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Career

· Software Engineering Manager, Meta

Publications (16)

Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
Neural Information Processing Systems · 2020
346
cited
A Hardware–Software Blueprint for Flexible Deep Learning Specialization
IEEE Micro · 2018
151
cited
PaperID: A Technique for Drawing Functional Battery-Free Wireless Interfaces on Paper
International Conference on Human Factors in Computing Systems · 2016
111
cited
SpiroCall: Measuring Lung Function over a Phone Call
International Conference on Human Factors in Computing Systems · 2016
75
cited
Exploring the Design Space for Energy-Harvesting Situated Displays
ACM Symposium on User Interface Software and Technology · 2016
43
cited
DietCode: Automatic Optimization for Dynamic Tensor Programs
Conference on Machine Learning and Systems · 2022
42
cited
Riptide: Fast End-to-End Binarized Neural Networks
Conference on Machine Learning and Systems · 2020
30
cited
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks
Neural Information Processing Systems · 2018
27
cited
Precision Scaling of Neural Networks for Efficient Audio Processing
arXiv.org · 2017
16
cited
Limiting Numerical Precision of Neural Networks to Achieve Real-Time Voice Activity Detection
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2018
15
cited
SplitSR
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2021
14
cited
RoyalFlush: non-invasive water level monitor to prevent toilet overflows
IoT · 2018
4
cited
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement
arXiv.org · 2020
3
cited
Automated Backend-Aware Post-Training Quantization
arXiv.org · 2021
2
cited
Precision Scaling of Neural Networks for Audio Processing
2017
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Josh Fromm | Researcher Profile | Sotabase | Sotabase