Josh Fromm

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 15

Top Topics

Single Image Super Resolution

Voice Activity Detection

Top Venues

Publications

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)