1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2024★ 1 cited
Uncertainty-Aware Out-of-Distribution Detection with Gaussian Processes
Yang Chen, Chih-Li Sung, Arpan Kusari +2
Deep neural networks (DNNs) are often constructed under the closed-world assumption, which may fail to generalize to the out-of-distribution (OOD) data. This leads to DNNs producin…
stat.ML2023
Automatic Identification of Driving Maneuver Patterns using a Robust Hidden Semi-Markov Models
Matthew Aguirre, Wenbo Sun, Jionghua +2
There is an increase in interest to model driving maneuver patterns via the automatic unsupervised clustering of naturalistic sequential kinematic driving data. The patterns learne…