Available Positions: contact me be email!
- Phd, ANR Diamelex: uncertainty for deep and active learning.
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Post-doc, ANR Deeplomatics: multi-modal object detection and tracking.
GdR ISIS workshops
- Diagnosis & prognosis for COVID-19, January 2021
- Self-supervised & unsupervised representation learning, June 2020
- Image analysis for COVID-19 patient care, May 2020
- AI initiatives for COVID-19 diagnosis, April 2020
- Deep learning theory, October 2019
- Detection and segmentation, June 2019
- Semi- and weakly-supervised learning, May 2019
- Machine learning for attribute extraction in teledetection, October 2018
- Reasoning and learning for signal and image processing, October 2018
- Knowledge and Semantics for computer vision, April 2018
Talks
- [Robust deep learning], MICS Lab AI seminar, , Centrale Supelec, January 2020
- [Robust deep learning], L2TI Lab scientific days, Villetaneuse, November 2019
- GRESTI'19 panel discussion on future of signal processing and AI , Lille, August 2019
- [Partial & semi Supervision], GdR ISIS workshop on weak supervision, Paris, May 2019
- [Beyond Full Supervision], DeepImaging Spring School, PRISMES LABEX, Lyon, April 2019
- [Deep Learning for Climate], AI & Climate Group, Sorbonne Université, Paris, January 2019
- [Missing Annotations for Semantic Segmentation], CFI Workshop, Reykjavik, July 2018
- [Weakly Supervised Learning], CRIStAL Lab, Image axis annual seminar, Lille, July 2018
- [Learning from incomplete annotations], CVPR Medical CV workshop, SLC, June 2018
- [Deep Learning for Healthcare], 1st BSG Congress, Clermont-Ferrand, April 2018
- [Machine Learning with multimodal data], TIM'17 seminar, DGA, Paris, July 2017
- [WSL of Deep Structured Models], LIRIS, Lyon, April 2016
- [Deep Learning for Medical Images], Hacking Health Camp, Strasbourg, March 2016
- [Deep Learning for Visual Recognition], Matlab Expo, Paris, June 2015
- [Representation Learning for Vision], GDRI Web Science, Toulouse, September 2014
PhD Committees
2021
- 10/03/21: N. Mehrasa, "Towards event analysis in time-series data: asynchronous probabilistic models and learning from partial labels." (Reviewer), with G. Mori.
- 22/01/21: P. Godet, "Approches par apprentissage pour l'estimation de mouvement multiframe en vidéo." (Reviewer), with P. Monasse, S. Bouchafa, D. Fillat, C. Mallet, P. Pérez, A. Boulch, A. Plyer, G. Le Besnerais.
2020
- 18/12/20: P.E. Martin, "Fine-grained action detection with spatio-temporal convnets: application to table tennis." (Reviewer), with P. Radeva, K. Schoffmann, M. Larson, P. Desbrat, R. Peteri, J. Benois-Pineau.
- 17/12/20: H. Alqasir, "Deep learning for chairlift scene analysis: boosting generalization in multi-domain context." (Reviewer), with J. Van de Weijerp, R. Debusschere, M. Rombault, E. Fromont, D. Muslet, C. Ducottet.
- 14/12/20: M.M. Paumard, "Solving Jigsaw puzzles with deep learning." (Examiner), with A. Bugeau, V. Lepetit, V. Kalogeiton, B. Hanczar, H. Tabia, D. Picard, V. Barriere.
- 22/10/20: H. Pujol, "Antennes microphoniques intelligentes : localisation de sources acoustiques par deep learning" (Examiner), with M. Melon, E. Vincent, A. Deleforge, L. Girin, R. Nicol, E. Bavu, A. Garcia.
- 19/10/20: R. Ratajczak , "Analyse d'images aériennes historiques : application à l'épidémiologie" (Reviewer), with S. Lefevre, F. Tupin, C. Mallet, C. Collet, L. Tougne, B. Fervers, C. Crispim, E. Faure.
- 08/07/2020: R. Cadène "Apprentissage multimodal profond pour le traitement de la vision et du langage" (co-supervisor), Sorbonne Université / LIP6, with J. Verbeek, V. Ferrari, Y. LeCun, P. Péesrez, L. Soulier, M. Cord.
- 25/06/20: H. Ding, "Scene Parsing with Deep Neural Networks" (Reviewer), with H. Yang (Univ. Alberta), Y. K. Hui (NTU), J. Xudong (NTU).
- 12/06/20: M. Engilberge, "Deep Inside Visual-Semantic Embeddings" (Reviewer), with Y. Avrithis, D. Larlus, J. Ponce, P. Gallinari, P. Pérez, M. Cord, L. Chevallier
- 11/06/20: V. Tschannen, "Deep Learning for Seismic Data Processing & Interpretation" (Reviewer), with A. Ribodetti, E. Stutzmann, A. Rabaute, H. Chauris, M. Delescluse, N. J. Keuper, N. Ettrich
2019
- 19/12/19: A. Pajot, "Incorporating Physical Knowlegde Into Deep Neural Network" (Examiner), with E. Mémin, F. Fleuret, E. Szekely, G. Biau, P. Gallinari
- 17/12/19: A. Dutt, "Continual learning for image classification" (Reviewer), with J. Benois-Pineau,
H. Le Borgne, M.H. Amini, D. Pellerin, G. Quénot
- 26/11/19: P.A. Ganaye, "A priori et Apprentissage Profond pour
la Segmentation en Imagerie Cérébrale" (Reviewer), with C. Petitjean, P.M. Jodoin, C. Garcia, M. Sdika, H. Benoit-Catin
- 25/11/19: N. Piasco, "Vision-based localization with discriminative features from heterogeneous visual data" (Reviewer), with V. Lepetit, J. Sivic, T. Sattler, C. Demonceaux, V. Gouet, D. Sidibé
- 31/10/19: T. Robert "Représentations latentes des réseaux convolutifs pour l'interprétation de données visuelles" (co-supervisor), Sorbonne Université / LIP6, with G. Mori, S. Canu, K. Alahari, D. Picard, M. Cord.
- 10/10/19: E. Mehr "Unsupervised representation learning for 3d shape modeling" (co-supervisor), Sorbonne Université / LIP6, with M. Ovsjanikov, M.P Cani, T. Boubekeur, K. Bailly, V. Guitteny, M. Cord.
- 10/09/19: X. Li, "Regularization Schemes for Transfer Learning with Convolutional Network" (Reviewer), with G. Gasso, E. Fromont, A. Rakotomamonjy, V. Cherfaoui, F. Davoine, Y. Grandvallet
- 24/06/19: C. Pinard, "Apprentissage robuste d'une carte de profondeur pour l'évitement d'obstacle dans le cas des drones" (Reviewer), with P. Pérez, Y. Gousseau, P. Monasse, L. Chevalley, A. Manzanera, D. Fillat
- 20/05/19: H. Ben-Younes "Apprentissage de représentation multi-modale et raisonnement visuel" (co-supervisor), Sorbonne Université / LIP6, with J. Verbeek, V. Ferrari, Y. LeCun, P. Péesrez, L. Soulier, M. Cord.
- 01/04/19: C. Adam, "Analyse des Séquences d'usage d'applications Médicales" (Examiner), with M. Clausel, T. Artières, F. Malliaros , C. Hudelot, A. Aliotti, P.H. Cournède
2018
- 18/12/18: J. Huth, "Modelling Aging in the visual system
and The Convis Python Toolbox" (Examiner), with S. Thorpe, E. Ros, A. Wohrer, E. Klinger, B. Gas, T. Masquellier, A. Arleo
- 17/12/18: K. Blanc, "Description de contenu Vidéo : Mouvements et Élasticité Temporelle" (Reviewer), with M. Cord, B. Merialdo, F. Bremond, D. Lingrand, F. Precioso
- 12/12/18: R. Iguernaissi, "Counting and tracking people in a camera's network for behavioral analysis" (Reviewer), with M. Daoudi, S. Dubuissson, O. Ait-Aider, D. Merad, P. Drap
- 11/12/18: M. Carvalho "Deep representation spaces" (co-supervisor), Sorbonne Université / LIP6, with S. Lefevre, F. Precioso, E. Gaussier, H. Le Borgne, L. Soulier, M. Cord.
- 27/11/18: M. Bucher, "Apprentissage et exploitation de représentations sémantiques pour la classification et la recherche d'images" (Reviewer), with C. Hudelot, F. Precioso, S. Herbin, F. Jurie
- 20/11/18: T. Mordan "Apprentissage d'architectures profondes pour la détection et la reconnaissance de cibles" (co-supervisor), Sorbonne Université / LIP6, with F. Perronnin, J. Sivic, N. Neverova, A. Alahi, M. Cord.
- 19/11/18: M. Blot "Modélisation et apprentissage par architectures profondes en vision" (co-supervisor), Sorbonne Université / LIP6, with C. Wolf, A. Rakotomamonjy, E. Fromont, A. Bellet, L. Ralaivola, M. Cord.
- 12/11/18: R. Trullo, "Deep learning based approaches for the segmentation of Organs at Risk in Thoracic CT Scans" (Reviewer), with M. Hatt, L. Chen, C. Petitjean, S. Ran, B. Dubray
- 12/10/18: Y. Chen, "Person Re-identification in Images with
Deep Learning" (President), with F. Bremond, J. Benois-Pineau, C. Achard, J.Y. Dufour, S. Duffner, A. Baskurt
- 16/07/18: Q. Angermann, "real-time polype detection in videos" (Reviewer), with C. Petitjean, M. Paindavoine, D. Lingrand, O. Romain, A. Histache
- 27/02/18: A. Sors, "Deep Learning for EEG Analysis" (Reviewer), with M. Vanputten, A. Rosseti, L. Vercueil, J.F. Payen, S. Bonnet
2017
- 12/12/17: D. Fourure, "Deep Learning for Semantic Segmentation" (Reviewer) , with P. Perez, M. Keller, E. Fromont, R. Emonet, D. Muselet, C. Wolf, A. Tremeau.
- 04/12/17: S. Lopez, "Gaze-Based Image Classificationn" (Reviewer), with J. Benois-Pineau, E. Izquierdo, B. Merialdo, D. Lingrand, A. Revel , F. Precioso.
- 09/11/17: Y. Lu, "Transfer Learning for Image Classification" (Reviewer), with K. Mikolajczyk, N. Vincent, A. Habrard, A. Saidi, L. Chen.
- 03/10/17: J. Fellus "Distributed (Gossip) Machine Learning" (Examiner) , with F. Precioso, A. Rakotomamonjy, F. Bach, E. Dupraz, D. Picard, P.H. Gosselin.
- 30/09/17: X. Wang "Gaze weakly-supervised visual recognition: application to fooding" (co-supervisor) ,Sorbonne Université / LIP6, with P. Le Callet, P.H. Gosselin, C. Achard, C. Wang, F. Precioso, M. Cord.
- 20/09/17: T. Durand "Weakly supervised learning for visual recognition" (co-supervisor) , Sorbonne Université / LIP6, with P. Pérez, A. Rakotomamonjy, F. Bach, C. Schmid, V. Serfaty, M. Cord.
2016
- 15/12/16: I. Leang , "On-line fusion of tracking algorithms" (Examiner), ISIR-Paris, with P. Pérez, D. Fillat, M. Rombault, B. Girard, J. Droulez
- 02/12/16: Marion Chevalier, "Détection et reconnaissance de cibles en imagerie optronique" (co-supervisor), Sorbonne Université / LIP6, with F. Brémond, P. Pérez, S. Canu, C. Achard, G. Hénaff, M. Cord.
- 17/11/16: S. Chan "Deep Dictionnary Learning" (Reviewer), GIPSA-Grenoble, with S. Canu, A. Baskurt, D. Pellerin, M. Rombault
- 08/07/16: O. Morere "Deep Learning for Instance retrieval" (President), UPMC/A*STAR, with J. Demongeot, G. Bloch, J. Demongeot, V. Ramaseshan Chandrasekha, D. Racoceanu
- 10/05/16: L. Zheng "Triangular Similarity Metric Learning" (Reviewer) , LIRIS, with W. Puech, B. Dorizzi, S. Marchand-Maillet, A. Baskurt, K. Idrissi, C. Garcia
- 08/04/16: N. Neverova "Deep Learning for Human Motion Analysis" (Examiner), LIRIS/Guelph, with C. Schmid, J.M. Odobez, F. Jurie, C. Wolf, G. Taylor
- 11/02/16: S. Berlemont"Deep Metric Learning" (Examiner), Orange Labs Grenoble, with M. Paindavoine, T. Chateau, D. Pellerin, S. Duffner, C. Garcia
2015
- 30/06/15: C. Le Barz "Navigation visuelle pour les missions autonomes des petits drones" (co-supervisor), Sorbonne Université / LIP6, with F. Brémond, D. Fillat, M. Detyniecki, L. Denoyer, J.Y. Dufour, M. Cord.
- 20/01/15: M. Law "Metric learning for web page comparison" (co-supervisor), Sorbonne Université / LIP6, with P. Pérez, A. Rakotomamonjy, F. Bach, J. Ponce, F. Precioso, P. Gallinari, S. Gancarski , M. Cord.
2013
- 15/07/13: M. Baccouche "Apprentissage neuronal de caractéristiques spatio-temporelles pour la classification automatique de séquences vidéos" (Examiner), Orange Labs Rennes/ Liris, with B. Dorizzi, J.M. Odobez, D. Pellerin, F. Mamallet, A. Baskurt, C. Wolf, C. Garcia
- 12/07/13: Hanlin Goh "Deep learning for visuel understanding" (co-supervisor), Sorbonne Université / LIP6, with P. Jurie, A. Rakotomamonjy, Y. Le Cun, P. Gallinari, J.H. Lim, M. Cord.
- 14/06/13: Sandra Avila "Extended bag of visual words for image analysis" (co-supervisor), Sorbonne Université / LIP6, with F. Perronnin, M. Campos, P. Pérez, C. Schmid, P. Gallinari, A. de Albuquerque, M. Cord.
2012
- 19/03/12: R. Minetto "Text Detection adn 2d/3d object tracking" (co-supervisor), Sorbonne Université / LIP6,
with P. Pérez, M. Detyniecki, A. de Albuquerque, J. Stolfi, N. Leite, H. Pedrini, M. Cord.
HdR Committees
- 11/12/20: R. Hérault, "Machine learning for high-dimension and structured problems" (Reviewer), with M. Biehl, F. D'Alché-Buc, J. Lee, T. Artieres, S. Canu, G. Gasso, A. Adam, L. Seifart.
- 04/12/20: R. Tavenard, "Machine learning for time series" (Reviewer), with P. Panagiotis, F. D'Alché-Buc, H. Jégou, E. Fromont, T. Corpetti.
- 23/09/20: S. Lamprier, "Apprentissage et Inférence Structurelle pour l'Extraction de Dynamiques de l'Information" (Examiner), with S. Wang, P. Preux, O. Pietquin, E. Gaussier, P. Gallinari.
- 06/12/19: R. Péteri, "Contributions à l'analyse et la reconnaissance du mouvement dans des vidéos" (Reviewer), with Y. Berthoumieu; G. Quénot, M. Haindl, C. Choquet, J. Benois-Pineau.
- 02/12/19: S. Bonnet, "Contributions expérimentales et théoriques en ingénierie biomédicale" (Reviewer), with T. Papadopoulo, F. Wallois, C. Jutten, G. Carault, D. Vray.
- 05/04/19: S. Duffner, "Tracking and metric learning" (Reviewer), with F. Bremond, M. Paindavoine, J.M. Odobez, C. Lartizien, M.S. Hacid, C. Garcia.
MSDMA Reading Group