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08/02/2022
A Novel Transformer Network with Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting
Earth Observatory is a growing research area that can capitalize on the ...
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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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01/17/2022
SwinUNet3D – A Hierarchical Architecture for Deep Traffic Prediction using Shifted Window Transformers
Traffic forecasting is an important element of mobility management, an i...
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12/07/2020
Traffic flow prediction using Deep Sedenion Networks
In this paper, we present our solution to the Traffic4cast2020 traffic p...
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05/24/2019
