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ORCIDJoris Guérin
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2020 – today
- 2024
[j5]Eduardo de O. Andrade, Joris Guérin, José Viterbo, Igor Garcia Ballhausen Sampaio
:
Adversarial attacks and defenses in person search: A systematic mapping study and taxonomy. Image Vis. Comput. 148: 105096 (2024)- [c18]Vincent Armant, Amira Mouakher, Felipe Vargas-Rojas, Danai Symeonidou, Joris Guérin, Isabelle Mougenot, Jean-Christophe Desconnets:
Can Knowledge Graphs and Retrieval-Augmented Generation be combined to Explain Query/Answer Relationships Truthfully? DAO-XAI@ECAI 2024 - [c17]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:
Leveraging Knowledge Graphs for Earth System Dataset Discovery. ISWC (3) 2024: 271-288 - [i20]Khoi Tran Dang, Kevin Delmas, Jérémie Guiochet, Joris Guérin:
Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network Monitoring. CoRR abs/2405.08654 (2024) - [i19]Joris Guérin, Shray Bansal, Amirreza Shaban, Paulo Mann, Harshvardhan Gazula:
VIBES - Vision Backbone Efficient Selection. CoRR abs/2410.08592 (2024) - 2023
- [j4]Igor Garcia Ballhausen Sampaio, José Viterbo, Joris Guérin:
Improving robustness of industrial object detection by automatic generation of synthetic images from CAD models. Comput. Intell. 39(3): 415-432 (2023) - [c16]Joris Guérin, Kevin Delmas, Raul Sena Ferreira, Jérémie Guiochet:
Out-of-Distribution Detection Is Not All You Need. AAAI 2023: 14829-14837 - [c15]Raul Sena Ferreira, Joris Guérin, Jérémie Guiochet, Hélène Waeselynck:
SENA: Similarity-Based Error-Checking of Neural Activations. ECAI 2023: 724-731 - [c14]Eduardo de O. Andrade, Igor Garcia Ballhausen Sampaio, Joris Guérin, José Viterbo:
Combining Two Adversarial Attacks Against Person Re-Identification Systems. VISIGRAPP (5: VISAPP) 2023: 437-444 - [c13]Jose Huaman, Felix O. Sumari H., Luigy Machaca, Esteban Clua, Joris Guérin:
Benchmarking Person Re-Identification Datasets and Approaches for Practical Real-World Implementations. VISIGRAPP (5: VISAPP) 2023: 495-502 - [i18]Eduardo de O. Andrade, Igor Garcia Ballhausen Sampaio, Joris Guérin, José Viterbo:
Combining Two Adversarial Attacks Against Person Re-Identification Systems. CoRR abs/2309.13763 (2023) - 2022
- [j3]Eduardo de O. Andrade, José Viterbo, Joris Guérin, Flávia Bernardini:
Malware classification using word embeddings algorithms and long-short term memory networks. Comput. Intell. 38(5): 1802-1830 (2022) - [c12]Luigy Machaca, F. Oliver Sumari H., Jose Huaman, Esteban Clua, Joris Guérin:
TrADe Re-ID - Live Person Re-Identification using Tracking and Anomaly Detection. ICMLA 2022: 449-454 - [c11]Joris Guérin, Kevin Delmas, Jérémie Guiochet:
Evaluation of Runtime Monitoring for UAV Emergency Landing. ICRA 2022: 9703-9709 - [c10]Joris Guérin, Raul Sena Ferreira, Kevin Delmas, Jérémie Guiochet:
Unifying Evaluation of Machine Learning Safety Monitors. ISSRE 2022: 414-422 - [c9]Raul Sena Ferreira, Joris Guérin, Jérémie Guiochet, Hélène Waeselynck:
SiMOOD: Evolutionary Testing Simulation With Out-Of-Distribution Images. PRDC 2022: 68-77 - [i17]Joris Guérin, Kevin Delmas, Jérémie Guiochet:
Evaluation of Runtime Monitoring for UAV Emergency Landing. CoRR abs/2202.03059 (2022) - [i16]Joris Guérin, Raul Sena Ferreira, Kevin Delmas, Jérémie Guiochet:
Unifying Evaluation of Machine Learning Safety Monitors. CoRR abs/2208.14660 (2022) - [i15]Luigy Machaca, F. Oliver Sumari H., Jose Huaman, Esteban Clua, Joris Guérin:
TrADe Re-ID - Live Person Re-Identification using Tracking and Anomaly Detection. CoRR abs/2209.06452 (2022) - [i14]Joris Guérin, Kevin Delmas, Raul Sena Ferreira, Jérémie Guiochet:
Out-Of-Distribution Detection Is Not All You Need. CoRR abs/2211.16158 (2022) - [i13]Jose Huaman, Felix O. Sumari, Luigy Machaca, Esteban Clua, Joris Guérin:
Benchmarking person re-identification datasets and approaches for practical real-world implementations. CoRR abs/2212.09981 (2022) - 2021
- [j2]Joris Guérin, Stéphane Thiery, Eric Nyiri, Olivier Gibaru, Byron Boots:
Combining pretrained CNN feature extractors to enhance clustering of complex natural images. Neurocomputing 423: 551-571 (2021) - [c8]Joris Guérin, Kevin Delmas, Jérémie Guiochet:
Certifying Emergency Landing for Safe Urban UAV. DSN Workshops 2021: 55-62 - [c7]Igor Garcia Ballhausen Sampaio, Luigy Machaca, José Viterbo, Joris Guérin:
A Novel Method for Object Detection using Deep Learning and CAD Models. ICEIS (1) 2021: 75-82 - [i12]Joris Guérin, Stéphane Thiery, Eric Nyiri, Olivier Gibaru, Byron Boots:
Combining pretrained CNN feature extractors to enhance clustering of complex natural images. CoRR abs/2101.02767 (2021) - [i11]Igor Garcia Ballhausen Sampaio, Luigy Machaca, José Viterbo, Joris Guérin:
A novel method for object detection using deep learning and CAD models. CoRR abs/2102.06729 (2021) - [i10]Joris Guérin, Kevin Delmas, Jérémie Guiochet:
Certifying Emergency Landing for Safe Urban UAV. CoRR abs/2104.14928 (2021) - 2020
- [j1]Felix O. Sumari, Luigy Machaca, Jose Huaman, Esteban W. G. Clua, Joris Guérin:
Towards practical implementations of person re-identification from full video frames. Pattern Recognit. Lett. 138: 513-519 (2020) - [c6]Joris Guérin, Anne Magály de Paula Canuto, Luiz Marcos Garcia Gonçalves:
Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering. ICMLA 2020: 685-692 - [i9]Felix O. Sumari, Luigy Machaca, Jose Huaman, Esteban Walter Gonzalez Clua, Joris Guérin:
Towards Practical Implementations of Person Re-Identification from Full Video Frames. CoRR abs/2009.01377 (2020) - [i8]Joris Guérin, Anne Magály de Paula Canuto, Luiz Marcos Garcia Gonçalves:
Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering. CoRR abs/2009.14178 (2020)
2010 – 2019
- 2019
- [c5]Eduardo de O. Andrade, José Viterbo, Cristina Nader Vasconcelos, Joris Guérin, Flávia Cristina Bernardini:
A Model Based on LSTM Neural Networks to Identify Five Different Types of Malware. KES 2019: 182-191 - 2018
- [b1]Joris Guérin:
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). Arts et Métiers ParisTech, France, 2018 - [c4]Joris Guérin, Byron Boots:
Improving Image Clustering With Multiple Pretrained CNN Feature Extractors. BMVC 2018: 51 - [c3]Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery, Jorge Palos:
Automatic Construction of Real-World Datasets for 3D Object Localization Using Two Cameras. IECON 2018: 3655-3658 - [c2]Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery, Byron Boots:
Semantically Meaningful View Selection. IROS 2018: 1061-1066 - [i7]Joris Guérin, Stéphane Thiery, Eric Nyiri, Olivier Gibaru:
Unsupervised robotic sorting: Towards autonomous decision making robots. CoRR abs/1804.04572 (2018) - [i6]Joris Guérin, Byron Boots:
Improving Image Clustering With Multiple Pretrained CNN Feature Extractors. CoRR abs/1807.07760 (2018) - [i5]Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery, Byron Boots:
Semantically Meaningful View Selection. CoRR abs/1807.10303 (2018) - 2017
- [i4]Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery:
Learning local trajectories for high precision robotic tasks : application to KUKA LBR iiwa Cartesian positioning. CoRR abs/1701.01497 (2017) - [i3]Joris Guérin, Olivier Gibaru, Stéphane Thiery, Eric Nyiri:
Clustering for Different Scales of Measurement - the Gap-Ratio Weighted K-means Algorithm. CoRR abs/1703.07625 (2017) - [i2]Joris Guérin, Olivier Gibaru, Stéphane Thiery, Eric Nyiri:
CNN features are also great at unsupervised classification. CoRR abs/1707.01700 (2017) - [i1]Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery:
Automatic Construction of Real-World Datasets for 3D Object Localization using Two Cameras. CoRR abs/1707.02978 (2017) - 2016
- [c1]Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery:
Learning local trajectories for high precision robotic tasks: Application to KUKA LBR iiwa Cartesian positioning. IECON 2016: 5316-5321
Coauthor Index
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