AH

Andrew Howard

cs.CVcs.LGcs.AIstat.MLcs.PFeess.IV

On Valency

published · living versions

MobileNetV2: Inverted Residuals and Linear Bottlenecks

with Mark Sandler, Menglong Zhu, Andrey Zhmoginov, Liang-Chieh Chen

1 version

W_32x3r2a2v1 · current

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

W_gwc7ndn7v1

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

W_4knzq8nev1

Preprints & journals

24 papers in the corpus · 2012–2024

PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks

Marina Neseem, Conor McCullough, Randy Hsin et al.

7 citations

2404.00103v12024arXiv

ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation

Shuyang Sun, Weijun Wang, Qihang Yu et al.

6 citations

2306.17319v12023arXiv

On Label Granularity and Object Localization

Elijah Cole, Kimberly Wilber, Grant Van Horn et al.

14 citations

2207.10225v12022arXiv

Bridging the Gap Between Object Detection and User Intent via Query-Modulation

Marco Fornoni, Chaochao Yan, Liangchen Luo et al.

1 citation

2106.10258v22021arXiv

BasisNet: Two-stage Model Synthesis for Efficient Inference

Mingda Zhang, Chun-Te Chu, Andrey Zhmoginov et al.

6 citations

2105.03014v12021arXiv

SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection

Keren Ye, Adriana Kovashka, Mark Sandler et al.

5 citations

2101.01260v12021arXiv

Large-Scale Generative Data-Free Distillation

Liangchen Luo, Mark Sandler, Zi Lin et al.

29 citations

2012.05578v12020arXiv

Multi-path Neural Networks for On-device Multi-domain Visual Classification

Qifei Wang, Junjie Ke, Joshua Greaves et al.

4 citations

2010.04904v22020arXiv

Discovering Multi-Hardware Mobile Models via Architecture Search

Grace Chu, Okan Arikan, Gabriel Bender et al.

19 citations

2008.08178v22020arXiv

Non-discriminative data or weak model? On the relative importance of data and model resolution

Mark Sandler, Jonathan Baccash, Andrey Zhmoginov et al.

33 citations

1909.03205v22019arXiv

Visual Wake Words Dataset

Aakanksha Chowdhery, Pete Warden, Jonathon Shlens et al.

89 citations

1906.05721v12019arXiv

Geo-Aware Networks for Fine-Grained Recognition

Grace Chu, Brian Potetz, Weijun Wang et al.

76 citations

1906.01737v22019arXiv

Searching for MobileNetV3

Andrew Howard, Mark Sandler, Grace Chu et al.

9,605 citations

1905.02244v52019arXiv

Low-Power Computer Vision: Status, Challenges, Opportunities

Sergei Alyamkin, Matthew Ardi, Alexander C. Berg et al.

5 citations

1904.07714v12019arXiv

K for the Price of 1: Parameter-efficient Multi-task and Transfer Learning

Pramod Kaushik Mudrakarta, Mark Sandler, Andrey Zhmoginov et al.

39 citations

1810.10703v22018arXiv

MnasNet: Platform-Aware Neural Architecture Search for Mobile

Mingxing Tan, Bo Chen, Ruoming Pang et al.

3,412 citations

1807.11626v32018CVPR 2019

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning

Yin Cui, Yang Song, Chen Sun et al.

522 citations

1806.06193v12018arXiv

NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications

Tien-Ju Yang, Andrew Howard, Bo Chen et al.

572 citations

1804.03230v22018arXiv

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

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

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

19,009 citations

1704.04861v12017arXiv

The Unreasonable Effectiveness of Noisy Data for Fine-Grained Recognition

Jonathan Krause, Benjamin Sapp, Andrew Howard et al.

310 citations

1511.06789v32015arXiv

Some Improvements on Deep Convolutional Neural Network Based Image Classification

Andrew G. Howard

356 citations

1312.5402v12013arXiv

Dynamical Systems Trees

Andrew Howard, Tony S. Jebara

22 citations

1207.4148v12012arXiv

Career total: 32 works. 24 are in this corpus.

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32

works

68.3K

citations

20

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