Josh Fromm

According to our database, Josh Fromm authored at least 17 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Lightweight Remote Sensing Payload for Wildfire Detection and Fire Radiative Power Measurements.

Troy D. Thornberry, Ru-Shan Gao, Steven J. Ciciora, Laurel A. Watts, Richard J. McLaughlin, Angelina Leonardi, Karen H. Rosenlof, Brian Argrow, Jack Elston, Maciej Stachura, Joshua Fromm, W. Alan Brewer, Paul Schroeder, Michael Zucker

Sensors, April, 2023

2022

DietCode: Automatic Optimization for Dynamic Tensor Programs.

Bojian Zheng, Ziheng Jiang, Cody Hao Yu, Haichen Shen, Joshua Fromm, Yizhi Liu, Yida Wang, Luis Ceze, Tianqi Chen, Gennady Pekhimenko

Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

2021

SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices.

Xin Liu, Yuang Li, Josh Fromm, Yuntao Wang, Ziheng Jiang, Alex Mariakakis, Shwetak N. Patel

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Automated Backend-Aware Post-Training Quantization.

Ziheng Jiang, Animesh Jain, Andrew Liu, Josh Fromm, Chengqian Ma, Tianqi Chen, Luis Ceze

CoRR, 2021

MetaPhys: few-shot adaptation for non-contact physiological measurement.

Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff

Proceedings of the ACM CHIL '21: ACM Conference on Health, 2021

2020

MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement.

Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff

CoRR, 2020

Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement.

Xin Liu, Josh Fromm, Shwetak N. Patel, Daniel McDuff

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Riptide: Fast End-to-End Binarized Neural Networks.

Joshua Fromm, Meghan Cowan, Matthai Philipose, Luis Ceze, Shwetak N. Patel

Proceedings of the Third Conference on Machine Learning and Systems, 2020

2019

A Hardware-Software Blueprint for Flexible Deep Learning Specialization.

Thierry Moreau, Tianqi Chen, Luis Vega, Jared Roesch, Eddie Q. Yan, Lianmin Zheng, Josh Fromm, Ziheng Jiang, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy

IEEE Micro, 2019

2018

Heterogeneous Bitwidth Binarization in Convolutional Neural Networks.

Joshua Fromm, Shwetak N. Patel, Matthai Philipose

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

RoyalFlush: non-invasive water level monitor to prevent toilet overflows.

Farshid Salemi Parizi, Josh Fromm, Shantanu Deshpande, Shwetak N. Patel

Proceedings of the 8th International Conference on the Internet of Things, 2018

Limiting Numerical Precision of Neural Networks to Achieve Real-Time Voice Activity Detection.

Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Precision Scaling of Neural Networks for Efficient Audio Processing.

Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar

CoRR, 2017

2016

Exploring the Design Space for Energy-Harvesting Situated Displays.

Tobias Grosse-Puppendahl, Steve Hodges, Nicholas Chen, John Helmes, Stuart Taylor, James Scott, Josh Fromm, David Sweeney

Proceedings of the 29th Annual Symposium on User Interface Software and Technology, 2016

PaperID: A Technique for Drawing Functional Battery-Free Wireless Interfaces on Paper.

Hanchuan Li, Eric Brockmeyer, Elizabeth J. Carter, Josh Fromm, Scott E. Hudson, Shwetak N. Patel, Alanson P. Sample

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

SpiroCall: Measuring Lung Function over a Phone Call.

Mayank Goel, Elliot Saba, Maia Stiber, Eric Whitmire, Josh Fromm, Eric C. Larson, Gaetano Borriello, Shwetak N. Patel

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2013

Gesture-based robot control with variable autonomy from the JPL BioSleeve.

Michael T. Wolf, Christopher Assad, Matthew T. Vernacchia, Joshua Fromm, Henna L. Jethani

Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013