Robust state and protection-level estimation within tightly coupled GNSS/INS navigation system S Liu, K Wang, D Abel Gps Solutions 27 (3), 111, 2023 | 17* | 2023 |
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks K Wang, K Shariatmadar, SK Manchingal, F Cuzzolin, D Moens, H Hallez Neural Networks, 107198, 2025 | 10 | 2025 |
Random-Set Neural Networks S Kudukkil Manchingal, M Mubashar, K Wang, K Shariatmadar, ... The Thirteenth International Conference on Learning Representations (ICLR). 2025, 2025 | 7* | 2025 |
Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification K Wang, F Cuzzolin, K Shariatmadar, D Moens, H Hallez The Thirteenth International Conference on Learning Representations (ICLR). 2025, 2025 | 3* | 2025 |
An introduction to optimization under uncertainty--A short survey K Shariatmadar, K Wang, CR Hubbard, H Hallez, D Moens arXiv preprint arXiv:2212.00862, 2022 | 3 | 2022 |
A Unified Evaluation Framework for Epistemic Predictions SK Manchingal, M Mubashar, K Wang, F Cuzzolin arXiv preprint arXiv:2501.16912, 2025 | | 2025 |
Credal Deep Ensembles for Uncertainty Quantification K Wang, F Cuzzolin, SK Manchingal, K Shariatmadar, D Moens, H Hallez The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | | 2024 |
Navigating the Waters of Object Detection: Evaluating the Robustness of Real-time Object Detection Models for Autonomous Surface Vehicles Y Wang, K Wang, Z Zhang, J Boydens, D Pissoort, M Verbeke 2024 IEEE Conference on Artificial Intelligence (CAI), 985-992, 2024 | | 2024 |