Koen Vellenga

According to our database, Koen Vellenga authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Latent Uncertainty Representations for Video-based Driver Action and Intention Recognition.

Koen Vellenga, H. Joe Steinhauer, Jonas Andersson, Anders Sjögren

CoRR, October, 2025

Last Layer Hamiltonian Monte Carlo.

Koen Vellenga, H. Joe Steinhauer, Göran Falkman, Jonas Andersson, Anders Sjögren

CoRR, July, 2025

Designing deep neural networks for driver intention recognition.

Koen Vellenga, H. Joe Steinhauer, Alexander Karlsson, Göran Falkman, Asli Rhodin, Ashok Koppisetty

Eng. Appl. Artif. Intell., 2025

2024

Evaluation of Video Masked Autoencoders' Performance and Uncertainty Estimations for Driver Action and Intention Recognition.

Koen Vellenga, H. Joe Steinhauer, Göran Falkman, Tomas Björklund

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Surrogate Deep Learning to Estimate Uncertainties for Driver Intention Recognition.

Koen Vellenga, Alexander Karlsson, H. Joe Steinhauer, Göran Falkman, Anders Sjögren

Proceedings of the 15th International Conference on Machine Learning and Computing, 2023