| 2026 | ICPR | Unifying Runtime Monitoring Approaches for Safety-Critical Machine Learning: Application to Vision-Based Landing. | Mathieu Dario, Florent Chenevier, Kevin Delmas, Joris Gurin, Jrmie Guiochet |
| 2024 | UAI | Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network Monitoring. | Khoi Tran Dang, Kevin Delmas, Jrmie Guiochet, Joris Gurin |
| 2023 | AAAI | Out-of-Distribution Detection Is Not All You Need. | Joris Gurin, Kevin Delmas, Raul Sena Ferreira, Jrmie Guiochet |
| 2023 | ECAI | SENA: Similarity-Based Error-Checking of Neural Activations. | Raul Sena Ferreira, Joris Gurin, Jrmie Guiochet, Hlne Waeselynck |
| 2022 | ICMLA | TrADe Re-ID - Live Person Re-Identification using Tracking and Anomaly Detection. | Luigy Machaca, F. Oliver Sumari H., Jose Huaman, Esteban Clua, Joris Gurin |
| 2022 | ICRA | Evaluation of Runtime Monitoring for UAV Emergency Landing. | Joris Gurin, Kevin Delmas, Jrmie Guiochet |
| 2022 | ISSRE | Unifying Evaluation of Machine Learning Safety Monitors. | Joris Gurin, Raul Sena Ferreira, Kevin Delmas, Jrmie Guiochet |
| 2022 | PRDC | SiMOOD: Evolutionary Testing Simulation With Out-Of-Distribution Images. | Raul Sena Ferreira, Joris Gurin, Jrmie Guiochet, Hlne Waeselynck |
| 2021 | DSN | Certifying Emergency Landing for Safe Urban UAV. | Joris Gurin, Kevin Delmas, Jrmie Guiochet |
| 2020 | ICMLA | Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering. | Joris Gurin, Anne Magly de Paula Canuto, Luiz Marcos Garcia Gonalves |
| 2019 | KES | A Model Based on LSTM Neural Networks to Identify Five Different Types of Malware. | Eduardo de Oliveira Andrade, Jos Viterbo, Cristina Nader Vasconcelos, Joris Gurin, Flvia Cristina Bernardini |
| 2018 | BMVC | Improving Image Clustering With Multiple Pretrained CNN Feature Extractors. | Joris Gurin, Byron Boots |
| 2018 | IROS | Semantically Meaningful View Selection. | Joris Gurin, Olivier Gibaru, Eric Nyiri, Stphane Thiery, Byron Boots |
| 2018 | IECON | Automatic Construction of Real-World Datasets for 3D Object Localization Using Two Cameras. | Joris Gurin, Olivier Gibaru, Eric Nyiri, Stphane Thiery, Jorge Palos |
| 2016 | IECON | Learning local trajectories for high precision robotic tasks: Application to KUKA LBR iiwa Cartesian positioning. | Joris Gurin, Olivier Gibaru, Eric Nyiri, Stphane Thiery |