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TrAISformer-A generative transformer for AIS trajectory prediction


Sep 08, 2021
Duong Nguyen, Ronan Fablet


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Improving Bayesian Inference in Deep Neural Networks with Variational Structured Dropout


Feb 16, 2021
Son Nguyen, Duong Nguyen, Khai Nguyen, Nhat Ho, Khoat Than, Hung Bui

* 30 pages, 5 figures 

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Variational Deep Learning for the Identification and Reconstruction of Chaotic and Stochastic Dynamical Systems from Noisy and Partial Observations


Sep 30, 2020
Duong Nguyen, Said Ouala, Lucas Drumetz, Ronan Fablet


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Detection of Abnormal Vessel Behaviours from AIS data using GeoTrackNet: from the Laboratory to the Ocean


Aug 12, 2020
Duong Nguyen, Matthieu Simonin, Guillaume Hajduch, Rodolphe Vadaine, Cédric Tedeschi, Ronan Fablet


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Neuroevolution of Self-Interpretable Agents


Apr 02, 2020
Yujin Tang, Duong Nguyen, David Ha

* To appear at the Genetic and Evolutionary Computation Conference (GECCO 2020) as a full paper 

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GeoTrackNet-A Maritime Anomaly Detector using Probabilistic Neural Network Representation of AIS Tracks and A Contrario Detection


Dec 02, 2019
Duong Nguyen, Rodolphe Vadaine, Guillaume Hajduch, René Garello, Ronan Fablet


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Learning Latent Dynamics for Partially-Observed Chaotic Systems


Jul 04, 2019
Said Ouala, Duong Nguyen, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier, Ronan Fablet


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