Survey and Synthesis of State of the Art in Driver Monitoring. - Anaïs Halin; Jacques G. Verly; Marc Van Droogenbroeck (Sensors, 2021)

Online Distillation with Continual Learning for Cyclic Domain Shifts. - Joachim Houyon; Anthony Cioppa; Yasir Ghunaim; Motasem Alfarra; Anaïs Halin; Maxim Henry; Bernard Ghanem; Marc Van Droogenbroeck (CVPR Workshops, 2023)

Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance. - Sébastien Piérard; Anthony Cioppa; Anaïs Halin; Renaud Vandeghen; Maxime Zanella; Benoît Macq; Saïd Mahmoudi; Marc Van Droogenbroeck (WACV (Workshops), 2023)

Physically Interpretable Probabilistic Domain Characterization. - Anaïs Halin; Sébastien Piérard; Renaud Vandeghen; Benoît Gérin; Maxime Zanella; Martin Colot; Jan Held; Anthony Cioppa; Emmanuel Jean; Gianluca Bontempi; Saïd Mahmoudi; Benoît Macq; et al. (ACCV Workshops (1), 2024)

Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments. - Benoît Gérin; Anaïs Halin; Anthony Cioppa; Maxim Henry; Bernard Ghanem; Benoît Macq; Christophe De Vleeschouwer; Marc Van Droogenbroeck (CVPR Workshops, 2024)

The Tile: A 2D Map of Ranking Scores for Two-Class Classification. - Sébastien Piérard; Anaïs Halin; Anthony Cioppa; Adrien Deliège; Marc Van Droogenbroeck (CoRR, 2024)

A Hitchhiker's Guide to Understanding Performances of Two-Class Classifiers. - Anaïs Halin; Sébastien Piérard; Anthony Cioppa; Marc Van Droogenbroeck (CoRR, 2024)

Foundations of the Theory of Performance-Based Ranking. - Sébastien Piérard; Anaïs Halin; Anthony Cioppa; Adrien Deliège; Marc Van Droogenbroeck (CVPR, 2025)

A Methodology to Evaluate Strategies Predicting Rankings on Unseen Domains. - Sébastien Piérard; Adrien Deliège; Anaïs Halin; Marc Van Droogenbroeck (CoRR, 2025)

Effects of Cognitive Distraction and Driving Environment Complexity on Adaptive Cruise Control Use and Its Impact on Driving Performance: A Simulator Study. - Anaïs Halin; Marc Van Droogenbroeck; Christel Devue (CoRR, 2025)

DEV: A Driver-Environment-Vehicle Closed-Loop Framework for Risk-Aware Adaptive Automation of Driving. - Anaïs Halin; Christel Devue; Marc Van Droogenbroeck (CoRR, 2025)

Are Electrodermal Activity-Based Indicators of Driver Cognitive Distraction Robust to Varying Traffic Conditions and Adaptive Cruise Control Use? - Anaïs Halin; Marc Van Droogenbroeck; Christel Devue (CoRR, 2025)

Gaze-Based Indicators of Driver Cognitive Distraction: Effects of Different Traffic Conditions and Adaptive Cruise Control Use. - Anaïs Halin; Adrien Deliège; Christel Devue; Marc Van Droogenbroeck (CoRR, 2025)