Josh Fromm
Josh Fromm
Head of Machine Learning at OctoML
Verified email at octoml.ai - Homepage
Title
Cited by
Cited by
Year
Gesture-based robot control with variable autonomy from the JPL BioSleeve
MT Wolf, C Assad, MT Vernacchia, J Fromm, HL Jethani
2013 IEEE International Conference on Robotics and Automation, 1160-1165, 2013
952013
Paperid: A technique for drawing functional battery-free wireless interfaces on paper
H Li, E Brockmeyer, EJ Carter, J Fromm, SE Hudson, SN Patel, A Sample
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems …, 2016
862016
Spirocall: Measuring lung function over a phone call
M Goel, E Saba, M Stiber, E Whitmire, J Fromm, EC Larson, G Borriello, ...
Proceedings of the 2016 CHI conference on human factors in computing systems …, 2016
482016
A hardware–software blueprint for flexible deep learning specialization
T Moreau, T Chen, L Vega, J Roesch, E Yan, L Zheng, J Fromm, Z Jiang, ...
IEEE Micro 39 (5), 8-16, 2019
402019
Decoding static and dynamic arm and hand gestures from the JPL BioSleeve
MT Wolf, C Assad, A Stoica, K You, H Jethani, MT Vernacchia, J Fromm, ...
2013 IEEE Aerospace Conference, 1-9, 2013
402013
Heterogeneous bitwidth binarization in convolutional neural networks
J Fromm, S Patel, M Philipose
arXiv preprint arXiv:1805.10368, 2018
312018
Exploring the design space for energy-harvesting situated displays
T Grosse-Puppendahl, S Hodges, N Chen, J Helmes, S Taylor, J Scott, ...
Proceedings of the 29th Annual Symposium on User Interface Software and …, 2016
212016
Precision scaling of neural networks for efficient audio processing
JH Ko, J Fromm, M Philipose, I Tashev, S Zarar
arXiv preprint arXiv:1712.01340, 2017
132017
Riptide: Fast End-to-End Binarized Neural Networks.
J Fromm, M Cowan, M Philipose, L Ceze, SN Patel
MLSys, 2020
122020
Plink: Discovering and exploiting locality for accelerated distributed training on the public cloud
L Luo, P West, J Nelson, A Krishnamurthy, L Ceze
Proceedings of Machine Learning and Systems 2, 82-97, 2020
8*2020
Limiting numerical precision of neural networks to achieve real-time voice activity detection
JH Ko, J Fromm, M Philipose, I Tashev, S Zarar
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
82018
Multi-task temporal shift attention networks for on-device contactless vitals measurement
X Liu, J Fromm, S Patel, D McDuff
arXiv preprint arXiv:2006.03790, 2020
72020
Systems and methods for enabling user interactions with wireless tags
H Li, J Fromm, S Hudson, E Brockmeyer, E Carter, S Patel, A Sample
US Patent 10,013,589, 2018
52018
Sensor devices and systems for powering same including examples of body-area networks powered by near-field communication devices
J Fromm, SN Patel, MS Reynolds
US Patent App. 15/343,001, 2017
42017
Dual display device
JFM Helmes, J Scott, SE Hodges, U Konttori, NYC Chen, SA Taylor, ...
US Patent App. 14/863,031, 2017
42017
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices
X Liu, Y Li, J Fromm, Y Wang, Z Jiang, A Mariakakis, S Patel
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021
22021
Systems and methods for enabling user interactions with wireless tags
H Li, J Fromm, S Hudson, E Brockmeyer, E Carter, S Patel, A Sample
US Patent 10,360,420, 2019
22019
MetaPhys: few-shot adaptation for non-contact physiological measurement
X Liu, Z Jiang, J Fromm, X Xu, S Patel, D McDuff
Proceedings of the Conference on Health, Inference, and Learning, 154-163, 2021
12021
RoyalFlush: non-invasive water level monitor to prevent toilet overflows
FS Parizi, J Fromm, S Deshpande, S Patel
Proceedings of the 8th International Conference on the Internet of Things, 1-8, 2018
12018
Automated Backend-Aware Post-Training Quantization
Z Jiang, A Jain, A Liu, J Fromm, C Ma, T Chen, L Ceze
arXiv preprint arXiv:2103.14949, 2021
2021
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