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B. Priyantha

4 papers hereh-index 325.7k citations69 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • eess.SP1

identity via Semantic Scholar / OpenAlex

most citedSingle-Path NAS: Device-Aware Efficient ConvNet Design

12 citations · 19 across the 3 of their papers we have counts for

collaborators

4 papers

eess.SP2024★ 3 cited

SARLink: Satellite Backscatter Connectivity using Synthetic Aperture Radar

Geneva Ecola, Bill Yen, Ana Banzer Morgado +3

SARLink is a passive satellite backscatter communication system that uses existing spaceborne synthetic aperture radar (SAR) imaging satellites to provide connectivity in remote re…

cs.LG2019★ 4 cited

Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization

Dimitrios Stamoulis, Ruizhou Ding, Di Wang +4

Can we reduce the search cost of Neural Architecture Search (NAS) from days down to only few hours? NAS methods automate the design of Convolutional Networks (ConvNets) under hardw…

cs.LG2019★ 12 cited

Single-Path NAS: Device-Aware Efficient ConvNet Design

Dimitrios Stamoulis, Ruizhou Ding, Di Wang +4

Can we automatically design a Convolutional Network (ConvNet) with the highest image classification accuracy under the latency constraint of a mobile device? Neural Architecture Se…

cs.LG2019

Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours

Dimitrios Stamoulis, Ruizhou Ding, Di Wang +4

Can we automatically design a Convolutional Network (ConvNet) with the highest image classification accuracy under the runtime constraint of a mobile device? Neural architecture se…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.