Joris Guerin

32
Documents

Publications

Publications

Deposit thumbnail

Runtime Monitoring for Safety-Critical Vision-based Runway Detection

Mathieu Dario , Florent Chenevier , Kevin Delmas , Joris Guérin , Jérémie Guiochet

ANITI Days 2026 - Poster Session, Feb 2026, Toulouse, France

Poster de conférence hal-05519080v1
Deposit thumbnail

Runtime Monitoring for AI-based Systems: An application to runway detection

Mathieu Dario , Florent Chenevier , Kevin Delmas , Joris Guérin , Jérémie Guiochet

GT IASIV -- Thematic Seminar Poster Session, Dec 2025, Gif-sur-Yvette, Supélec, Paris, France

Poster de conférence hal-05519067v1
Deposit thumbnail

Modélisation des hauteurs d’eau dans les plaines d’inondation avec les GNN

Fadil Boodoo , Carole Delenne , François Alberto , Joris Guérin , Renaud Hostache

Congrès Eau & Intelligence Artificielle 2026, Mar 2026, Grenoble, France

Communication dans un congrès hal-05507025v1
Deposit thumbnail

Leveraging Knowledge Graphs for Earth System Dataset Discovery

Vincent Armant , Felipe Vargas-Rojas , Victoria Agazzi , Jean-Christophe Desconnets , Isabelle Mougenot et al.

International Semantic Web Conference, Nov 2024, Baltimore, United States. pp.271-288, ⟨10.1007/978-3-031-77847-6_15⟩

Communication dans un congrès hal-04823866v1

Not every day is a sunny day: Synthetic cloud injection for deep land cover segmentation robustness evaluation across data sources

Sara Mobsite , Renaud Hostache , Laure Berti Equille , Emmanuel Roux , Joris Guerin

Workshop on Machine Learning for Earth Observation (MACLEAN), In Conjunction with ECML/PKDD 2025, Sep 2025, Porto (Portugal), Portugal. ⟨10.48550/ARXIV.2510.03006⟩

Communication dans un congrès hal-05529023v1
Deposit thumbnail

Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network Monitoring

Khoi Tran Dang , Kevin Delmas , Jérémie Guiochet , Joris Guérin

Uncertainty in Artificial Intelligence (UAI), PMLR, Jul 2024, Barcelone, Spain

Communication dans un congrès hal-04579393v1
Deposit thumbnail

Can Knowledge Graphs and Retrieval-Augmented Generation be combined to Explain Query/Answer Relationships Truthfully?

Vincent Armant , Amira Mouakher , Felipe Vargas-Rojas , Danai Symeonidou , Joris Guérin et al.

DAO-XAI 2024 Data meets Ontologies in Explainable AI co-located with the 27th European Conference on Artificial Intelligence (ECAI 2024), Roberto Confalonieri; Oliver Kutz; Diego Calvanese; Dagmar Gromann; Andreas Holzinger, Oct 2024, Santiago de Compostela, Spain. 7p

Communication dans un congrès hal-04874325v1
Deposit thumbnail

Out-Of-Distribution Detection Is Not All You Need

Joris Guérin , Kevin Delmas , Raul Ferreira , Jérémie Guiochet

The 37th AAAI conference on artificial intelligence (2023), Feb 2023, Washington DC, United States. pp.14829-14837, ⟨10.1609/aaai.v37i12.26732⟩

Communication dans un congrès hal-03870531v2

Combining Two Adversarial Attacks Against Person Re-Identification Systems

Eduardo Andrade , Igor Sampaio , Joris Guérin , José Viterbo

18th International Conference on Computer Vision Theory and Applications, Feb 2023, Lisbon, France. pp.437-444, ⟨10.5220/0011623800003417⟩

Communication dans un congrès hal-04381614v1
Deposit thumbnail

SENA: Similarity-based Error-checking of Neural Activations

Raul Sena Ferreira , Joris Guerin , Jeremie Guiochet , Hélène Waeselynck

27th European Conference on Artificial Intelligence - ECAI 2023, Sep 2023, Krakow, Poland

Communication dans un congrès hal-04212952v1

Benchmarking Person Re-Identification Datasets and Approaches for Practical Real-World Implementations

Jose Huaman , Felix Sumari H. , Luigy Machaca , Esteban Clua , Joris Guérin

18th International Conference on Computer Vision Theory and Applications, Feb 2023, Lisbon, Portugal. pp.495-502, ⟨10.5220/0011633800003417⟩

Communication dans un congrès hal-04381636v1
Deposit thumbnail

Unifying Evaluation of Machine Learning Safety Monitors

Joris Guérin , Raul Sena Ferreira , Kevin Delmas , Jérémie Guiochet

33rd IEEE International Symposium on Software Reliability Engineering (ISSRE 2022), Oct 2022, Charlotte, United States. ⟨10.1109/ISSRE55969.2022.00047⟩

Communication dans un congrès hal-03765273v1
Deposit thumbnail

SiMOOD: Evolutionary Testing Simulation with Out-Of-Distribution Images

Raul Sena Ferreira , Joris Guérin , Jérémie Guiochet , Hélène Waeselynck

27th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2022), Nov 2022, Beijing, China. ⟨10.1109/PRDC55274.2022.00021⟩

Communication dans un congrès hal-03779723v1
Deposit thumbnail

Evaluation of Runtime Monitoring for UAV Emergency Landing

Joris Guerin , Kevin Delmas , Jérémie Guiochet

International Conference on Robotics and Automation (ICRA), May 2022, Philadelphie, United States

Communication dans un congrès hal-03600856v1

TrADe Re-ID – Live Person Re-Identification using Tracking and Anomaly Detection

Luigy Machaca , F. Oliver Sumari H. , Jose Huaman , Esteban Clua , Joris Guerin

2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA), Dec 2022, Nassau, France. pp.449-454, ⟨10.1109/ICMLA55696.2022.00072⟩

Communication dans un congrès hal-04826818v1
Deposit thumbnail

Optimisation conjointe du contenu sémantique et du temps d'exécution pour une tâche robotisée de saisie d'objet

Frédéric Lerasle , Joris Guérin , Kimberley Gaume

Reconnaissance des Formes, Images, Apprentissage et Perception (RFIAP), Jul 2022, Vannes (Bretagne), France

Communication dans un congrès hal-04490461v1

A Novel Method for Object Detection using Deep Learning and CAD Models.

Igor Garcia Ballhausen Sampaio , Luigy Machaca , Jose Viterbo , Joris Guérin

23rd International Conference on Enterprise Information Systems (ICEIS2021), Apr 2021, Online, Portugal

Communication dans un congrès hal-03213496v1
Deposit thumbnail

Certifying Emergency Landing for Safe Urban UAV

Joris Guérin , Kevin Delmas , Jérémie Guiochet

7th International Workshop on Safety and Security of Intelligent Vehicles (SSIV 2021) at IEEE/IFIP Intern. Conf. on Dependable Systems and Networks (DSN), Jun 2021, Taipei, Taiwan. ⟨10.1109/DSN-W52860.2021.00020⟩

Communication dans un congrès hal-03213534v1
Deposit thumbnail

Semantically Meaningful View Selection

Joris Guérin , Olivier Gibaru , Eric Nyiri , Stephane Thieryl , Byron Boots

2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Oct 2018, Madrid, France. pp.1061-1066, ⟨10.1109/IROS.2018.8593524⟩

Communication dans un congrès hal-05245277v1

Improving Image Clustering With Multiple Pretrained CNN Feature Extractors

Joris Guérin , Byron Boots

British Machine Vision Conference 2018, BMVC 2018, Sep 2018, Newcastle, United Kingdom

Communication dans un congrès hal-03153633v1
Deposit thumbnail

CNN Features are also Great at Unsupervised Classification

Joris Guérin , Olivier Gibaru , Stéphane Thiery , Eric Nyiri

8th International Conference on Computer Science, Engineering and Applications, Feb 2018, Melbourne, Australia. pp.83-95, ⟨10.5121/csit.2018.80308⟩

Communication dans un congrès hal-03153610v1
Deposit thumbnail

Addressing data imbalance in urban informal settlement mapping from earth observation using ensemble learning: A case study in Rio de Janeiro

Thomas Hallopeau , Youssef Fouzai , Laurent Demagistri , Joris Guérin , Vanderlei Pascoal de Matos et al.

Science of Remote Sensing, 2025, 12, pp.100273. ⟨10.1016/j.srs.2025.100273⟩

Article dans une revue hal-05337270v1
Deposit thumbnail

Safety Monitoring of Machine Learning Perception Functions: a Survey

Raul Sena Ferreira , Joris Guérin , Kevin Delmas , Jérémie Guiochet , Hélène Waeselynck

Computational Intelligence, 2025, 41 (2), ⟨10.1111/coin.70032⟩

Article dans une revue hal-04830599v1
Deposit thumbnail

Are LSTM and conceptual rainfall-runoff models able to cope with limited training datasets under diverse hydrometeorological conditions?

Fadil Boodoo , Renaud Hostache , Nadia Skifa , Joris Guerin , Carole Delenne

Modeling Earth Systems and Environment, 2025, 11 (2), pp.128. ⟨10.1007/s40808-025-02316-z⟩

Article dans une revue hal-04965634v1

Adversarial attacks and defenses in person search: A systematic mapping study and taxonomy

Eduardo de O. Andrade , Joris Guérin , José Viterbo , Igor Garcia Ballhausen Sampaio

Image and Vision Computing, 2024, 148, 105096 [14 p.]. ⟨10.1016/j.imavis.2024.105096⟩

Article dans une revue hal-04826807v1

Improving robustness of industrial object detection by automatic generation of synthetic images from CAD models

Igor Garcia Ballhausen Sampaio , José Viterbo , Joris Guerin

Computational Intelligence, 2023, 39 (3), pp.415-432. ⟨10.1111/coin.12572⟩

Article dans une revue hal-04269812v1

Epidemiology Forecasting of COVID-19 Using AI—A Survey

Igor Gadelha Pereira , Andouglas Gonçalves da Silva Junior , Dunfrey Pires Aragão , Emerson Vilar de Oliveira , Arthur Andrade Bezerra et al.

Computational Intelligence for COVID-19 and Future Pandemics, Springer Singapore, pp.89-120, 2022, Disruptive Technologies and Digital Transformations for Society 5.0, 978-981-16-3782-7. ⟨10.1007/978-981-16-3783-4_5⟩

Chapitre d'ouvrage hal-04826834v1