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06/23/2021
Gradient-Based Interpretability Methods and Binarized Neural Networks
Binarized Neural Networks (BNNs) have the potential to revolutionize the...
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12/21/2018
Instant Automated Inference of Perceived Mental Stress through Smartphone PPG and Thermal Imaging
Background: A smartphone is a promising tool for daily cardiovascular me...
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03/06/2018
Deep Thermal Imaging: Proximate Material Type Recognition in the Wild through Deep Learning of Spatial Surface Temperature Patterns
We introduce Deep Thermal Imaging, a new approach for close-range automa...
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02/17/2018
Fusion of finite set distributions: Pointwise consistency and global cardinality
A recent trend in distributed multi-sensor fusion is to use random finit...
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10/13/2017
ThermSense: Smartphone-based Breathing Sensing Platform using Noncontact Low-Cost Thermal Camera
The ability of sensing breathing is becoming an increasingly important f...
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08/20/2017
DeepBreath: Deep Learning of Breathing Patterns for Automatic Stress Recognition using Low-Cost Thermal Imaging in Unconstrained Settings
We propose DeepBreath, a deep learning model which automatically recogni...
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05/08/2017