Josh Fromm

16 papers A* 4Misc 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
ScaleBITS: Scalable Bitwidth Search for Hardware-Aligned Mixed-Precision LLMs.
CoRR
Xinlin Li, Timothy Chou, Josh Fromm, Zichang Liu, Yunjie Pan, Christina Fragouli
2021 J jnl
Automated Backend-Aware Post-Training Quantization.
CoRR
Ziheng Jiang, Animesh Jain, Andrew Liu, Josh Fromm, Chengqian Ma, Tianqi Chen, Luis Ceze
2021 — conf
MetaPhys: few-shot adaptation for non-contact physiological measurement.
CHIL
Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff
2021 J jnl
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices.
CoRR
Xin Liu, Yuang Li, Josh Fromm, Yuntao Wang, Ziheng Jiang, Alex Mariakakis, Shwetak N. Patel
2021 J jnl
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Xin Liu, Yuang Li, Josh Fromm, Yuntao Wang, Ziheng Jiang, Alex Mariakakis, Shwetak N. Patel
2020 J jnl
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement.
CoRR
Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff
2020 A* conf
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement.
NeurIPS
Xin Liu, Josh Fromm, Shwetak N. Patel, Daniel McDuff
2020 J jnl
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement.
CoRR
Xin Liu, Josh Fromm, Shwetak N. Patel, Daniel McDuff
2019 J jnl
A Hardware-Software Blueprint for Flexible Deep Learning Specialization.
IEEE Micro
Thierry Moreau, Tianqi Chen, Luis Vega, Jared Roesch, Eddie Q. Yan, Lianmin Zheng, Josh Fromm, Ziheng Jiang, Luis Ceze, Carlos Guestrin, Arvind Krishnamurthy
2018 J jnl
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks.
CoRR
Josh Fromm, Shwetak N. Patel, Matthai Philipose
2018 Misc conf
Limiting Numerical Precision of Neural Networks to Achieve Real-Time Voice Activity Detection.
ICASSP
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
2018 — conf
RoyalFlush: non-invasive water level monitor to prevent toilet overflows.
IOT
Farshid Salemi Parizi, Josh Fromm, Shantanu Deshpande, Shwetak N. Patel
2017 J jnl
Precision Scaling of Neural Networks for Efficient Audio Processing.
CoRR
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
2016 A* conf
Exploring the Design Space for Energy-Harvesting Situated Displays.
UIST
Tobias Grosse-Puppendahl, Steve Hodges, Nicholas Chen, John Helmes, Stuart Taylor, James Scott, Josh Fromm, David Sweeney
2016 A* conf
PaperID: A Technique for Drawing Functional Battery-Free Wireless Interfaces on Paper.
CHI
Hanchuan Li, Eric Brockmeyer, Elizabeth J. Carter, Josh Fromm, Scott E. Hudson, Shwetak N. Patel, Alanson P. Sample
2016 A* conf
SpiroCall: Measuring Lung Function over a Phone Call.
CHI
Mayank Goel, Elliot Saba, Maia Stiber, Eric Whitmire, Josh Fromm, Eric C. Larson, Gaetano Borriello, Shwetak N. Patel