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05/05/2023
Scope Restriction for Scalable Real-Time Railway Rescheduling: An Exploratory Study
With the aim to stimulate future research, we describe an exploratory st...
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03/14/2023
Traffic4cast at NeurIPS 2022 – Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors
The global trends of urbanization and increased personal mobility force ...
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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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11/09/2022
Profiling and Improving the PyTorch Dataloader for high-latency Storage: A Technical Report
A growing number of Machine Learning Frameworks recently made Deep Learn...
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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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12/10/2020