Joris Guérin - RankMe

50 papers A* 2A 5B 1C 5Journal 30Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Mapping Rio de Janeiro's favelas: general-purpose vs. satellite-specific neural networks. CoRR Thomas Hallopeau, Joris Guérin, Laurent Demagistri, Youssef Fouzai, Renata Gracie, Vanderlei Pascoal De Matos, Helen Gurgel, Nadine Dessay
2025	J	`jnl`	Neighbor-aware informal settlement mapping with graph convolutional networks. CoRR Thomas Hallopeau, Joris Guérin, Laurent Demagistri, Christovam Barcellos, Nadine Dessay
2025	J	`jnl`	Not every day is a sunny day: Synthetic cloud injection for deep land cover segmentation robustness evaluation across data sources. CoRR Sara Mobsite, Renaud Hostache, Laure Berti-Équille, Emmanuel Roux, Joris Guérin
2024	J	`jnl`	Adversarial attacks and defenses in person search: A systematic mapping study and taxonomy. Image Vis. Comput. Eduardo de O. Andrade, Joris Guérin, José Viterbo, Igor Garcia Ballhausen Sampaio
2024	—	`conf`	Can Knowledge Graphs and Retrieval-Augmented Generation be combined to Explain Query/Answer Relationships Truthfully? DAO-XAI@ECAI Vincent Armant, Amira Mouakher, Felipe Vargas-Rojas, Danai Symeonidou, Joris Guérin, Isabelle Mougenot, Jean-Christophe Desconnets
2024	A	`conf`	Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network Monitoring. UAI Khoi Tran Dang, Kevin Delmas, Jérémie Guiochet, Joris Guérin
2024	J	`jnl`	Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network Monitoring. CoRR Khoi Tran Dang, Kevin Delmas, Jérémie Guiochet, Joris Guérin
2024	J	`jnl`	Hierarchical Classification for Automated Image Annotation of Coral Reef Benthic Structures. CoRR Célia Blondin, Joris Guérin, Kelly Yumi Inagaki, Guilherme Longo, Laure Berti-Équille
2024	—	`conf`	Leveraging Knowledge Graphs for Earth System Dataset Discovery. ISWC (3) 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
2024	J	`jnl`	Safety Monitoring of Machine Learning Perception Functions: a Survey. CoRR Raul Sena Ferreira, Joris Guérin, Kevin Delmas, Jérémie Guiochet, Hélène Waeselynck
2024	J	`jnl`	VIBES - Vision Backbone Efficient Selection. CoRR Joris Guérin, Shray Bansal, Amirreza Shaban, Paulo Mann, Harshvardhan Gazula
2023	—	`conf`	Benchmarking Person Re-Identification Datasets and Approaches for Practical Real-World Implementations. VISIGRAPP (5: VISAPP) Jose Huaman, Felix O. Sumari H., Luigy Machaca, Esteban Clua, Joris Guérin
2023	—	`conf`	Combining Two Adversarial Attacks Against Person Re-Identification Systems. VISIGRAPP (5: VISAPP) Eduardo de O. Andrade, Igor Garcia Ballhausen Sampaio, Joris Guérin, José Viterbo
2023	J	`jnl`	Combining Two Adversarial Attacks Against Person Re-Identification Systems. CoRR Eduardo de O. Andrade, Igor Garcia Ballhausen Sampaio, Joris Guérin, José Viterbo
2023	J	`jnl`	Improving robustness of industrial object detection by automatic generation of synthetic images from CAD models. Comput. Intell. Igor Garcia Ballhausen Sampaio, José Viterbo, Joris Guérin
2023	A*	`conf`	Out-of-Distribution Detection Is Not All You Need. AAAI Joris Guérin, Kevin Delmas, Raul Sena Ferreira, Jérémie Guiochet
2023	A	`conf`	SENA: Similarity-Based Error-Checking of Neural Activations. ECAI Raul Sena Ferreira, Joris Guérin, Jérémie Guiochet, Hélène Waeselynck
2022	J	`jnl`	Benchmarking person re-identification datasets and approaches for practical real-world implementations. CoRR Jose Huaman, Felix O. Sumari, Luigy Machaca, Esteban Clua, Joris Guérin
2022	A*	`conf`	Evaluation of Runtime Monitoring for UAV Emergency Landing. ICRA Joris Guérin, Kevin Delmas, Jérémie Guiochet
2022	J	`jnl`	Evaluation of Runtime Monitoring for UAV Emergency Landing. CoRR Joris Guérin, Kevin Delmas, Jérémie Guiochet
2022	J	`jnl`	Malware classification using word embeddings algorithms and long-short term memory networks. Comput. Intell. Eduardo de O. Andrade, José Viterbo, Joris Guérin, Flávia Bernardini
2022	J	`jnl`	Out-Of-Distribution Detection Is Not All You Need. CoRR Joris Guérin, Kevin Delmas, Raul Sena Ferreira, Jérémie Guiochet
2022	C	`conf`	SiMOOD: Evolutionary Testing Simulation With Out-Of-Distribution Images. PRDC Raul Sena Ferreira, Joris Guérin, Jérémie Guiochet, Hélène Waeselynck
2022	C	`conf`	TrADe Re-ID - Live Person Re-Identification using Tracking and Anomaly Detection. ICMLA Luigy Machaca, F. Oliver Sumari H., Jose Huaman, Esteban Clua, Joris Guérin
2022	J	`jnl`	TrADe Re-ID - Live Person Re-Identification using Tracking and Anomaly Detection. CoRR Luigy Machaca, F. Oliver Sumari H., Jose Huaman, Esteban Clua, Joris Guérin
2022	A	`conf`	Unifying Evaluation of Machine Learning Safety Monitors. ISSRE Joris Guérin, Raul Sena Ferreira, Kevin Delmas, Jérémie Guiochet
2022	J	`jnl`	Unifying Evaluation of Machine Learning Safety Monitors. CoRR Joris Guérin, Raul Sena Ferreira, Kevin Delmas, Jérémie Guiochet
2021	—	`conf`	A Novel Method for Object Detection using Deep Learning and CAD Models. ICEIS (1) Igor Garcia Ballhausen Sampaio, Luigy Machaca, José Viterbo, Joris Guérin
2021	J	`jnl`	A novel method for object detection using deep learning and CAD models. CoRR Igor Garcia Ballhausen Sampaio, Luigy Machaca, José Viterbo, Joris Guérin
2021	—	`conf`	Certifying Emergency Landing for Safe Urban UAV. DSN Workshops Joris Guérin, Kevin Delmas, Jérémie Guiochet
2021	J	`jnl`	Certifying Emergency Landing for Safe Urban UAV. CoRR Joris Guérin, Kevin Delmas, Jérémie Guiochet
2021	J	`jnl`	Combining pretrained CNN feature extractors to enhance clustering of complex natural images. CoRR Joris Guérin, Stéphane Thiery, Eric Nyiri, Olivier Gibaru, Byron Boots
2021	J	`jnl`	Combining pretrained CNN feature extractors to enhance clustering of complex natural images. Neurocomputing Joris Guérin, Stéphane Thiery, Eric Nyiri, Olivier Gibaru, Byron Boots
2020	C	`conf`	Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering. ICMLA Joris Guérin, Anne Magály de Paula Canuto, Luiz Marcos Garcia Gonçalves
2020	J	`jnl`	Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering. CoRR Joris Guérin, Anne Magály de Paula Canuto, Luiz Marcos Garcia Gonçalves
2020	J	`jnl`	Towards Practical Implementations of Person Re-Identification from Full Video Frames. CoRR Felix O. Sumari, Luigy Machaca, Jose Huaman, Esteban Walter Gonzalez Clua, Joris Guérin
2020	J	`jnl`	Towards practical implementations of person re-identification from full video frames. Pattern Recognit. Lett. Felix O. Sumari, Luigy Machaca, Jose Huaman, Esteban W. G. Clua, Joris Guérin
2019	B	`conf`	A Model Based on LSTM Neural Networks to Identify Five Different Types of Malware. KES Eduardo de O. Andrade, José Viterbo, Cristina Nader Vasconcelos, Joris Guérin, Flávia Cristina Bernardini
2018	C	`conf`	Automatic Construction of Real-World Datasets for 3D Object Localization Using Two Cameras. IECON Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery, Jorge Palos
2018	A	`conf`	Improving Image Clustering With Multiple Pretrained CNN Feature Extractors. BMVC Joris Guérin, Byron Boots
2018	J	`jnl`	Improving Image Clustering With Multiple Pretrained CNN Feature Extractors. CoRR Joris Guérin, Byron Boots
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
2018	A	`conf`	Semantically Meaningful View Selection. IROS Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery, Byron Boots
2018	J	`jnl`	Semantically Meaningful View Selection. CoRR Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery, Byron Boots
2018	J	`jnl`	Unsupervised robotic sorting: Towards autonomous decision making robots. CoRR Joris Guérin, Stéphane Thiery, Eric Nyiri, Olivier Gibaru
2017	J	`jnl`	Automatic Construction of Real-World Datasets for 3D Object Localization using Two Cameras. CoRR Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery
2017	J	`jnl`	CNN features are also great at unsupervised classification. CoRR Joris Guérin, Olivier Gibaru, Stéphane Thiery, Eric Nyiri
2017	J	`jnl`	Clustering for Different Scales of Measurement - the Gap-Ratio Weighted K-means Algorithm. CoRR Joris Guérin, Olivier Gibaru, Stéphane Thiery, Eric Nyiri
2017	J	`jnl`	Learning local trajectories for high precision robotic tasks : application to KUKA LBR iiwa Cartesian positioning. CoRR Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery
2016	C	`conf`	Learning local trajectories for high precision robotic tasks: Application to KUKA LBR iiwa Cartesian positioning. IECON Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery