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
A. Zakharova, T. Bouwmans, A. Cioppa, A. Deliège, A. Greco, A. Halin, K. Jeziorek, M. Kapoor, T. Kryjak, I. Osman, S. Piérard, C. Sansone, M. Shehata, R. Vandeghen, M. Van Droogenbroeck, and B. Vento. Event Detection in Videos: A Framework for the Development of New Methods. 2026. URL: https://doi.org/10.48550/arXiv.2607.04372
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
A. Halin. Understanding the Interplay Between the Driver, the Vehicle, and the Environment for Adapting Driving Automation. 2026. URL: https://hdl.handle.net/2268/337877
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*Equal contributions