Joris Guerin
Joris Guerin
Espace-Dev, IRD, Université de Montpellier
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CNN features are also great at unsupervised classification
J Guérin, O Gibaru, S Thiery, E Nyiri
arXiv preprint arXiv:1707.01700, 2017
Precipitation, landscape properties and land use interactively affect water quality of tropical freshwaters
RLG Nobre, A Caliman, CR Cabral, F de Carvalho Araújo, J Guerin, ...
Science of The Total Environment 716, 137044, 2020
Forecasting Covid-19 dynamics in Brazil: a data driven approach
IG Pereira, JM Guerin, AG Silva Júnior, GS Garcia, P Piscitelli, A Miani, ...
International Journal of Environmental Research and Public Health 17 (14), 5115, 2020
Combining pretrained CNN feature extractors to enhance clustering of complex natural images
J Guérin, S Thiery, E Nyiri, O Gibaru, B Boots
Neurocomputing 423, 551-571, 2021
Improving Image Clustering With Multiple Pretrained CNN Feature Extractors
J Guérin, B Boots
arXiv preprint arXiv:1807.07760, 2018
A Model Based on LSTM Neural Networks to Identify Five Different Types of Malware
EO Andrade, J Viterbo, CN Vasconcelos, J Guérin, FC Bernardini
Procedia Computer Science 159, 182-191, 2019
Out-of-distribution detection is not all you need
J Guérin, K Delmas, R Ferreira, J Guiochet
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14829 …, 2023
Unsupervised robotic sorting: Towards autonomous decision making robots
J Guérin, S Thiery, E Nyiri, O Gibaru
arXiv preprint arXiv:1804.04572, 2018
Evaluation of runtime monitoring for UAV emergency landing
J Guerin, K Delmas, J Guiochet
2022 International Conference on Robotics and Automation (ICRA), 9703-9709, 2022
Certifying Emergency Landing for Safe Urban UAV
J Guérin, K Delmas, J Guiochet
2021 51st Annual IEEE/IFIP International Conference on Dependable Systems …, 2021
Clustering for different scales of measurement-the gap-ratio weighted k-means algorithm
J Guérin, O Gibaru, S Thiery, E Nyiri
arXiv preprint arXiv:1703.07625, 2017
Learning local trajectories for high precision robotic tasks: Application to KUKA LBR iiwa Cartesian positioning
J Guérin, O Gibaru, E Nyiri, S Thiery
IECON 2016-42nd Annual Conference of the IEEE Industrial Electronics Society …, 2016
Unifying evaluation of machine learning safety monitors
J Guerin, RS Ferreira, K Delmas, J Guiochet
2022 IEEE 33rd International Symposium on Software Reliability Engineering …, 2022
A novel method for object detection using deep learning and CAD models
IGB Sampaio, L Machaca, J Viterbo, J Guérin
arXiv preprint arXiv:2102.06729, 2021
Semantically Meaningful View Selection
J Guérin, O Gibaru, E Nyiri, S Thieryl, B Boots
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018
Towards practical implementations of person re-identification from full video frames
FO Sumari, L Machaca, J Huaman, EWG Clua, J Guérin
Pattern Recognition Letters 138, 513-519, 2020
Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering
J Guérin, AM de Paula Canuto, LMG Goncalves
2020 19th IEEE International Conference on Machine Learning and Applications …, 2020
SiMOOD: Evolutionary Testing Simulation with Out-Of-Distribution Images
RS Ferreira, J Guérin, J Guiochet, H Waeselynck
2022 IEEE 27th Pacific Rim International Symposium on Dependable Computing …, 2022
Malware classification using word embeddings algorithms and long‐short term memory networks
EO Andrade, J Viterbo, J Guérin, F Bernardini
Computational Intelligence 38 (5), 1802-1830, 2022
Locally optimal control under unknown dynamics with learnt cost function: application to industrial robot positioning
J Guérin, O Gibaru, S Thiery, E Nyiri
Journal of Physics: Conference Series 783 (1), 012036, 2017
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