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Michaël Garcia Ortiz
Michaël Garcia Ortiz
Lecturer
Verified email at city.ac.uk
Title
Cited by
Cited by
Year
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
1192018
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
622011
Symmetry-Based Disentangled Representation Learning requires Interaction with Environments
H Caselles-Dupré, M Garcia-Ortiz, D Filliat
arXiv preprint arXiv:1904.00243, 2019
452019
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
232012
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
Continual State Representation Learning for Reinforcement Learning using Generative Replay
H Caselles-Dupré, M Garcia-Ortiz, D Filliat
arXiv preprint arXiv:1810.03880, 2018
182018
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
172011
Multi-modal Open-Set Person Identification in HRI
B Irfan, N Lyubova, MG Ortiz, T Belpaeme
162018
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
142019
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
142018
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
Multi-modal Open World User Identification
B Irfan, MG Ortiz, N Lyubova, T Belpaeme
ACM Transactions on Human-Robot Interaction (THRI) 11 (1), 1-50, 2021
72021
Benchmark for kitchen20, a daily life dataset for audio-based human action recognition
M Moreaux, MG Ortiz, I Ferrané, F Lerasle
2019 International Conference on Content-Based Multimedia Indexing (CBMI), 1-6, 2019
72019
Unsupervised Emergence of Egocentric Spatial Structure from Sensorimotor Prediction
A Laflaquière, MG Ortiz
arXiv preprint arXiv:1906.01401, 2019
72019
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
52018
Grounding perception: A developmental approach to sensorimotor contingencies
A Laflaquiere, N Hemion, MG Ortiz, JC Baillie
arXiv preprint arXiv:1810.01870, 2018
42018
Learning representations of spatial displacement through sensorimotor prediction
MG Ortiz, A Laflaquière
arXiv preprint arXiv:1805.06250, 2018
42018
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
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Articles 1–20