Miscellaneous

Home
Teaching
Research
Publications
Miscellaneous

• 2 phd positions starting in automn 2020 on AHEAD project :
  • 3D medical image segmentation
  • Deep retrieval
• Post-doc, Deeplomatics project: multi-modal object detection and tracking.

• 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

• [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 & HdR Committees
2020

32. 25/06/20: H. Ding, "Scene Parsing with Deep Neural Networks" (Reviewer), with H. Yang (Univ. Alberta), Y. K. Hui (NTU), J. Xudong (NTU).
33. 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
34. 11/06/20: V. Tschannen, "Deep Learning for Seismic Data Processing and Interpretation" (Reviewer), with A. Ribodetti, E. Stutzmann, A. Rabaute, H. Chauris, M. Delescluse, N. J. Keuper, N. Ettrich

2019

29. 19/12/19: A. Pajot, "Incorporating Physical Knowlegde Into Deep Neural Network" (Examiner), with E. Mémin, F. Fleuret, E. Szekely, G. Biau, P. Gallinari
30. 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
31. 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
32. 02/12/19: S. Bonnet, "Contributions expérimentales et théoriques en ingénierie biomédicale" (Reviewer), with T. Papadopoulo, F. Wallois, C. Jutten, G. Carault, D. Vray
33. 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
34. 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
35. 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
36. 24/06/19: C. Pinard, "Apprentissage robuste d'une carte de profondeur pour l'évitement d'obstacle dans le cas des cameras volantes, monoculaires et stabilisées" (Reviewer), with P. Pérez, Y. Gousseau, P. Monasse, L. Chevalley, A. Manzanera, D. Fillat
37. 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
38. 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

19. 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
20. 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
21. 11/12/18: 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
22. 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
23. 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
24. 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
25. 16/07/18: Q. Angermann, "real-time polype detection in videos" (Reviewer), with C. Petitjean, M. Paindavoine, D. Lingrand, O. Romain, A. Histache
26. 27/02/18: A. Sors, "Deep Learning for EEG Analysis" (Reviewer), with M. Vanputten, A. Rosseti, L. Vercueil, J.F. Payen, S. Bonnet

2017

11. 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
12. 04/12/17: S. Lopez, "Gaze-Based Image Classificationn" (Reviewer), with J. Benois-Pineau, E. Izquierdo, B. Merialdo, D. Lingrand, A. Revel , F. Precioso.
13. 09/11/17: Y. Lu, "Transfer Learning for Image Classification" (Reviewer), with K. Mikolajczyk, N. Vincent, A. Habrard, A. Saidi, L. Chen,
14. 03/10/17: J. Fellus "Distributed (Gossip) Machine Learning" (Examiner) , with F. Precioso, A. Rakotomamonjy, F. Bach, E. Dupraz, D. Picard, P.H. Gosselin.

2016

7. 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
8. 17/11/16: S. Chan "Deep Dictionnary Learning" (Reviewer), GIPSA-Grenoble, with S. Canu, A. Baskurt, D. Pellerin, M. Rombault
9. 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. 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
11. 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
12. 11/02/16: S. Berlemont"Deep Metric Learning" (Examiner), Orange Labs Grenoble, with M. Paindavoine, T. Chateau, D. Pellerin, S. Duffner, C. Garcia

2013

1. 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