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Josh Fromm
Publication Activity (10 Years)
Years Active: 2016-2021
Publications (10 Years): 15
Top Topics
Single Image Super Resolution
Voice Activity Detection
Design Space
Deep Learning
Top Venues
CoRR
CHI
IOT
IEEE Micro
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Publications
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Ziheng Jiang
,
Animesh Jain
,
Andrew Liu
,
Josh Fromm
,
Chengqian Ma
,
Tianqi Chen
,
Luis Ceze
Automated Backend-Aware Post-Training Quantization.
CoRR
(2021)
Xin Liu
,
Yuang Li
,
Josh Fromm
,
Yuntao Wang
,
Ziheng Jiang
,
Alex Mariakakis
,
Shwetak N. Patel
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
5 (1) (2021)
Xin Liu
,
Yuang Li
,
Josh Fromm
,
Yuntao Wang
,
Ziheng Jiang
,
Alex Mariakakis
,
Shwetak N. Patel
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices.
CoRR
(2021)
Xin Liu
,
Ziheng Jiang
,
Josh Fromm
,
Xuhai Xu
,
Shwetak N. Patel
,
Daniel J. McDuff
MetaPhys: few-shot adaptation for non-contact physiological measurement.
CHIL
(2021)
Xin Liu
,
Ziheng Jiang
,
Josh Fromm
,
Xuhai Xu
,
Shwetak N. Patel
,
Daniel J. McDuff
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement.
CoRR
(2020)
Xin Liu
,
Josh Fromm
,
Shwetak N. Patel
,
Daniel J. McDuff
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement.
CoRR
(2020)
Xin Liu
,
Josh Fromm
,
Shwetak N. Patel
,
Daniel J. McDuff
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement.
NeurIPS
(2020)
Thierry Moreau
,
Tianqi Chen
,
Luis Vega
,
Jared Roesch
,
Eddie Q. Yan
,
Lianmin Zheng
,
Josh Fromm
,
Ziheng Jiang
,
Luis Ceze
,
Carlos Guestrin
,
Arvind Krishnamurthy
A Hardware-Software Blueprint for Flexible Deep Learning Specialization.
IEEE Micro
39 (5) (2019)
Jong Hwan Ko
,
Josh Fromm
,
Matthai Philipose
,
Ivan Tashev
,
Shuayb Zarar
Limiting Numerical Precision of Neural Networks to Achieve Real-Time Voice Activity Detection.
ICASSP
(2018)
Josh Fromm
,
Shwetak N. Patel
,
Matthai Philipose
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks.
CoRR
(2018)
Farshid Salemi Parizi
,
Josh Fromm
,
Shantanu Deshpande
,
Shwetak N. Patel
RoyalFlush: non-invasive water level monitor to prevent toilet overflows.
IOT
(2018)
Jong Hwan Ko
,
Josh Fromm
,
Matthai Philipose
,
Ivan Tashev
,
Shuayb Zarar
Precision Scaling of Neural Networks for Efficient Audio Processing.
CoRR
(2017)
Mayank Goel
,
Elliot Saba
,
Maia Stiber
,
Eric Whitmire
,
Josh Fromm
,
Eric C. Larson
,
Gaetano Borriello
,
Shwetak N. Patel
SpiroCall: Measuring Lung Function over a Phone Call.
CHI
(2016)
Hanchuan Li
,
Eric Brockmeyer
,
Elizabeth J. Carter
,
Josh Fromm
,
Scott E. Hudson
,
Shwetak N. Patel
,
Alanson P. Sample
PaperID: A Technique for Drawing Functional Battery-Free Wireless Interfaces on Paper.
CHI
(2016)
Tobias Grosse-Puppendahl
,
Steve Hodges
,
Nicholas Chen
,
John Helmes
,
Stuart Taylor
,
James Scott
,
Josh Fromm
,
David Sweeney
Exploring the Design Space for Energy-Harvesting Situated Displays.
UIST
(2016)