| Current teams : | ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MOCAH MoVe NPA PEQUAN PolSys QI RO SMA SYEL |
| Former teams : | ACASA AnimatLab MALIRE MLIA Phare REGAL SALSA SPI SPIRAL Whisper |
| Former research topics : | ANP APA ASIM CALFOR OASIS RP SPI SRC SYSDEF |
- GAINON DE FORSAN DE GABRIAC Clara : “Deep Natural Language Processing for User Representation”, supervision Patrick GALLINARI, defence 12/13/2021.
- DE BEZENAC Emmanuel : “Modeling Physical Processes with Deep Learning: A Dynamical Systems Approach”, supervision Patrick GALLINARI, defence 10/21/2021.
- LAMRAYAH Mehdi :
“Modèles de réseaux de neurones profonds interprétables pour la classification de séries temporelles univariées et multivariées”,
supervision Patrick GALLINARI,
defence 09/02/2021. - VENIAT Tom : “Neural Architecture Search under Budget Constraints”,
supervision Ludovic DENOYER,
defence 07/01/2021.
- CRIBIER-DELANDE Perrine : “Contexts and user modelling through disentangled representations learning”,
supervision Ludovic DENOYER,
defence 04/02/2021.
- BORDES Patrick : “Deep Multimodal Learning for Joint Textual and Visual Reasoning”,
supervision Patrick GALLINARI,
defence 11/26/2020.
- GÉRALD Thomas : “Representation Learning for large scale classification”,
supervision Patrick GALLINARI,
defence 11/17/2020.
- MAZARI Ahmed : “Graph Convolutional Neural Networks and Multiple Kernel Learning for Action Recognition in Videos”,
supervision Hichem SAHBI,
defence 09/22/2020.
- CHEN Yifu : “Deep learning for visual semantic segmentation”,
supervision Matthieu CORD,
defence 09/09/2020.
- CADENE Rémi : “Deep multimodal learning for vision and language processing”, supervision Matthieu CORD, defence 07/08/2020.
- BROOKS Daniel : “Deep Learning and Information Geometry for Time-Series Classification”,
supervision Matthieu CORD,
defence 07/03/2020.
- CHEN Mickael : “Learning with Weak Supervision Using Deep Generative Networks”, supervision Ludovic DENOYER, defence 07/02/2020.
- DELASALLES Edouard : “Inferring and Predicting Dynamic Representations for Structured Temporal Data”,
supervision Ludovic DENOYER,
defence 06/30/2020.
- ENGILBERGE Martin : “Deep multimodal embeddings and grounding”, supervision Matthieu CORD, defence 06/12/2020.
- PAJOT Arthur : “Incorporating Physical Knowledge Into Deep Neural Network”,
supervision Patrick GALLINARI,
defence 12/19/2019.
- DIAS Charles-Emmanuel : “Expliciter le filtrage collaboratif par le traitement automatique des langues”,
supervision Patrick GALLINARI,
defence 12/10/2019.
- LAMPLE Guillaume : “Unsupervised Machine Translation”, supervision Ludovic DENOYER, defence 10/17/2019.
- ZABLOCKI Eloi : “Multimodal machine learning: complementarity of textual and visual contexts”, supervision Patrick GALLINARI, Benjamin PIWOWARSKI, Laure SOULIER, defence 10/14/2019.
- MEHR Eloi : “Unsupervised Learning of 3D Shape Spaces for 3D Modeling”,
supervision Matthieu CORD,
defence 10/10/2019.
- ROBERT Thomas : “Improving ConvNets Latent Representations for Visual Understanding”,
supervision Matthieu CORD,
defence 10/03/2019.
- TONNELIER Emeric : “Apprentissage de représentations pour les traces de mobilité”,
supervision Patrick GALLINARI,
defence 07/11/2019.
- BEN YOUNES Hedi : “Multi-modal representation learning towards visual reasoning”,
supervision Matthieu CORD,
defence 05/20/2019.
- LÉON Aurélia : “Budgeted sequential learning for extreme classification and for the discovery of hierarchy in reinforcement learning”,
supervision Ludovic DENOYER,
defence 05/10/2019.
- CARVALHO Micael : “Deep Representation Spaces”, supervision Matthieu CORD, defence 12/11/2018.
- BLOT Michaël : “Problématiques de modélisation et d'apprentissage par des architectures profondes en vision par ordinateur”,
supervision Matthieu CORD,
defence 11/19/2018.
- ZHENG Wenjie : “A Distributed Frank–Wolfe Framework for Trace Norm Minimization via the Bulk Synchronous Parallel Model”, supervision Patrick GALLINARI, defence 06/13/2018.
- DOS SANTOS Ludovic : “Representation Learning for Relational Data”, supervision Patrick GALLINARI, defence 12/13/2017.
- GUARDIA SEBAOUN Elie : “Personnalized access to information : taking the user's dynamic into account”, supervision Patrick GALLINARI, defence 11/27/2017.
- ZIAT Ali : “Apprentissage de représentation pour la prédiction et la classification de séries temporelles”,
supervision Ludovic DENOYER,
defence 10/16/2017.
- WANG Xin : “Gaze-Based Weakly Supervised Localization for Image Classification: Application to Visual Recognition in a Food Dataset”, supervision Matthieu CORD, defence 09/29/2017.
- DURAND Thibaut : “Weakly Supervised Learning for Visual Recognition”,
supervision Matthieu CORD,
defence 09/20/2017.
- CONTARDO Gabriella : “Machine learning under budget constraints”, supervision Ludovic DENOYER, defence 07/10/2017.
- GISSELBRECHT Thibault : “Bandit algorithms for real time data capture on social media”,
supervision Patrick GALLINARI,
defence 03/24/2017.
- CHEVALIER Marion : “Détection et reconnaissance de cibles en imagerie optronique”,
supervision Matthieu CORD,
defence 12/02/2016.
- BOURIGAULT Simon : “Apprentissage de la dynamique de propagation d'info dans les réseaux sociaux”,
supervision Patrick GALLINARI,
defence 11/10/2016.
- PUGET Raphaël : “Etude de la classification dans un très grand nombre de catégories”,
supervision Patrick GALLINARI,
defence 07/04/2016.
- GAUTHIER Luc-Aurélien : “Inference of signed links in social networks, by learning from user interactions”,
supervision Patrick GALLINARI,
defence 12/02/2015.
- LE BARZ Cédric : “Visual autonomous navigation for small unmanned aerial vehicles”,
supervision Matthieu CORD,
defence 06/30/2015.
- MAAG Maria : “Automatic Learning of Anonymization Functions for Graphs and Dynamic Graphs”,
supervision Patrick GALLINARI,
defence 04/08/2015.
- POUSSEVIN Mickaël : “Representation Learning of User-generated Data”,
supervision Patrick GALLINARI,
defence 01/21/2015.
- LAW Marc : “Distance metric learning for image and webpage comparison”,
supervision Matthieu CORD,
defence 01/20/2015.
- RADENEN Mathieu : “Markovian Contextual Models”,
supervision Thierry ARTIÈRES,
defence 09/30/2014.
- CISSE Mouhamadou Moustapha : “Efficient Extreme Classification”, supervision Thierry ARTIÈRES, defence 07/25/2014.
- DULAC-ARNOLD Gabriel : “A General Sequential Model for Constrained Classification”, supervision Patrick GALLINARI, defence 02/07/2014.
- RAFRAFI Abdelhalim : “Sentiment classification on the Web 2.0”,
supervision Patrick GALLINARI,
defence 12/20/2013.
- VINEL Antoine : “Conditional Random Fields for sequence labeling”,
supervision Thierry ARTIÈRES,
defence 12/02/2013.
- PRADEL Bruno : “Offline Evaluation of recommender systems”,
supervision Patrick GALLINARI,
defence 10/02/2013.
- FAKERI TABRIZI Ali : “Semi-supervised Multi-view Learning: An Application to Image Annotation and Multi-lingual Document Classification”,
supervision Patrick GALLINARI,
defence 09/30/2013.
- PITZALIS Denis : “3D and semantic web: new tools to document artifacts and to explore cultural heritage collections”,
supervision Matthieu CORD,
defence 09/30/2013.
- JACOB Yann : “Classification in heterogeneous and multi-relational graphs: application to social networks”,
supervision Patrick GALLINARI,
defence 09/20/2013.
- CALAUZENES Clément : “On the Consistency of Convex Surrogate Formulations for Ranking”, supervision Patrick GALLINARI, defence 07/19/2013.
- GOH Hanlin : “Learning Deep Visual Representations”, supervision Matthieu CORD, defence 07/12/2013.
- SOULLARD Yann : “Statistical learning for classification and detection of chart patterns”,
supervision Thierry ARTIÈRES,
defence 07/09/2013.
- AVILA Sandra : “Extended Bag-of-Words Formalism for Image Classification”,
supervision Matthieu CORD,
defence 06/14/2013.
- BUFFONI David : “Learning-to-Rank consistent surrogates for Information Retrieval tasks”, supervision Patrick GALLINARI, defence 10/04/2012.