Michaël Garcia Ortiz
Michaël Garcia Ortiz
Lecturer
Adresse e-mail validée de city.ac.uk
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Generative Models from the perspective of Continual Learning
T Lesort, H Caselles-Dupré, M Garcia-Ortiz, A Stoian, D Filliat
arXiv preprint arXiv:1812.09111, 2018
732018
Generative Models from the perspective of Continual Learning
M Garcia Ortiz, T Lesort, H Caselles-Dupré, JF Goudou, D Filliat
73*2018
Behavior prediction at multiple time-scales in inner-city scenarios
MG Ortiz, J Fritsch, F Kummert, A Gepperth
2011 IEEE Intelligent Vehicles Symposium (IV), 1068-1073, 2011
552011
Symmetry-Based Disentangled Representation Learning requires Interaction with Environments
H Caselles-Dupré, M Garcia-Ortiz, D Filliat
arXiv preprint arXiv:1904.00243, 2019
262019
Prediction of driver behavior on a limited sensory setting
MG Ortiz, F Kummert, J Schmüdderich
2012 15th International IEEE Conference on Intelligent Transportation …, 2012
202012
Prediction of driver behavior on a limited sensory setting
M Garcia Ortiz, F Kummert, J Schmudderich
2012 15th International IEEE Conference on Intelligent Transportation Systems, 2012
202012
Real-time pedestrian detection and pose classification on a GPU
A Gepperth, MG Ortiz, B Heisele
16th International IEEE Conference on Intelligent Transportation Systems …, 2013
192013
Situation-specific learning for ego-vehicle behavior prediction systems
MG Ortiz, J Schmüdderich, F Kummert, A Gepperth
2011 14th International IEEE Conference on Intelligent Transportation …, 2011
162011
Continual State Representation Learning for Reinforcement Learning using Generative Replay
H Caselles-Dupré, M Garcia-Ortiz, D Filliat
arXiv preprint arXiv:1810.03880, 2018
132018
Flatland: a lightweight first-person 2-d environment for reinforcement learning
H Caselles-Dupré, L Annabi, O Hagen, M Garcia-Ortiz, D Filliat
arXiv preprint arXiv:1809.00510, 2018
132018
The contribution of context information: a case study of object recognition in an intelligent car
A Gepperth, B Dittes, MG Ortiz
Neurocomputing 94, 77-86, 2012
112012
S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay
H Caselles-Dupré, M Garcia-Ortiz, D Filliat
arXiv preprint arXiv:1902.09434, 2019
92019
Multi-modal Open-Set Person Identification in HRI
B Irfan, N Lyubova, MG Ortiz, T Belpaeme
92018
Prediction of driver behavior
MG Ortiz
Universitätsbibliothek Bielefeld, 2013
72013
State representation learning with recurrent capsule networks
L Annabi, MG Ortiz
arXiv preprint arXiv:1812.11202, 2018
62018
Learning representations of spatial displacement through sensorimotor prediction
MG Ortiz, A Laflaquière
arXiv preprint arXiv:1805.06250, 2018
62018
Grounding perception: A developmental approach to sensorimotor contingencies
A Laflaquiere, N Hemion, MG Ortiz, JC Baillie
arXiv preprint arXiv:1810.01870, 2018
52018
Dynamic attention priors: a new and efficient concept for improving object detection
ART Gepperth, MG Ortiz, E Sattarov, B Heisele
Neurocomputing 197, 14-28, 2016
42016
Incremental training of restricted boltzmann machines using information driven saccades
MG Ortiz, JC Baillie
4th International Conference on Development and Learning and on Epigenetic …, 2014
42014
Autonomous generation of internal representations for associative learning
MG Ortiz, B Dittes, J Fritsch, A Gepperth
International Conference on Artificial Neural Networks, 247-256, 2010
42010
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