| Exploring the limitations of behavior cloning for autonomous driving F Codevilla, E Santana, AM López, A Gaidon Proceedings of the IEEE/CVF international conference on computer vision …, 2019 | 663 | 2019 |
| Learning a driving simulator E Santana, G Hotz arXiv preprint arXiv:1608.01230, 2016 | 327 | 2016 |
| A commute in data: The comma2k19 dataset H Schafer, E Santana, A Haden, R Biasini arXiv preprint arXiv:1812.05752, 2018 | 74 | 2018 |
| Information theoretic-learning auto-encoder E Santana, M Emigh, JC Principe 2016 international joint conference on neural networks (IJCNN), 3296-3301, 2016 | 30 | 2016 |
| Extraction of signals with specific temporal structure using kernel methods E Santana, JC Principe, EE Santana, RCS Freire, AK Barros IEEE Transactions on Signal Processing 58 (10), 5142-5150, 2010 | 22 | 2010 |
| Exploiting spatio-temporal structure with recurrent winner-take-all networks E Santana, MS Emigh, P Zegers, JC Principe IEEE Transactions on Neural Networks and Learning Systems 29 (8), 3738-3746, 2017 | 19 | 2017 |
| Predicting visual attention using gamma kernels R Burt, E Santana, JC Principe, N Thigpen, A Keil 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 13 | 2016 |
| A flexible testing environment for visual question answering with performance evaluation M Cudic, R Burt, E Santana, JC Principe Neurocomputing 291, 128-135, 2018 | 12 | 2018 |
| Autoencoders trained with relevant information: Blending Shannon and Wiener's perspectives S Yu, M Emigh, E Santana, JC Príncipe 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 12 | 2017 |
| Joint optimization of algorithmic suites for EEG analysis E Santana, AJ Brockmeier, JC Principe 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 12 | 2014 |
| ICA feature extraction for spike sorting of single-channel records MV Lopes, E Aguiar, E Santana, E Santana, AK Barros 2013 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics …, 2013 | 10 | 2013 |
| Extraction of signals with higher order temporal structure using Correntropy E Santana, JC Principe, E Santana, AK Barros Signal processing 92 (8), 1844-1852, 2012 | 7 | 2012 |
| Learning a driving simulator. arXiv 2016 E Santana, G Hotz arXiv preprint arXiv:1608.01230, 0 | 7 | |
| Mixed generative and supervised learning modes in Deep Predictive Coding Networks E Santana, JC Principe 2015 International Joint Conference on Neural Networks (IJCNN), 1-4, 2015 | 6* | 2015 |
| Systems and methods for controlling a vehicle based on determined complexity of contextual environment F Codevilla, E Santana, AD Gaidon US Patent 11,378,965, 2022 | 5 | 2022 |
| Learning joint features for color and depth images with Convolutional Neural Networks for object classification E Santana, K Dockendorf, JC Principe 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 5 | 2015 |
| Dynamic successor features for transfer learning and guided exploration N Tasfi, E Santana, L Liboni, M Capretz Knowledge-Based Systems 267, 110401, 2023 | 2 | 2023 |
| Weighing dynamic availability and consumption for Twitch recommendations E Chen, M Ally, E Santana, S Ali | 2 | 2022 |
| Biologically inspired algorithm based on error minimi-zation E Santana, JC PRINCEPE, AK Barros Proceedings of Brain Inspired Cognitive Systems (BICS). Sao Luis, Brazil, 1-4, 2008 | 2 | 2008 |
| Policy agnostic successor features N Tasfi, E Santana, M Capretz Advances in Neural Information Processing Systems, 2020 | 1 | 2020 |
jose principeprofessor of ECE, U. of FloridaPreverjeni e-poštni naslov na cnel.ufl.edu