Miguel Lázaro-Gredilla
According to our database1,
Miguel Lázaro-Gredilla
authored at least 63 papers
between 2006 and 2024.
Collaborative distances:
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Bibliography
2024
CoRR, 2024
CoRR, 2024
Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
3D Neural Embedding Likelihood: Probabilistic Inverse Graphics for Robust 6D Pose Estimation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
2022
PGMax: Factor Graphs for Discrete Probabilistic Graphical Models and Loopy Belief Propagation in JAX.
CoRR, 2022
DURableVS: Data-efficient Unsupervised Recalibrating Visual Servoing via online learning in a structured generative model.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
2021
Graphical Models with Attention for Context-Specific Independence and an Application to Perceptual Grouping.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Query Training: Learning a Worse Model to Infer Better Marginals in Undirected Graphical Models with Hidden Variables.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Frontiers Comput. Neurosci., 2020
CoRR, 2020
From proprioception to long-horizon planning in novel environments: A hierarchical RL model.
CoRR, 2020
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020
2019
2018
Beyond imitation: Zero-shot task transfer on robots by learning concepts as cognitive programs.
CoRR, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics.
Proceedings of the 34th International Conference on Machine Learning, 2017
2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
IEEE Trans. Neural Networks Learn. Syst., 2014
A Gaussian Process Model for Data Association and a Semidefinite Programming Solution.
IEEE Trans. Neural Networks Learn. Syst., 2014
Signal Process., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 4th International Workshop on Cognitive Information Processing, 2014
2013
IEEE Signal Process. Mag., 2013
Variational Inference for Mahalanobis Distance Metrics in Gaussian Process Regression.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Estimation of vegetation chlorophyll content with Variational Heteroscedastic Gaussian Processes.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
IEEE Trans. Neural Networks Learn. Syst., 2012
Pattern Recognit., 2012
Eng. Appl. Artif. Intell., 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012
2011
IEEE Trans. Neural Networks, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
IEEE Trans. Signal Process., 2010
IEEE Trans. Neural Networks, 2010
2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
2007
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007
2006
A new cost function to build MLPs by means of regularized boosting.
Proceedings of the Second IASTED International Conference on Computational Intelligence, 2006