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07/19/2022
Expert-LaSTS: Expert-Knowledge Guided Latent Space for Traffic Scenarios
Clustering traffic scenarios and detecting novel scenario types are requ...
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07/18/2022
ExAgt: Expert-guided Augmentation for Representation Learning of Traffic Scenarios
Representation learning in recent years has been addressed with self-sup...
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05/17/2021
Traffic Scenario Clustering by Iterative Optimisation of Self-Supervised Networks Using a Random Forest Activation Pattern Similarity
Traffic scenario categorisation is an essential component of automated d...
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05/17/2021
Open-set Recognition based on the Combination of Deep Learning and Ensemble Method for Detecting Unknown Traffic Scenarios
An understanding and classification of driving scenarios are important f...
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05/05/2021