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08/11/2023
Uncertainty Quantification for Image-based Traffic Prediction across Cities
Despite the strong predictive performance of deep learning models for tr...
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03/25/2023
Spatially-Aware Car-Sharing Demand Prediction
In recent years, car-sharing services have emerged as viable alternative...
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02/17/2023
Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 Cities
Traffic analysis is crucial for urban operations and planning, while the...
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09/26/2022
Training Efficient Controllers via Analytic Policy Gradient
Control design for robotic systems is complex and often requires solving...
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03/31/2022
Traffic4cast at NeurIPS 2021 – Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes
The IARAI Traffic4cast competitions at NeurIPS 2019 and 2020 showed that...
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10/27/2021
Traffic Forecasting on Traffic Moving Snippets
Advances in traffic forecasting technology can greatly impact urban mobi...
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01/09/2021
An Optimization Framework for Power Infrastructure Planning
The ubiquitous expansion and transformation of the energy supply system ...
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09/13/2020
Accelerating COVID-19 Differential Diagnosis with Explainable Ultrasound Image Analysis
Controlling the COVID-19 pandemic largely hinges upon the existence of f...
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04/25/2020
POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS)
With the rapid development of COVID-19 into a global pandemic, there is ...
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03/08/2020
