Pérez, Patrick

Explainability of Deep Vision-Based Autonomous Driving Systems: Review and Challenges

Zablocki, É., Ben-Younes, H., Pérez, P., & Cord, M. (2022) · International Journal of Computer Vision

Explainable Artificial Intelligence (XAI)Autonomous Vehicle Technology and Safety

Cited by 227

Explainability of deep vision-based autonomous driving systems: Review and challenges

Zablocki, É., Ben-Younes, H., Pérez, P., & Cord, M. (2021) · arXiv

Explainable Artificial Intelligence (XAI)Autonomous Vehicle Technology and Safety

Cited by 227

Addressing Failure Prediction by Learning Model Confidence

Corbière, C., Thome, N., Bar-Hen, A., Cord, M., & Pérez, P. (2019) · arXiv

Adversarial Robustness in Machine LearningAdvanced Neural Network Applications

Cited by 211

Compact Video Description for Copy Detection with Precise Temporal Alignment

Douze, M., Jégou, H., Schmid, C., & Pérez, P. (2010) · Lecture Notes in Computer Science

Video Analysis and SummarizationAdvanced Image and Video Retrieval Techniques

Cited by 53