MLIA - Thesis

Current teams :	ACASA ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MLIA MOCAH MoVe NPA PEQUAN Phare PolSys QI RO SMA SYEL
Former teams :	SALSA SPIRAL AnimatLab MALIRE SPI Whisper REGAL
Former research topics :	ANP APA ASIM CALFOR OASIS RP SPI SRC SYSDEF

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.
MORDAN Taylor : “Apprentissage d'architectures profondes pour la détection et la reconnaissance de cibles en imagerie optronique”, supervision Matthieu CORD, defence 11/20/2018.
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.
PITZALIS Denis : “3D and semantic web: new tools to document artifacts and to explore cultural heritage collections”, supervision Matthieu CORD, defence 09/30/2013.
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.
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.