Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...
Abstract: In dynamic traffic scenarios, uncertainties such as occlusions, small objects, as well as unpredictable adverse weather conditions, prevent current environment perception methods from ...
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