Andrew Howard
Google (United States)
2 papers in the Anchorcite directory, published between 2018 and 2019, cited 36,384 times in total.
Research topics
- Advanced Neural Network Applications · 2 papers
- Anomaly Detection Techniques and Applications · 1 paper
- Adversarial Robustness in Machine Learning · 1 paper
- Video Surveillance and Tracking Methods · 1 paper
- IoT Networks and Protocols · 1 paper
Frequent co-authors
- Mark Sandler · 2 papers
- Liang-Chieh Chen · 2 papers
- Menglong Zhu · 1 paper
- Andrey Zhmoginov · 1 paper
- Bo Chen · 1 paper
- Weijun Wang · 1 paper
- Mingxing Tan · 1 paper
- Grace Chu · 1 paper
Papers
- MobileNetV2: Inverted Residuals and Linear Bottlenecks2018 · 26,887 citations
In this paper we describe a new mobile architecture, MobileNetV2, that improves the state of the art performance of mobile models on multiple tasks and benchmarks as well as across a spectrum of different model sizes. We also describe efficient…
- Searching for MobileNetV32019 · 9,497 citations
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 phone CPUs through a combination of hardware-aware network architecture search (NAS) complemented by…
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