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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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06/01/2022
Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection
This study introduces Landslide4Sense, a reference benchmark for landsli...
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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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10/21/2021
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
Contrastive learning with the InfoNCE objective is exceptionally success...
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10/13/2020
Cross-Domain Few-Shot Learning by Representation Fusion
In order to quickly adapt to new data, few-shot learning aims at learnin...
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07/16/2020