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05/16/2023
Adapting Sentence Transformers for the Aviation Domain
Learning effective sentence representations is crucial for many Natural ...
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02/28/2023
Remote Sensing Scene Classification with Masked Image Modeling (MIM)
Remote sensing scene classification has been extensively studied for its...
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01/28/2023
Aerial Image Object Detection With Vision Transformer Detector (ViTDet)
The past few years have seen an increased interest in aerial image objec...
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11/04/2021
Flight Demand Forecasting with Transformers
Transformers have become the de-facto standard in the natural language p...
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11/04/2021
Multi-Airport Delay Prediction with Transformers
Airport performance prediction with a reasonable look-ahead time is a ch...
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03/03/2021
Helicopter Track Identification with Autoencoder
Computing power, big data, and advancement of algorithms have led to a r...
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11/06/2020
Deep Learning for Flight Demand and Delays Forecasting
The last few years have seen an increased interest in deep learning (DL)...
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11/03/2020
Autoencoding Features for Aviation Machine Learning Problems
The current practice of manually processing features for high-dimensiona...
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08/31/2010