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Number of documents

24

Dr. Bastien Pasdeloup


Journal articles4 documents

  • Yassir Bendou, Yuqing Hu, Raphael Lafargue, Giulia Lioi, Bastien Pasdeloup, et al.. Easy—Ensemble Augmented-Shot-Y-Shaped Learning: State-of-The-Art Few-Shot Classification with Simple Components. Journal of Imaging, MDPI, 2022, 8 (7), pp.179. ⟨10.3390/jimaging8070179⟩. ⟨hal-03714237⟩
  • Maryam Karimi-Mamaghan, Mehrdad Mohammadi, Bastien Pasdeloup, Patrick Meyer. Learning to select operators in meta-heuristics: An integration of Q-learning into the iterated greedy algorithm for the permutation flowshop scheduling problem. European Journal of Operational Research, Elsevier, 2022, ⟨10.1016/j.ejor.2022.03.054⟩. ⟨hal-03723715⟩
  • Vincent Gripon, Bastien Pasdeloup, Grégoire Mercier, Dominique Pastor, Michael Rabbat. Characterization and Inference of Graph Diffusion Processes From Observations of Stationary Signals. IEEE Transactions on Signal and Information Processing over Networks, IEEE, 2018, 4 (3), pp.481 - 496. ⟨10.1109/TSIPN.2017.2742940⟩. ⟨hal-01875916⟩
  • Bastien Pasdeloup, Vincent Gripon, Grégoire Mercier, Dominique Pastor, Michael Rabbat. Characterization and Inference of Graph Diffusion Processes from Observations of Stationnary Signals. IEEE Transactions on Signal and Information Processing over Networks, IEEE, 2017, PP (99), ⟨10.1109/TSIPB.2017.2742940⟩. ⟨hal-01759090⟩

Conference papers17 documents

  • Yassine El Ouahidi, Hugo Tessier, Giulia Lioi, Nicolas Farrugia, Bastien Pasdeloup, et al.. Élagage de réseaux de neurones convolutifs sur graphes pour la sélection de fréquences significatives pour le décodage d'IRMf. GRETSI 2022, Sep 2022, Nancy, France. ⟨hal-03696640⟩
  • Arwa Khannoussi, Patrick Meyer, Alexandru Liviu Olteanu, Bastien Pasdeloup. Un algorithme génétique pour l'apprentissage d'un modèle de rangement multi-critère à base de profils de références. ROADEF 2022 : 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France. ⟨hal-03595432⟩
  • Raphael Lafargue, Jean-Philippe Diguet, Vincent Gripon, Bastien Pasdeloup. Classes adversaires dans l'apprentissage avec peu d'exemples. GRETSI, Sep 2022, Nancy, France. ⟨hal-03690074⟩
  • M. Hamidouche, C. Lassance, Y. Hu, Lucas Drumetz, Bastien Pasdeloup, et al.. Improving Classification Accuracy With Graph Filtering. ICIP 2021: IEEE International Conference on Image Processing, Sep 2021, Anchorage, United States. pp.334-338, ⟨10.1109/ICIP42928.2021.9506042⟩. ⟨hal-03675142⟩
  • Maryam Karimi-Mamaghan, Patrick Meyer, Mehrdad Mohammadi, Bastien Pasdeloup. A reinforcement learning-based operator selection in iterated local search for solving scheduling problems. EURO 2021: 31st European Conference on Operational Research, Jul 2021, Athens, Greece. ⟨hal-03385603⟩
  • Maryam Karimi-Mamaghan, Bastien Pasdeloup, Mehrdad Mohammadi, Patrick Meyer. A Learning-Based Iterated Local Search Algorithm for Solving the Traveling Salesman Problem. OLA2021: Optimization and Learning, Jun 2021, Catania (online), Italy. pp.45-61, ⟨10.1007/978-3-030-85672-4_4⟩. ⟨hal-03379777⟩
  • Yassine El Ouahidi, Matis Feller, Matthieu Talagas, Bastien Pasdeloup. Une approche pour regrouper des sujets atteints de cancers, sur la base des similarités des répartitions cellulaires au sein de leurs biopsies. EGC 2021 : 21ème conférence Extraction et Gestion des Connaissances, Jan 2021, Montpellier, France. pp.333-340. ⟨hal-03131445⟩
  • Maryam Karimi-Mamaghan, Mehrdad Mohammadi, Bastien Pasdeloup, Romain Billot, Patrick Meyer. An Online Learning-based Metaheuristic for Solving Combinatorial Optimization Problems. ROADEF 2020 : 21ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2020, Montpellier, France. ⟨hal-02506178⟩
  • Bastien Pasdeloup, Maryam Karimi-Mamaghan, Mehrdad Mohammadi, Patrick Meyer. Autoencoder-based generation of individuals in population-based metaheuristics. ROADEF 2020 : 21ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2020, Montpellier, France. ⟨hal-02506195⟩
  • Nicolas Grelier, Bastien Pasdeloup, Jean-Charles Vialatte, Vincent Gripon. Translation sur graphe avec préservation du voisinage. GRETSI 2017 : 26ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2017, Juan Les Pins, France. ⟨hal-01617209⟩
  • Mathilde Menoret, Nicolas Farrugia, Bastien Pasdeloup, Vincent Gripon. Evaluating Graph Signal Processing for Neuroimaging Through Classification and Dimensionality Reduction. GlobalSIP 2017 : 5th IEEE Global Conference on Signal and Information Processing, Nov 2017, Montreal, Canada. pp.618 - 622, ⟨10.1109/GlobalSIP.2017.8309033⟩. ⟨hal-01761345⟩
  • Bastien Pasdeloup, Vincent Gripon, Grégoire Mercier, Dominique Pastor. Towards a characterization of the Uncertainty cuve for graphs. ICASSP 2016 : 41st IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2016, Shanghai, China. pp.4558 - 4562, ⟨10.1109/ICASSP.2016.7472540⟩. ⟨hal-01574034⟩
  • Nicolas Grelier, Bastien Pasdeloup, Jean-Charles Vialatte, Vincent Gripon. Neighborhood-Preserving Translations on Graphs. GlobalSIP 2016 : IEEE Global Conference on Signal and Information Processing, Dec 2016, Arlington, United States. pp.410 - 414. ⟨hal-01511073⟩
  • Bastien Pasdeloup, Vincent Gripon, Dominique Pastor, Grégoire Mercier, Michael Rabbat. Characterizing graphs from diffused worshop. GSP 2016 : Graph Signal Processing Workshop, May 2016, Philadelphia, United States. ⟨hal-01598379⟩
  • Bastien Pasdeloup, Réda Alami, Vincent Gripon, Michael Rabbat. Toward An Uncertainty Principle For Weighted Graphs. EUSIPCO 2015 : 23rd European Signal Processing Conference, Aug 2015, Nice, France. pp.1496 - 1500, ⟨10.1109/EUSIPCO.2015.7362633⟩. ⟨hal-01270655⟩
  • Bastien Pasdeloup, Vincent Gripon, Grégoire Mercier, Dominique Pastor. Vers une caractérisation de la courbe d'incertitude pour des graphes portant des signaux. GRETSI 2015 : 25ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2015, Lyon, France. pp.1 - 5. ⟨hal-01270749⟩
  • Bastien Pasdeloup, Michael Rabbat, Vincent Gripon, Dominique Pastor, Grégoire Mercier. Graph reconstruction from the observation of diffused signals. Allerton 2015 : 63th Annual Allerton conference on communication, control and Computing, Sep 2015, Allerton, United States. pp.1 - 5. ⟨hal-01310966⟩

Book sections2 documents

Theses1 document

  • Bastien Pasdeloup. Extending convolutional neural networks to irregular domains through graph inference. Machine Learning [cs.LG]. Ecole nationale supérieure Mines-Télécom Atlantique, 2017. English. ⟨NNT : 2017IMTA0048⟩. ⟨tel-01708824v2⟩