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2020 – today
- 2023
[j3]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:
A Lightweight Remote Sensing Payload for Wildfire Detection and Fire Radiative Power Measurements. Sensors 23(7): 3514 (2023)- 2022
- [c11]Bojian Zheng, Ziheng Jiang, Cody Hao Yu, Haichen Shen, Joshua Fromm, Yizhi Liu, Yida Wang, Luis Ceze, Tianqi Chen, Gennady Pekhimenko:
DietCode: Automatic Optimization for Dynamic Tensor Programs. MLSys 2022 - 2021
- [j2]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): 25:1-25:20 (2021) - [c10]Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff:
MetaPhys: few-shot adaptation for non-contact physiological measurement. CHIL 2021: 154-163 - [i6]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 abs/2101.07996 (2021) - [i5]Ziheng Jiang, Animesh Jain, Andrew Liu, Josh Fromm, Chengqian Ma, Tianqi Chen, Luis Ceze:
Automated Backend-Aware Post-Training Quantization. CoRR abs/2103.14949 (2021) - 2020
- [c9]Joshua Fromm, Meghan Cowan, Matthai Philipose, Luis Ceze, Shwetak N. Patel:
Riptide: Fast End-to-End Binarized Neural Networks. MLSys 2020 - [c8]Xin Liu, Josh Fromm, Shwetak N. Patel, Daniel McDuff:
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement. NeurIPS 2020 - [i4]Xin Liu, Josh Fromm, Shwetak N. Patel, Daniel McDuff:
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement. CoRR abs/2006.03790 (2020) - [i3]Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff:
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement. CoRR abs/2010.01773 (2020)
2010 – 2019
- 2019
- [j1]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): 8-16 (2019) - 2018
- [c7]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: 2236-2240 - [c6]Farshid Salemi Parizi, Josh Fromm, Shantanu Deshpande, Shwetak N. Patel:
RoyalFlush: non-invasive water level monitor to prevent toilet overflows. IOT 2018: 10:1-10:8 - [c5]Joshua Fromm, Shwetak N. Patel, Matthai Philipose:
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks. NeurIPS 2018: 4010-4019 - [i2]Josh Fromm, Shwetak N. Patel, Matthai Philipose:
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks. CoRR abs/1805.10368 (2018) - 2017
- [i1]Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar:
Precision Scaling of Neural Networks for Efficient Audio Processing. CoRR abs/1712.01340 (2017) - 2016
- [c4]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: 5675-5685 - [c3]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: 5885-5896 - [c2]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: 41-48 - 2013
- [c1]Michael T. Wolf, Christopher Assad, Matthew T. Vernacchia, Joshua Fromm, Henna L. Jethani:
Gesture-based robot control with variable autonomy from the JPL BioSleeve. ICRA 2013: 1160-1165
Coauthor Index
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