| Fast and incremental method for loop-closure detection using bags of visual words A Angeli, D Filliat, S Doncieux, JA Meyer IEEE transactions on robotics 24 (5), 1027-1037, 2008 | 689 | 2008 |
| Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges T Lesort, V Lomonaco, A Stoian, D Maltoni, D Filliat, N Díaz-Rodríguez Information fusion 58, 52-68, 2020 | 609 | 2020 |
| State representation learning for control: An overview T Lesort, N Díaz-Rodríguez, JF Goudou, D Filliat Neural Networks 108, 379-392, 2018 | 406 | 2018 |
| Map-based navigation in mobile robots: I. a review of localization strategies D Filliat, JA Meyer Cognitive systems research 4 (4), 243-282, 2003 | 369 | 2003 |
| A visual bag of words method for interactive qualitative localization and mapping D Filliat Proceedings 2007 IEEE International Conference on Robotics and Automation …, 2007 | 320 | 2007 |
| Map-based navigation in mobile robots:: II. a review of map-learning and path-planning strategies JA Meyer, D Filliat Cognitive Systems Research 4 (4), 283-317, 2003 | 309 | 2003 |
| Explainable artificial intelligence (xai) on timeseries data: A survey T Rojat, R Puget, D Filliat, J Del Ser, R Gelin, N Díaz-Rodríguez arXiv preprint arXiv:2104.00950, 2021 | 236 | 2021 |
| Don't forget, there is more than forgetting: new metrics for Continual Learning N Díaz-Rodríguez, V Lomonaco, D Filliat, D Maltoni NeurIPS workshop on Continual Learning 2018 arXiv preprint arXiv:1810.13166, 2018 | 208 | 2018 |
| Asynchronous event-based multikernel algorithm for high-speed visual features tracking X Lagorce, C Meyer, SH Ieng, D Filliat, R Benosman IEEE transactions on neural networks and learning systems 26 (8), 1710-1720, 2014 | 198 | 2014 |
| Generative models from the perspective of continual learning T Lesort, H Caselles-Dupré, M Garcia-Ortiz, A Stoian, D Filliat 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 191 | 2019 |
| Shrec'17 track: 3d hand gesture recognition using a depth and skeletal dataset Q De Smedt, H Wannous, JP Vandeborre, J Guerry, B Le Saux, D Filliat 3DOR-10th Eurographics Workshop on 3D Object Retrieval, 1-6, 2017 | 162 | 2017 |
| Real-time visual loop-closure detection A Angeli, S Doncieux, JA Meyer, D Filliat 2008 IEEE international conference on robotics and automation, 1842-1847, 2008 | 162 | 2008 |
| Ontology-based context awareness for driving assistance systems A Armand, D Filliat, J Ibañez-Guzman 2014 IEEE intelligent vehicles symposium proceedings, 227-233, 2014 | 161 | 2014 |
| Visual topological SLAM and global localization A Angeli, S Doncieux, JA Meyer, D Filliat 2009 IEEE International Conference on Robotics and Automation, 4300-4305, 2009 | 144 | 2009 |
| Incremental vision-based topological SLAM A Angeli, S Doncieux, JA Meyer, D Filliat 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2008 | 131 | 2008 |
| Discorl: Continual reinforcement learning via policy distillation R Traoré, H Caselles-Dupré, T Lesort, T Sun, G Cai, N Díaz-Rodríguez, ... NeurIPS workshop on Deep Reinforcement Learning,, 2019 | 114* | 2019 |
| Snapnet-r: Consistent 3d multi-view semantic labeling for robotics J Guerry, A Boulch, B Le Saux, J Moras, A Plyer, D Filliat Proceedings of the IEEE international conference on computer vision …, 2017 | 106 | 2017 |
| EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case N Díaz-Rodríguez, A Lamas, J Sanchez, G Franchi, I Donadello, S Tabik, ... Information Fusion 79, 58-83, 2021 | 105 | 2021 |
| Environment exploration for object-based visual saliency learning C Craye, D Filliat, JF Goudou 2016 IEEE international conference on robotics and automation (ICRA), 2303-2309, 2016 | 95 | 2016 |
| Object learning through active exploration S Ivaldi, N Lyubova, A Droniou, V Padois, D Filliat, PY Oudeyer, O Sigaud IEEE Transactions on Autonomous Mental Development 6 (1), 56-72, 2013 | 89 | 2013 |
Jean-Arcady MeyerDr Recherche émérite CNRSEmail verificata su isir.upmc.fr