Alexandre Briot
Valeo (France)(FR)
Publications by Year
Research Areas
Advanced Neural Network Applications, Anomaly Detection Techniques and Applications, Adversarial Robustness in Machine Learning, BIM and Construction Integration, Industrial Vision Systems and Defect Detection
Most-Cited Works
- → Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation(2021)42 cited
- → Analysis of Efficient CNN Design Techniques for Semantic Segmentation(2018)34 cited
- → Learning Uncertainty For Safety-Oriented Semantic Segmentation In\n Autonomous Driving(2021)12 cited
- → Instance-Aware Observer Network for Out-of-Distribution Object Segmentation(2022)1 cited
- → Learning Uncertainty for Safety-Oriented Semantic Segmentation in Autonomous Driving(2021)1 cited
- → Defect Prediction on Production Line(2021)1 cited
- → Beyond Academic Benchmarks: Critical Analysis and Best Practices for Visual Industrial Anomaly Detection(2025)
- Engineering and Acoustic Design Experts(2015)
- Expertises en ingénierie et design acoustique(2015)