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Using Machine Learning to Identify High Impact Incidents in Automatic Incident Detection (AID) System Generated Alarms
(Georgia Institute of Technology, 2020-01)
Video-based Automatic Incident Detection (AID) technologies have been used in the past by Traffic Management Agencies to aid Incident Management. While significant improvements in video quality and computing resources have ...
Are You Going to Have Heart Failure Soon?
(Georgia Institute of Technology, 2020-01)
Soft Sternal Patch to Detect Sleep Stages and Sleep Apnea
(Georgia Institute of Technology, 2022-01-27)
Obstructive sleep apnea (OSA) affects over 900 million adults globally, and around eighty percent of cases remain undiagnosed. This critical failure leaves millions of people at an increased risk for serious health ...
Recurrent Localization Networks applied to the Lippmann-Schwinger Equation
(Georgia Institute of Technology, 2022-01-27)
The process of discovering and designing new materials is very costly, both in terms of time and human effort. One of the most expensive parts is experimentation — before a new material can be trusted, it must first be ...
KnowledgeVIS: Visualizing what Language Models have Learned
(Georgia Institute of Technology, 2023-02-01)
Language models such as BERT and ChatGPT are rapidly growing in popularity because of their ability to help people answer questions, generate essays, and more. Yet how and why these deep learning models work is hard to ...