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Before, he worked on Caffe at Berkeley and did research on using deep learning for object detection.
This paper presents a study on using deep learning for the modelling of a post-combustion CO2 capture process.
This paper provides a complete methodology, using deep learning, for automatically evaluating the usability heuristics of thermostats.
But using deep learning for motor tasks is a far more challenging prospect.
"We are using deep learning for more of an end-to-end approach.
Their work ranges from using deep learning for visual scene understanding to autonomous decision-making in uncertain environments.
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I will also talk about how we can use deep learning for vulnerability detection in embedded systems.
Like Nvidia's system, Drive.ai uses deep learning for more elements of automated driving, including image recognition and elements of motion planning and control.
For example, Google uses deep learning for voice recognition on Android phones, while Facebook uses the technology to identify friends in users' photographs (see "Facebook Creates Software That Matches Faces Almost as Well as You Do").
"We use deep learning for better understanding your digital footprint of your own voice," he notes.
Google first used deep learning for image recognition and now is able to use it for image enhancement.
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