Characterization and inference of graph diffusion processes from observations of stationary signals B Pasdeloup, V Gripon, G Mercier, D Pastor, MG Rabbat IEEE transactions on Signal and Information Processing over Networks 4 (3 …, 2017 | 189 | 2017 |
Easy—ensemble augmented-shot-y-shaped learning: State-of-the-art few-shot classification with simple components Y Bendou, Y Hu, R Lafargue, G Lioi, B Pasdeloup, S Pateux, V Gripon Journal of Imaging 8 (7), 179, 2022 | 77 | 2022 |
Evaluating graph signal processing for neuroimaging through classification and dimensionality reduction M Ménoret, N Farrugia, B Pasdeloup, V Gripon 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2017 | 71 | 2017 |
Learning to select operators in meta-heuristics: An integration of Q-learning into the iterated greedy algorithm for the permutation flowshop scheduling problem M Karimi-Mamaghan, M Mohammadi, B Pasdeloup, P Meyer European Journal of Operational Research 304 (3), 1296-1330, 2023 | 63 | 2023 |
Toward an uncertainty principle for weighted graphs B Pasdeloup, R Alami, V Gripon, M Rabbat 2015 23rd European Signal Processing Conference (EUSIPCO), 1496-1500, 2015 | 34 | 2015 |
Neighborhood-preserving translations on graphs N Grelier, B Pasdeloup, JC Vialatte, V Gripon 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016 | 20 | 2016 |
Uncertainty principle on graphs B Pasdeloup, V Gripon, R Alami, MG Rabbat Vertex-Frequency Analysis of Graph Signals, 317-340, 2019 | 15 | 2019 |
Graph reconstruction from the observation of diffused signals B Pasdeloup, M Rabbat, V Gripon, D Pastor, G Mercier 2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015 | 11 | 2015 |
Translations on graphs with neighborhood preservation B Pasdeloup, V Gripon, N Grelier, JC Vialatte, D Pastor arXiv preprint arXiv:1709.03859, 2017 | 10* | 2017 |
A learning-based iterated local search algorithm for solving the traveling salesman problem M Karimi-Mamaghan, B Pasdeloup, M Mohammadi, P Meyer International conference on optimization and learning, 45-61, 2021 | 7 | 2021 |
Convolutional neural networks on irregular domains based on approximate vertex-domain translations B Pasdeloup, V Gripon, JC Vialatte, D Pastor, P Frossard arXiv preprint arXiv:1710.10035, 2017 | 7* | 2017 |
Pruning Graph Convolutional Networks to select meaningful graph frequencies for fMRI decoding Y El Ouahidi, H Tessier, G Lioi, N Farrugia, B Pasdeloup, V Gripon 2022 30th European Signal Processing Conference (EUSIPCO), 937-941, 2022 | 6 | 2022 |
A strong and simple deep learning baseline for bci mi decoding YE Ouahidi, V Gripon, B Pasdeloup, G Bouallegue, N Farrugia, G Lioi arXiv preprint arXiv:2309.07159, 2023 | 4 | 2023 |
Spatial graph signal interpolation with an application for merging bci datasets with various dimensionalities Y El Ouahidi, L Drumetz, G Lioi, N Farrugia, B Pasdeloup, V Gripon ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 4 | 2023 |
Improving classification accuracy with graph filtering M Hamidouche, C Lassance, Y Hu, L Drumetz, B Pasdeloup, V Gripon 2021 IEEE International Conference on Image Processing (ICIP), 334-338, 2021 | 4 | 2021 |
Towards a characterization of the uncertainty curve for graphs B Pasdeloup, V Gripon, G Mercier, D Pastor 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 4 | 2016 |
A statistical model for predicting generalization in few-shot classification Y Bendou, V Gripon, B Pasdeloup, G Lioi, L Mauch, S Uhlich, F Cardinaux, ... 2023 31st European Signal Processing Conference (EUSIPCO), 1260-1264, 2023 | 3 | 2023 |
An online learning-based metaheuristic for solving combinatorial optimization problems M Karimi-Mamaghan, M Mohammadi, B Pasdeloup, R Billot, P Meyer ROADEF 2020: 21ème Congrès Annuel de la Société Française de Recherche …, 2020 | 3 | 2020 |
Extending convolutional neural networks to irregular domains through graph inference B Pasdeloup Ecole nationale supérieure Mines-Télécom Atlantique, 2017 | 3 | 2017 |
A metaheuristic for inferring a ranking model based on multiple reference profiles A Khannoussi, AL Olteanu, P Meyer, B Pasdeloup Annals of Mathematics and Artificial Intelligence, 1-22, 2024 | 2 | 2024 |