papers in the corpus · 2014–2024

Unsupervised 4D Cardiac Motion Tracking with Spatiotemporal Optical Flow Networks

Long Teng, Wei Feng, Menglong Zhu et al.

0 citations

2407.04663v12024arXiv

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

Guhong Nie, Lirui Xiao, Menglong Zhu et al.

3 citations

2202.03716v12022arXiv

Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks.

Fan, Deng-Ping, Lin, Zheng, Zhang, Zhao et al.

711 citations

324919862022IEEE transactions on neural networks and learning systems. 2021;32(5):2075-2089

SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection

Keren Ye, Adriana Kovashka, Mark Sandler et al.

5 citations

2101.01260v12021arXiv

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

Mason Liu, Menglong Zhu, Marie White et al.

66 citations

1903.10172v12019arXiv

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

Marvin Teichmann, Andre Araujo, Menglong Zhu et al.

122 citations

1812.01584v22018arXiv

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

Zhou, Xiaowei, Zhu, Menglong, Pavlakos, Georgios et al.

224 citations

299938012019IEEE transactions on pattern analysis and machine intelligence. 2019;41(4):901-914

MobileNetV2: Inverted Residuals and Linear Bottlenecks

Mark Sandler, Andrew Howard, Menglong Zhu et al.

28,599 citations

1801.04381v42018The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018, pp. 4510-4520

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

Benoit Jacob, Skirmantas Kligys, Bo Chen et al.

4,068 citations

1712.05877v12017arXiv

Mobile Video Object Detection with Temporally-Aware Feature Maps

Mason Liu, Menglong Zhu

193 citations

1711.06368v22017arXiv

Automatic Spatially-aware Fashion Concept Discovery

Xintong Han, Zuxuan Wu, Phoenix X. Huang et al.

224 citations

1708.01311v12017arXiv

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Andrew G. Howard, Menglong Zhu, Bo Chen et al.

19,009 citations

1704.04861v12017arXiv

Speed/accuracy trade-offs for modern convolutional object detectors

Jonathan Huang, Vivek Rathod, Chen Sun et al.

2,741 citations

1611.10012v32016arXiv

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

Xiaowei Zhou, Menglong Zhu, Leonardos, Spyridon et al.

144 citations

281133562018IEEE transactions on pattern analysis and machine intelligence. 2017;39(8):1648-1661

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

Xiaowei Zhou, Menglong Zhu, Spyridon Leonardos et al.

413 citations

1511.09439v22015arXiv

Multi-Image Matching via Fast Alternating Minimization

Xiaowei Zhou, Menglong Zhu, Kostas Daniilidis

153 citations

1505.04845v22015arXiv

Pose and Shape Estimation with Discriminatively Learned Parts

Menglong Zhu, Xiaowei Zhou, Kostas Daniilidis

2 citations

1502.00192v12015arXiv

Active Deformable Part Models

Menglong Zhu, Nikolay Atanasov, George J. Pappas et al.

1 citation

1404.0334v22014arXiv

Career total: 41 works. 18 are in this corpus.

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