A. Halin, J. G. Verly, and M. Van Droogenbroeck. Survey and synthesis of state of the art in driver monitoring. Sensors, 21(16), pages 1–48. August 2021. URL: https://doi.org/10.3390/s21165558
A. Halin, M. Van Droogenbroeck, and C. Devue. Effects of Cognitive Distraction and Driving Environment Complexity on Adaptive Cruise Control Use and Its Impact on Driving Performance: A Simulator Study. In: International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI). September 2025. URL: https://hdl.handle.net/2268/335274
A. Halin, A. Deliège, C. Devue, and M. Van Droogenbroeck. Gaze-Based Indicators of Driver Cognitive Distraction: Effects of Different Traffic Conditions and Adaptive Cruise Control Use. In: Adjunct Proceedings of the International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI). September 2025. URL: https://hdl.handle.net/2268/335280
A. Halin, M. Van Droogenbroeck, and C. Devue. Are Electrodermal Activity-Based Indicators of Driver Cognitive Distraction Robust to Varying Traffic Conditions and Adaptive Cruise Control Use?. In: Adjunct Proceedings of the International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI). September 2025. URL: https://hdl.handle.net/2268/335281
A. Halin, C. Devue, and M. Van Droogenbroeck. DEV: A Driver-Environment-Vehicle Closed-Loop Framework for Risk-Aware Adaptive Automation of Driving. In: Adjunct Proceedings of the International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI). September 2025. URL: https://hdl.handle.net/2268/335282
S. Piérard, A. Halin, A. Cioppa, A. Deliège, and M. Van Droogenbroeck. Foundations of the theory of performance-based ranking. In: IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR). June 2025. URL: https://hdl.handle.net/2268/325534
S. Piérard, A. Deliège, A. Halin, and M. Van Droogenbroeck. A Methodology to Evaluate Strategies Predicting Rankings on Unseen Domains. In: IEEE International Conference on Multimedia and Expo Workshops (ICMEW). June 2025. URL: https://hdl.handle.net/2268/332007
A. Halin*, S. Piérard*, R. Vandeghen, B. Gérin, M. Zanella, M. Colot, J. Held, A. Cioppa, E. Jean, G. Bontempi, S. Mahmoudi, B. Macq, and M. Van Droogenbroeck. Physically Interpretable Probabilistic Domain Characterization. In: Asian Conference on Computer Vision Workshops (ACCVW). December 2024. URL: https://doi.org/10.1007/978-981-96-2641-0_2
B. Gérin*, A. Halin*, A. Cioppa*, M. Henry, B. Ghanem, B. Macq, C. De Vleeschouwer, and M. Van Droogenbroeck. Multi-stream cellular test-time adaptation of real-time models evolving in dynamic environments. In: IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). June 2024. URL: https://doi.org/10.1109/CVPRW63382.2024.00450
J. Houyon*, A. Cioppa*, Y. Ghunaim, M. Alfarra, A. Halin, M. Henry, B. Ghanem, and M. Van Droogenbroeck. Online Distillation with Continual Learning for Cyclic Domain Shifts. In: IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). June 2023. URL: https://doi.org/10.1109/cvprw59228.2023.00242
S. Piérard, A. Cioppa, A. Halin, R. Vandeghen, M. Zanella, B. Macq, S. Mahmoudi, and M. Van Droogenbroeck. Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance. In: IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW). January 2023. URL: https://doi.org/10.1109/wacvw58289.2023.00007
S. Piérard, A. Halin, A. Cioppa, A. Deliège, and M. Van Droogenbroeck. The Tile: A 2D map of ranking scores for two-class classification. 2024. URL: https://doi.org/10.48550/arXiv.2412.04309
A. Halin*, S. Piérard*, A. Cioppa, and M. Van Droogenbroeck. A hitchhiker’s guide to understanding performances of two-class classifiers. 2024. URL: https://doi.org/10.48550/arXiv.2412.04377
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*Equal contributions