Article

Irfan, B., Garcia Ortiz, M. ORCID: 0000-0003-4729-7457, Lyubova, N. & Belpaeme, T.view all authors (2022). Multi-modal Open World User Identification. ACM Transactions on Human-Robot Interaction, 11(1), 6. doi: 10.1145/3477963

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),

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.view all authors (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

Conference or Workshop Item

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. Proceedings of the International Joint Conference on Neural Networks, 2021-J, ISSN 2161-4393 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. AAMAS '21: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems, pp. 1472-1474. ISSN 2523-5699 doi: 10.5555/3463952.3464129

Caselles-Dupré, H., Garcia Ortiz, M. ORCID: 0000-0003-4729-7457 & Filliat, D. (2019). Symmetry-Based Disentangled Representation Learning requires Interaction with Environments. Advances in Neural Information Processing Systems, 32, ISSN 1049-5258

Garcia Ortiz, M. ORCID: 0000-0003-4729-7457, Lesort, T., Caselles-Dupré, H. , Goudou, J-F. & Filliat, D.view all authors (2019). Generative Models from the perspective of Continual Learning. Proceedings of the International Joint Conference on Neural Networks, pp. 1-8. ISSN 2161-4393 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. Lecture Notes in Computer Science, 11140. (pp. 489-498). Springer. ISBN 978-3-030-01420-9

Caselles-Dupré, H., Annabi, L., Hagen, O. , Garcia Ortiz, M. ORCID: 0000-0003-4729-7457 & Filliat, D.view all authors (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.