Joris Guérin

According to our database, Joris Guérin authored at least 32 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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 Vis. Comput., 2024

Hierarchical Classification for Automated Image Annotation of Coral Reef Benthic Structures.

Célia Blondin, Joris Guérin, Kelly Yumi Inagaki, Guilherme Longo, Laure Berti-Équille

CoRR, 2024

Safety Monitoring of Machine Learning Perception Functions: a Survey.

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

CoRR, 2024

VIBES - Vision Backbone Efficient Selection.

Joris Guérin, Shray Bansal, Amirreza Shaban, Paulo Mann, Harshvardhan Gazula

CoRR, 2024

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

CoRR, 2024

Leveraging Knowledge Graphs for Earth System Dataset Discovery.

Vincent Armant, Felipe Vargas-Rojas, Victoria Agazzi, Jean-Christophe Desconnets, Isabelle Mougenot, Valentina Beretta, Stéphane Debard, Danai Symeonidou, Amira Mouakher, Joris Guérin, Thibault Catry, Emmanuel Roux

Proceedings of the Semantic Web - ISWC 2024, 2024

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, Isabelle Mougenot, Jean-Christophe Desconnets

Proceedings of the 4th International Workshop on Data meets Ontologies in Explainable AI co-located with the 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

2023

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

Igor Garcia Ballhausen Sampaio, José Viterbo, Joris Guérin

Comput. Intell., June, 2023

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

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

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Combining Two Adversarial Attacks Against Person Re-Identification Systems.

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

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

SENA: Similarity-Based Error-Checking of Neural Activations.

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

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Out-of-Distribution Detection Is Not All You Need.

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

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Malware classification using word embeddings algorithms and long-short term memory networks.

Eduardo de O. Andrade, José Viterbo, Joris Guérin, Flávia Bernardini

Comput. Intell., 2022

SiMOOD: Evolutionary Testing Simulation With Out-Of-Distribution Images.

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

Proceedings of the 27th IEEE Pacific Rim International Symposium on Dependable Computing, 2022

Unifying Evaluation of Machine Learning Safety Monitors.

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

Proceedings of the IEEE 33rd International Symposium on Software Reliability Engineering, 2022

Evaluation of Runtime Monitoring for UAV Emergency Landing.

Joris Guérin, Kevin Delmas, Jérémie Guiochet

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

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

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

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

Combining pretrained CNN feature extractors to enhance clustering of complex natural images.

Joris Guérin, Stéphane Thiery, Eric Nyiri, Olivier Gibaru, Byron Boots

Neurocomputing, 2021

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

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

Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

Certifying Emergency Landing for Safe Urban UAV.

Joris Guérin, Kevin Delmas, Jérémie Guiochet

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2021

2020

Towards practical implementations of person re-identification from full video frames.

Felix O. Sumari, Luigy Machaca, Jose Huaman, Esteban W. G. Clua, Joris Guérin

Pattern Recognit. Lett., 2020

Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering.

Joris Guérin, Anne Magály de Paula Canuto, Luiz Marcos Garcia Gonçalves

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019

A Model Based on LSTM Neural Networks to Identify Five Different Types of Malware.

Eduardo de O. Andrade, José Viterbo, Cristina Nader Vasconcelos, Joris Guérin, Flávia Cristina Bernardini

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

2018

Machine learning improvements for robotic applications in industrial context: Case study of autonomous sorting. (Méthodes d'apprentissage automatique pour des applications robotiques dans un contexte industriel : étude de cas du tri robotisé).

Joris Guérin

PhD thesis, 2018

Unsupervised robotic sorting: Towards autonomous decision making robots.

Joris Guérin, Stéphane Thiery, Eric Nyiri, Olivier Gibaru

CoRR, 2018

Semantically Meaningful View Selection.

Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery, Byron Boots

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Automatic Construction of Real-World Datasets for 3D Object Localization Using Two Cameras.

Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery, Jorge Palos

Proceedings of the IECON 2018, 2018

Improving Image Clustering With Multiple Pretrained CNN Feature Extractors.

Joris Guérin, Byron Boots

Proceedings of the British Machine Vision Conference 2018, 2018

2017

CNN features are also great at unsupervised classification.

Joris Guérin, Olivier Gibaru, Stéphane Thiery, Eric Nyiri

CoRR, 2017

Clustering for Different Scales of Measurement - the Gap-Ratio Weighted K-means Algorithm.

Joris Guérin, Olivier Gibaru, Stéphane Thiery, Eric Nyiri

CoRR, 2017

Automatic Construction of Real-World Datasets for 3D Object Localization using Two Cameras.

Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery

CoRR, 2017

2016

Learning local trajectories for high precision robotic tasks: Application to KUKA LBR iiwa Cartesian positioning.

Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery

Proceedings of the IECON 2016, 2016