Documentation
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Joris Guerin

15

Documents

Publications

	Machine learning improvements for robotic applications in industrial context: Case study of autonomous sorting Joris Guérin Machine Learning [cs.LG]. École Nationale Supérieure d'Arts et Métiers, 2018. English. ⟨NNT : ⟩ Thèse tel-03096508v1
	Méthodes d'apprentissage automatique pour des applications robotiques dans un contexte industriel : étude de cas du tri robotisé Joris Guerin Signal and Image processing. Ecole nationale supérieure d'arts et métiers - ENSAM, 2018. English. ⟨NNT : 2018ENAM0045⟩ Thèse tel-04351493v1

	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
	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
	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
	Out-Of-Distribution Detection Is Not All You Need Joris Guérin , Kevin Delmas , Raul Sena Ferreira , Jérémie Guiochet The 37th AAAI conference on artificial intelligence (2023), Feb 2023, Washington DC, United States Communication dans un congrès hal-03870531v2
	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
	Evaluation of Runtime Monitoring for UAV Emergency Landing Joris Guerin , Kevin Delmas , Jérémie Guiochet International Conference on Robotics and Automation (ICRA), May 2022, Philadelphia, United States Communication dans un congrès hal-03600856v1
	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
	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
	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
	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 (virtual), Taiwan. ⟨10.1109/DSN-W52860.2021.00020⟩ Communication dans un congrès hal-03213534v1
	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
	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

	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