Duong NGUYEN
Duong NGUYEN
IMT Atlantique, Lab-STICC
Adresse e-mail validée de imt-atlantique.fr
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A Multi-task Deep Learning Architecture for Maritime Surveillance using AIS Data Streams
D Nguyen, R Vadaine, G Hajduch, R Garello, R Fablet
The 5th IEEE International Conference on Data Science and Advanced Analytics, 2018
262018
EM-like learning chaotic dynamics from noisy and partial observations
D Nguyen, S Ouala, L Drumetz, R Fablet
102019
GeoTrackNet-A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection
D Nguyen, R Vadaine, G Hajduch, R Garello, R Fablet
arXiv preprint arXiv:1912.00682, 2019
32019
Learning latent dynamics for partially-observed chaotic systems
S Ouala, D Nguyen, L Drumetz, B Chapron, A Pascual, F Collard, ...
arXiv preprint arXiv:1907.02452, 2019
32019
Recurrent Neural Networks with Stochastic Layers for Acoustic Novelty Detection
D Nguyen, OS Kirsebom, F Frazão, R Fablet, S Matwin
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and …, 2019
32019
Assimilation-based Learning of Chaotic Dynamical Systems from Noisy and Partial Data
D Nguyen, S Ouala, L Drumetz, R Fablet
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and …, 2020
22020
Learning Chaotic and Stochastic Dynamics from Noisy and Partial Observation using Variational Deep Learning
D Nguyen, S Ouala, L Drumetz, R Fablet
CI'2020 : 10th International Conference on Climate Informatics, 2020
2020
Detection of Abnormal Vessel Behaviors from AIS data using GeoTrackNet: from the Laboratory to the Ocean
D Nguyen, M Simonin, G Hajduch, R Vadaine, C Tedeschi, R Fablet
2020 21st IEEE International Conference on Mobile Data Management (MDM), 2020
2020
Variational Deep Learning for the Identification and Reconstruction of Chaotic and Stochastic Dynamical Systems from Noisy and Partial Observations
D Nguyen, S Ouala, L Drumetz, R Fablet
2020
Learning Constrained Dynamical Embeddings for Geophysical Dynamics
S Ouala, D Nguyen, SL Brunton, L Drumetz, R Fablet
Climate Informatics, 2019
2019
LEARNING OCEAN DYNAMICAL PRIORS FROM NOISY DATA USING ASSIMILATION-DERIVED NEURAL NETS
S Ouala, D Nguyen, L Drumetz, B Chapron, A Pascual, F Collard, ...
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2019
An AIS-based Deep Learning Model for Vessel Monitoring
D Nguyen, R Vadaine, G Hajduch, R Garello, R Fablet
NATO CMRE Maritime Big Data Workshop, 2018
2018
Synergies between SAR and AIS data for the surveillance of the maritime traffic
R Vadaine, D Nguyen, N Longépé, G Hajduch, R Fablet
SAR Oceanography workshop, SeaSAR 2018, 2018
2018
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