51 citations · 96 across the 5 of their papers we have counts for
5 papers
POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging
Shishir G. Patil, Paras Jain, Prabal Dutta +2
Fine-tuning models on edge devices like mobile phones would enable privacy-preserving personalization over sensitive data. However, edge training has historically been limited to r…
CoVista: A Unified View on Privacy Sensitive Mobile Contact Tracing Effort
David Culler, Prabal Dutta, Gabe Fierro +6
Governments around the world have become increasingly frustrated with tech giants dictating public health policy. The software created by Apple and Google enables individuals to tr…
The Signpost Platform for City-Scale Sensing
Joshua Adkins, Branden Ghena, Neal Jackson +4
City-scale sensing holds the promise of enabling a deeper understanding of our urban environments. However, a city-scale deployment requires physical installation, power management…
Slocalization: Sub-μW Ultra Wideband Backscatter Localization
Pat Pannuto, Benjamin Kempke, Prabal Dutta
Ultra wideband technology has shown great promise for providing high-quality location estimation, even in complex indoor multipath environments, but existing ultra wideband systems…
New Directions: Wireless Robotic Materials
Nikolaus Correll, Prabal Dutta, Richard Han +1
We describe opportunities and challenges with wireless robotic materials. Robotic materials are multi-functional composites that tightly integrate sensing, actuation, computation a…