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