Joris Guerin
27
Documents
Publications
Publications
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Leveraging Knowledge Graphs for Earth System Dataset DiscoveryInternational Semantic Web Conference, Nov 2024, Baltimore, United States. pp.271-288, ⟨10.1007/978-3-031-77847-6_15⟩
Communication dans un congrès
hal-04823866
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Can Knowledge Graphs and Retrieval-Augmented Generation be combined to Explain Query/Answer Relationships Truthfully?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-04874325
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Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network MonitoringUncertainty in Artificial Intelligence (UAI), PMLR, Jul 2024, Barcelone, Spain
Communication dans un congrès
hal-04579393
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SENA: Similarity-based Error-checking of Neural Activations27th European Conference on Artificial Intelligence - ECAI 2023, Sep 2023, Krakow, Poland
Communication dans un congrès
hal-04212952
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Combining Two Adversarial Attacks Against Person Re-Identification Systems18th International Conference on Computer Vision Theory and Applications, Feb 2023, Lisbon, France. pp.437-444, ⟨10.5220/0011623800003417⟩
Communication dans un congrès
hal-04381614
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Out-Of-Distribution Detection Is Not All You NeedThe 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-03870531
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Benchmarking Person Re-Identification Datasets and Approaches for Practical Real-World Implementations18th International Conference on Computer Vision Theory and Applications, Feb 2023, Lisbon, Portugal. pp.495-502, ⟨10.5220/0011633800003417⟩
Communication dans un congrès
hal-04381636
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TrADe Re-ID – Live Person Re-Identification using Tracking and Anomaly Detection2022 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-04826818
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Unifying Evaluation of Machine Learning Safety Monitors33rd IEEE International Symposium on Software Reliability Engineering (ISSRE 2022), Oct 2022, Charlotte, United States. ⟨10.1109/ISSRE55969.2022.00047⟩
Communication dans un congrès
hal-03765273
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SiMOOD: Evolutionary Testing Simulation with Out-Of-Distribution Images27th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2022), Nov 2022, Beijing, China. ⟨10.1109/PRDC55274.2022.00021⟩
Communication dans un congrès
hal-03779723
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Evaluation of Runtime Monitoring for UAV Emergency LandingInternational Conference on Robotics and Automation (ICRA), May 2022, Philadelphie, United States
Communication dans un congrès
hal-03600856
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Optimisation conjointe du contenu sémantique et du temps d'exécution pour une tâche robotisée de saisie d'objetReconnaissance des Formes, Images, Apprentissage et Perception (RFIAP), Jul 2022, Vannes (Bretagne), France
Communication dans un congrès
hal-04490461
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Certifying Emergency Landing for Safe Urban UAV7th 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-03213534
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A Novel Method for Object Detection using Deep Learning and CAD Models.23rd International Conference on Enterprise Information Systems (ICEIS2021), Apr 2021, Online, Portugal
Communication dans un congrès
hal-03213496
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Improving Image Clustering With Multiple Pretrained CNN Feature ExtractorsBritish Machine Vision Conference 2018, BMVC 2018, Sep 2018, Newcastle, United Kingdom
Communication dans un congrès
hal-03153633
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Semantically Meaningful View Selection2018 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-05245277
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CNN Features are also Great at Unsupervised Classification8th 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-03153610
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VIBES - Vision Backbone Efficient Selection2024
Pré-publication, Document de travail
hal-04826789
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A Quick Guide to Design Rigorous Machine Learning Experiments2023
Article de blog scientifique
hal-04826798
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Epidemiology Forecasting of COVID-19 Using AI—A SurveyComputational 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-04826834
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Machine learning improvements for robotic applications in industrial context: Case study of autonomous sortingMachine Learning [cs.LG]. École Nationale Supérieure d'Arts et Métiers, 2018. English. ⟨NNT : ⟩
Thèse
tel-03096508
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Méthodes d'apprentissage automatique pour des applications robotiques dans un contexte industriel : étude de cas du tri robotiséSignal and Image processing. École Nationale Supérieure des Arts et Métiers, 2018. English. ⟨NNT : 2018ENAM0045⟩
Thèse
tel-04351493
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