Andrew Howard

California Institute of Technology — United States

Computer Science · Physical Sciences

22h-index40.8kcitations53works1.32yr avg
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Research Topics

Advanced Neural Network Applications(33), Domain Adaptation and Few-Shot Learning(16), Advanced Image and Video Retrieval Techniques(13), Neural Networks and Applications(7), Multimodal Machine Learning Applications(6)

Publications53 total

A community driven, modular data-pipeline architecture to push EPRV into the 1 cm/s era
2024· 1 cited
PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks
2024· 3 cited
PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks
arXiv (Cornell University)·2024Open Access
ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation
arXiv (Cornell University)·2023· 7 citedOpen Access
Building Efficient Mobile Architectures
2022
On Label Granularity and Object Localization
Lecture notes in computer science·2022· 12 citedOpen Access
Bridging the Gap Between Object Detection and User Intent via Query-Modulation
arXiv (Cornell University)·2021Open Access
Discovering Multi-Hardware Mobile Models via Architecture Search
2021· 17 cited
BasisNet: Two-stage Model Synthesis for Efficient Inference
2021· 5 cited
BasisNet: Two-stage Model Synthesis for Efficient Inference
arXiv (Cornell University)·2021· 1 citedOpen Access
SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection
arXiv (Cornell University)·2021Open Access
Multi-path Neural Networks for On-device Multi-domain Visual Classification
2021· 3 cited
SpotPatch: Parameter-Efficient Transfer Learning for Mobile Object Detection
Lecture notes in computer science·2021· 1 cited
Large-Scale Generative Data-Free Distillation
arXiv (Cornell University)·2020· 28 citedOpen Access
Multi-path Neural Networks for On-device Multi-domain Visual Classification
arXiv (Cornell University)·2020· 1 citedOpen Access
Discovering Multi-Hardware Mobile Models via Architecture Search
arXiv (Cornell University)·2020· 4 citedOpen Access
The Public's Defender: Analyzing the Impact of Electing Public Defenders
SSRN Electronic Journal·2020· 1 citedOpen Access
Non-Discriminative Data or Weak Model? On the Relative Importance of Data and Model Resolution
2019· 6 citedOpen Access
Searching for MobileNetV3
2019· 430 citedOpen Access
Geo-Aware Networks for Fine-Grained Recognition
2019· 59 cited
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Frequent Co-authors

Mark Sandler(11), Andrey Zhmoginov(9), Menglong Zhu(7), Hartwig Adam(7), Tony Jebara(7), Grace Chu(7), Weijun Wang(6), Liang-Chieh Chen(5), Alec Go(4), Yang Song(4), Achille Brighton(4), Gabriel Bender(4), Marco Fornoni(4), Adriana Kovashka(4), Yin Cui(3), Serge Belongie(3), Yukun Zhu(3), Bo Chen(2), Dmitry Kalenichenko(2), Tien-Ju Yang(2)