Analysis of Efficient CNN Design Techniques for Semantic Segmentation. - Alexandre Briot; Prashanth Viswanath; Senthil Kumar Yogamani (CVPR Workshops, 2018)

Leveraging Model Interpretability and Stability to increase Model Robustness. - Fei Wu; Thomas Michel; Alexandre Briot (CoRR, 2019)

Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation. - Victor Besnier; Andrei Bursuc; David Picard; Alexandre Briot (ICCV, 2021)

Learning Uncertainty for Safety-Oriented Semantic Segmentation in Autonomous Driving. - Victor Besnier; David Picard; Alexandre Briot (ICIP, 2021)

Defect Prediction on Production Line. - Souhaiel Khalfaoui; Eric Manouvrier; Alexandre Briot; David Delaux; Stéphane Butel; Jesutofunmi Ibrahim; Tatenda Kanyere; Bola Orimogunje; Amr Abdullatif; Daniel Neagu (UKCI, 2021)

Instance-Aware Observer Network for Out-of-Distribution Object Segmentation. - Victor Besnier; Andrei Bursuc; David Picard; Alexandre Briot (CoRR, 2022)

Beyond Academic Benchmarks: Critical Analysis and Best Practices for Visual Industrial Anomaly Detection. - Aimira Baitieva; Yacine Bouaouni; Alexandre Briot; Dick Ameln; Souhaiel Khalfaoui; Samet Akcay (CVPR Workshops, 2025)