User profiles for Andrew Howard

Andrew Howard

- Verified email at google.com - Cited by 66070

Andrew W. Howard

- Verified email at caltech.edu - Cited by 40642

Andrew Howard

- Verified email at iit.edu - Cited by 8646

Mobilenets: Efficient convolutional neural networks for mobile vision applications

AG Howard, M Zhu, B Chen, D Kalenichenko… - arXiv preprint arXiv …, 2017 - arxiv.org
We present a class of efficient models called MobileNets for mobile and embedded vision
applications. MobileNets are based on a streamlined architecture that uses depth-wise …

Searching for mobilenetv3

A Howard, M Sandler, G Chu… - Proceedings of the …, 2019 - openaccess.thecvf.com
We present the next generation of MobileNets based on a combination of complementary
search techniques as well as a novel architecture design. MobileNetV3 is tuned to mobile …

Selective small-molecule agonists of G protein–coupled receptor 40 promote glucose-dependent insulin secretion and reduce blood glucose in mice

…, SG Mills, NA Thornberry, L Yang, AD Howard - Diabetes, 2008 - Am Diabetes Assoc
OBJECTIVE— Acute activation of G protein–coupled receptor 40 (GPR40) by free fatty acids
(FFAs) or synthetic GPR40 agonists enhances insulin secretion. However, it is still a matter …

Planet occurrence within 0.25 AU of solar-type stars from Kepler

AW Howard, GW Marcy, ST Bryson… - The Astrophysical …, 2012 - iopscience.iop.org
We report the distribution of planets as a function of planet radius, orbital period, and stellar
effective temperature for orbital periods less than 50 days around solar-type (GK) stars. …

Mobilenetv2: Inverted residuals and linear bottlenecks

M Sandler, A Howard, M Zhu… - Proceedings of the …, 2018 - openaccess.thecvf.com
In this paper we describe a new mobile architecture, mbox {MobileNetV2}, that improves the
state of the art performance of mobile models on multiple tasks and benchmarks as well as …

A novel heterodimeric cysteine protease is required for interleukin-1βprocessing in monocytes

…, HG Bull, JR Calaycay, KT Chapman, AD Howard… - Nature, 1992 - nature.com
Interleukin-1β (IL-1β)-converting enzyme cleaves the IL-1β precursor to mature IL-1β, an
important mediator of inflammation. The identification of the enzyme as a unique cysteine …

Design and use paradigms for gazebo, an open-source multi-robot simulator

N Koenig, A Howard - … on intelligent robots and systems (IROS) …, 2004 - ieeexplore.ieee.org
Simulators have played a critical role in robotics research as tools for quick and efficient
testing of new concepts, strategies, and algorithms. To date, most simulators have been …

A receptor in pituitary and hypothalamus that functions in growth hormone release

AD Howard, SD Feighner, DF Cully, JP Arena… - Science, 1996 - science.org
Small synthetic molecules termed growth hormone secretagogues (GHSs) act on the
pituitary gland and the hypothalamus to stimulate and amplify pulsatile growth hormone (GH) …

Mnasnet: Platform-aware neural architecture search for mobile

…, V Vasudevan, M Sandler, A Howard… - Proceedings of the …, 2019 - openaccess.thecvf.com
Designing convolutional neural networks (CNN) for mobile devices is challenging because
mobile models need to be small and fast, yet still accurate. Although significant efforts have …

Quantization and training of neural networks for efficient integer-arithmetic-only inference

…, B Chen, M Zhu, M Tang, A Howard… - Proceedings of the …, 2018 - openaccess.thecvf.com
The rising popularity of intelligent mobile devices and the daunting computational cost of
deep learning-based visual recognition models call for efficient on-device inference schemes. …