现有科研组 : | 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 |
以前研究课题 : | ANP APA ASIM CALFOR OASIS RP SPI SRC SYSDEF |
- SCIALOM Thomas : “Natural Language Generation with Reinforcement Learning”, 责任导师 Patrick GALLINARI, 答辩 2022-7-6.
- SIMON Etienne : “Deep Learning for Natural Language Understanding”, 责任导师 Vincent GUIGUE, 答辩 2022-7-5.
- GRARI Vincent : “Fair machine learning”, 责任导师 Marcin DETYNIECKI, 答辩 2022-6-22.
- FRANCESCHI Jean-Yves : “Representation Learning and Deep Generative Modeling in Dynamical Systems”, 责任导师 Patrick GALLINARI, 答辩 2022-2-14.
- GAINON DE FORSAN DE GABRIAC Clara : “Deep Natural Language Processing for User Representation”, 责任导师 Patrick GALLINARI, 答辩 2021-12-13.
- DE BEZENAC Emmanuel : “Modeling Physical Processes with Deep Learning: A Dynamical Systems Approach”, 责任导师 Patrick GALLINARI, 答辩 2021-10-21.
- LAMRAYAH Mehdi : “Modèles de réseaux de neurones profonds interprétables pour la classification de séries temporelles univariées et multivariées”, 责任导师 Patrick GALLINARI, 答辩 2021-9-2.
- VENIAT Tom : “Neural Architecture Search under Budget Constraints”, 责任导师 Ludovic DENOYER, 答辩 2021-7-1.
- CRIBIER-DELANDE Perrine : “Contexts and user modelling through disentangled representations learning”, 责任导师 Ludovic DENOYER, 答辩 2021-4-2.
- BORDES Patrick : “Deep Multimodal Learning for Joint Textual and Visual Reasoning”, 责任导师 Patrick GALLINARI, 答辩 2020-11-26.
- GÉRALD Thomas : “Representation Learning for large scale classification”, 责任导师 Patrick GALLINARI, 答辩 2020-11-17.
- MAZARI Ahmed : “Graph Convolutional Neural Networks and Multiple Kernel Learning for Action Recognition in Videos”, 责任导师 Hichem SAHBI, 答辩 2020-9-22.
- CHEN Yifu : “Deep learning for visual semantic segmentation”, 责任导师 Matthieu CORD, 答辩 2020-9-9.
- CADENE Rémi : “Deep multimodal learning for vision and language processing”, 责任导师 Matthieu CORD, 答辩 2020-7-8.
- BROOKS Daniel : “Deep Learning and Information Geometry for Time-Series Classification”, 责任导师 Matthieu CORD, 答辩 2020-7-3.
- CHEN Mickael : “Learning with Weak Supervision Using Deep Generative Networks”, 责任导师 Ludovic DENOYER, 答辩 2020-7-2.
- DELASALLES Edouard : “Inferring and Predicting Dynamic Representations for Structured Temporal Data”, 责任导师 Ludovic DENOYER, 答辩 2020-6-30.
- ENGILBERGE Martin : “Deep multimodal embeddings and grounding”, 责任导师 Matthieu CORD, 答辩 2020-6-12.
- PAJOT Arthur : “Incorporating Physical Knowledge Into Deep Neural Network”, 责任导师 Patrick GALLINARI, 答辩 2019-12-19.
- DIAS Charles-Emmanuel : “Expliciter le filtrage collaboratif par le traitement automatique des langues”, 责任导师 Patrick GALLINARI, 答辩 2019-12-10.
- LAMPLE Guillaume : “Unsupervised Machine Translation”, 责任导师 Ludovic DENOYER, 答辩 2019-10-17.
- ZABLOCKI Eloi : “Multimodal machine learning: complementarity of textual and visual contexts”, 责任导师 Patrick GALLINARI, Benjamin PIWOWARSKI, Laure SOULIER, 答辩 2019-10-14.
- MEHR Eloi : “Unsupervised Learning of 3D Shape Spaces for 3D Modeling”, 责任导师 Matthieu CORD, 答辩 2019-10-10.
- ROBERT Thomas : “Improving ConvNets Latent Representations for Visual Understanding”, 责任导师 Matthieu CORD, 答辩 2019-10-3.
- TONNELIER Emeric : “Apprentissage de représentations pour les traces de mobilité”, 责任导师 Patrick GALLINARI, 答辩 2019-7-11.
- BEN YOUNES Hedi : “Multi-modal representation learning towards visual reasoning”, 责任导师 Matthieu CORD, 答辩 2019-5-20.
- LÉON Aurélia : “Budgeted sequential learning for extreme classification and for the discovery of hierarchy in reinforcement learning”, 责任导师 Ludovic DENOYER, 答辩 2019-5-10.
- CARVALHO Micael : “Deep Representation Spaces”, 责任导师 Matthieu CORD, 答辩 2018-12-11.
- BLOT Michaël : “Problématiques de modélisation et d'apprentissage par des architectures profondes en vision par ordinateur”, 责任导师 Matthieu CORD, 答辩 2018-11-19.
- ZHENG Wenjie : “A Distributed Frank–Wolfe Framework for Trace Norm Minimization via the Bulk Synchronous Parallel Model”, 责任导师 Patrick GALLINARI, 答辩 2018-6-13.
- DOS SANTOS Ludovic : “Representation Learning for Relational Data”, 责任导师 Patrick GALLINARI, 答辩 2017-12-13.
- GUARDIA SEBAOUN Elie : “Personnalized access to information : taking the user's dynamic into account”, 责任导师 Patrick GALLINARI, 答辩 2017-11-27.
- ZIAT Ali : “Apprentissage de représentation pour la prédiction et la classification de séries temporelles”, 责任导师 Ludovic DENOYER, 答辩 2017-10-16.
- WANG Xin : “Gaze-Based Weakly Supervised Localization for Image Classification: Application to Visual Recognition in a Food Dataset”, 责任导师 Matthieu CORD, 答辩 2017-9-29.
- DURAND Thibaut : “Weakly Supervised Learning for Visual Recognition”, 责任导师 Matthieu CORD, 答辩 2017-9-20.
- CONTARDO Gabriella : “Machine learning under budget constraints”, 责任导师 Ludovic DENOYER, 答辩 2017-7-10.
- GISSELBRECHT Thibault : “Bandit algorithms for real time data capture on social media”, 责任导师 Patrick GALLINARI, 答辩 2017-3-24.
- CHEVALIER Marion : “Détection et reconnaissance de cibles en imagerie optronique”, 责任导师 Matthieu CORD, 答辩 2016-12-2.
- BOURIGAULT Simon : “Apprentissage de la dynamique de propagation d'info dans les réseaux sociaux”, 责任导师 Patrick GALLINARI, 答辩 2016-11-10.
- PUGET Raphaël : “Etude de la classification dans un très grand nombre de catégories”, 责任导师 Patrick GALLINARI, 答辩 2016-7-4.
- GAUTHIER Luc-Aurélien : “Inference of signed links in social networks, by learning from user interactions”, 责任导师 Patrick GALLINARI, 答辩 2015-12-2.
- LE BARZ Cédric : “Visual autonomous navigation for small unmanned aerial vehicles”, 责任导师 Matthieu CORD, 答辩 2015-6-30.
- MAAG Maria : “Automatic Learning of Anonymization Functions for Graphs and Dynamic Graphs”, 责任导师 Patrick GALLINARI, 答辩 2015-4-8.
- POUSSEVIN Mickaël : “Representation Learning of User-generated Data”, 责任导师 Patrick GALLINARI, 答辩 2015-1-21.
- LAW Marc : “Distance metric learning for image and webpage comparison”, 责任导师 Matthieu CORD, 答辩 2015-1-20.
- RADENEN Mathieu : “Markovian Contextual Models”, 责任导师 Thierry ARTIÈRES, 答辩 2014-9-30.
- CISSE Mouhamadou Moustapha : “Efficient Extreme Classification”, 责任导师 Thierry ARTIÈRES, 答辩 2014-7-25.
- DULAC-ARNOLD Gabriel : “A General Sequential Model for Constrained Classification”, 责任导师 Patrick GALLINARI, 答辩 2014-2-7.
- RAFRAFI Abdelhalim : “Sentiment classification on the Web 2.0”, 责任导师 Patrick GALLINARI, 答辩 2013-12-20.
- VINEL Antoine : “Conditional Random Fields for sequence labeling”, 责任导师 Thierry ARTIÈRES, 答辩 2013-12-2.
- PRADEL Bruno : “Offline Evaluation of recommender systems”, 责任导师 Patrick GALLINARI, 答辩 2013-10-2.
- FAKERI TABRIZI Ali : “Semi-supervised Multi-view Learning: An Application to Image Annotation and Multi-lingual Document Classification”, 责任导师 Patrick GALLINARI, 答辩 2013-9-30.
- PITZALIS Denis : “3D and semantic web: new tools to document artifacts and to explore cultural heritage collections”, 责任导师 Matthieu CORD, 答辩 2013-9-30.
- JACOB Yann : “Classification in heterogeneous and multi-relational graphs: application to social networks”, 责任导师 Patrick GALLINARI, 答辩 2013-9-20.
- CALAUZENES Clément : “On the Consistency of Convex Surrogate Formulations for Ranking”, 责任导师 Patrick GALLINARI, 答辩 2013-7-19.
- GOH Hanlin : “Learning Deep Visual Representations”, 责任导师 Matthieu CORD, 答辩 2013-7-12.
- SOULLARD Yann : “Statistical learning for classification and detection of chart patterns”, 责任导师 Thierry ARTIÈRES, 答辩 2013-7-9.
- AVILA Sandra : “Extended Bag-of-Words Formalism for Image Classification”, 责任导师 Matthieu CORD, 答辩 2013-6-14.
- BUFFONI David : “Learning-to-Rank consistent surrogates for Information Retrieval tasks”, 责任导师 Patrick GALLINARI, 答辩 2012-10-4.