Items where City Author is "Garcia-Ortiz, Michael"
Irfan, B., Garcia Ortiz, M. 
ORCID: 0000-0003-4729-7457, Lyubova, N. & Belpaeme, T. (2022).
Multi-modal Open World User Identification.
ACM Transactions on Human-Robot Interaction, 11(1),
pp. 1-50.
doi: 10.1145/3477963
Caselles-Dupre, H., Garcia-Ortiz, M. ORCID: 0000-0003-4729-7457 & Filliat, D. (2021).
S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay.
In:
Proceedings of the International Joint Conference on Neural Networks.
2021 International Joint Conference on Neural Networks (IJCNN), 18-22 Jul 2021, Virtual.
doi: 10.1109/IJCNN52387.2021.9533683
Caselles-Dupré, H., Garcia Ortiz, M. ORCID: 0000-0003-4729-7457 & Filliat, D. (2021).
On the Sensory Commutativity of Action Sequences for Embodied Agents.
In:
AAMAS '21: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems.
20th International Conference on Autonomous Agents and MultiAgent Systems, 3-7 May 2021, Virtual.
doi: 10.5555/3463952.3464129
Laflaquiere, A. & Garcia Ortiz, M. ORCID: 0000-0003-4729-7457 (2019).
Unsupervised Emergence of Egocentric Spatial Structure from Sensorimotor Prediction.
Advances in Neural Information Processing Systems 32 (NIPS 2019),
Caselles-Dupré, H., Garcia Ortiz, M. ORCID: 0000-0003-4729-7457 & Filliat, D. (2019).
Symmetry-Based Disentangled Representation Learning requires Interaction with Environments.
In:
Advances in Neural Information Processing Systems.
Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019), 8-14 Dec 2019, Vancouver, Canada.
Garcia Ortiz, M. ORCID: 0000-0003-4729-7457, Lesort, T., Caselles-Dupré, H. , Goudou, J-F. & Filliat, D. (2019).
Generative Models from the perspective of Continual Learning.
In:
Proceedings of the International Joint Conference on Neural Networks.
Workshop on Continual Learning, NeurIPS 2018 - 32nd Conference on Neural Information Processing Systems, 07 December 2018, Montreal, Canada.
doi: 10.1109/IJCNN.2019.8851986
Caselles-Dupré, H., Garcia Ortiz, M. ORCID: 0000-0003-4729-7457 & Filliat, D. (2018).
Continual State Representation Learning for Reinforcement Learning using Generative Replay.
Paper presented at the Workshop on Continual Learning, NeurIPS 2018- 32nd Conference on Neural Information Processing Systems, 07 December 2018, Montreal, Canada.
Annabi, L. & Garcia Ortiz, M. ORCID: 0000-0003-4729-7457 (2018).
State representation learning with recurrent capsule networks.
Paper presented at the Workshop on Modeling the Physical World: Perception, Learning, and Control, NeurIPS 2018 - 32nd Conference on Neural Information Processing Systems, 07 Dec 2018, Montreal, Canada.
Kulak, T. & Garcia Ortiz, M. ORCID: 0000-0003-4729-7457 (2018).
Emergence of Sensory Representations Using Prediction in Partially Observable Environments.
In:
Artificial Neural Networks and Machine Learning – ICANN 2018.
Caselles-Dupré, H., Annabi, L., Hagen, O. , Garcia Ortiz, M. ORCID: 0000-0003-4729-7457 & Filliat, D. (2018).
Flatland: a Lightweight First-Person 2-D Environment for Reinforcement Learning.
Paper presented at the Workshop on Continual Unsupervised Sensorimotor Learning - ICDL-Epirob 2018, 17 September 2018, Tokyo, Japan.
Garcia Ortiz, M. ORCID: 0000-0003-4729-7457 (2017).
Sensorimotor Prediction with Neural Networks on Continuous Spaces.
Lecture Notes in Computer Science, 10613,
pp. 76-83.
doi: 10.1007/978-3-319-68600-4_10
Gepperth, Alexander R. T., Garcia Ortiz, M. ORCID: 0000-0003-4729-7457, Sattarov, E. & Heisele, B. (2016).
Dynamic attention priors: a new and efficient concept for improving object detection.
Neurocomputing, 197,
pp. 14-28.
doi: 10.1016/j.neucom.2016.01.036