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 | 174 | 2018 |
Symmetry-Based Disentangled Representation Learning requires Interaction with Environments H Caselles-Dupré, M Garcia-Ortiz, D Filliat arXiv preprint arXiv:1904.00243, 2019 | 72 | 2019 |
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 | 71 | 2011 |
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 | 23 | 2012 |
Continual State Representation Learning for Reinforcement Learning using Generative Replay H Caselles-Dupré, M Garcia-Ortiz, D Filliat arXiv preprint arXiv:1810.03880, 2018 | 21 | 2018 |
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 | 21 | 2013 |
Multi-modal Open-Set Person Identification in HRI B Irfan, N Lyubova, MG Ortiz, T Belpaeme | 18 | 2018 |
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 | 17 | 2019 |
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 | 17 | 2011 |
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 | 16 | 2021 |
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 | 14 | 2018 |
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 | 12 | 2012 |
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 | 10 | 2019 |
Unsupervised Emergence of Egocentric Spatial Structure from Sensorimotor Prediction A Laflaquière, MG Ortiz arXiv preprint arXiv:1906.01401, 2019 | 10 | 2019 |
Prediction of driver behavior MG Ortiz Universitätsbibliothek Bielefeld, 2013 | 8 | 2013 |
State representation learning with recurrent capsule networks L Annabi, MG Ortiz arXiv preprint arXiv:1812.11202, 2018 | 6 | 2018 |
Learning representations of spatial displacement through sensorimotor prediction MG Ortiz, A Laflaquière arXiv preprint arXiv:1805.06250, 2018 | 6 | 2018 |
On the sensory commutativity of action sequences for embodied agents H Caselles-Dupré, M Garcia-Ortiz, D Filliat arXiv preprint arXiv:2002.05630, 2020 | 5 | 2020 |
Grounding perception: A developmental approach to sensorimotor contingencies A Laflaquiere, N Hemion, MG Ortiz, JC Baillie arXiv preprint arXiv:1810.01870, 2018 | 5 | 2018 |
Are standard Object Segmentation models sufficient for Learning Affordance Segmentation? H Caselles-Dupré, M Garcia-Ortiz, D Filliat arXiv preprint arXiv:2107.02095, 2021 | 4 | 2021 |