Data Intelligence Institute of Paris

 

The Data Intelligence Institute of Paris (diiP) completed its lifecycle in December 2024. These pages remain active in order to give easy access to all the material produced and gathered during the previous years; most notably to the Distinguished Lectures, as well as to the Seminars and Hands-On Workshops organized by diiP on data science introductory and advanced topics (in the menu, under “Events”).

The Data Intelligence Institute of Paris (diiP) is an interdisciplinary initiative of Université Paris Cité. It is a laboratory that fosters and supports the emergence of interdisciplinary practices around data science and data intelligence. It gathers researchers from formal sciences, physical sciences, life sciences and social sciences.

“The mission of diiP is to foster a new wave of scientific discoveries by enabling scientists and practitioners to make sense of their large and complex data, and achieve breakthroughs that would not otherwise be possible.”

Prof. Themis Palpanas

Director of diiP

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diiP Projects

PhD Scholarships

 

Several PhD Scholarships (supported by the ANR Data Intensive Artificial Intelligence -DIAI- project) will be offered by diiP (starting on academic year 2021-2022) for students working on interdisciplnary projects on topics related to data intensive artificial intelligence.

Strategic projects

 

The diiP institute will host and partly finance a small number of interdisciplinary Strategic Projects, of duration up to 12 months each, with the goal to contribute to both the analysis and implementation aspects.

Master’s Internships

 

The diiP institute will organize and finance several six-month Masters students Internship Projects on data science, in connection to interdisciplinary collaborations.

Metamorphoses and optimal transport for the multimodal registration of brain tumor images

2021 PhD/ DIAI Projects @ED386PhD studentGuillaume Serieys (MAP5, Université Paris Cité, CNRS) SupervisorJoan Alexis Glaunès  Project Summary   Medical imaging often involves nonlinear space-valued images, where pixel or voxel values belong to more complex...

Dark energy studies with the Vera Rubin observatory LSST & Euclid-developing a combined cosmic shear analysis with bayesian neural networks

2021PhD/ DIAI Projects@ED 560 : Sciences de la Terre et de l’Environnement et Physique de l’Univers de Paris (STEP'UP) PhD studentJustine ZEGHAL (AstroParticule & Cosmologie, UPC) SupervisorsEric AUBOURG (APC, UPCAlexandre BOUCAUD (APC, UPC)Cécile ROUCELLE (APC,...

Deep learning for estimating gas concentration maps from satellite or airborne hyperspectral images

2024 Master's Projects@Mathematics/Statistics #hyperspectral imaging#atmospheric monitoring#earth observation#deep learning  Project Summaryto be updated. Andrés Almansaandres.almansa@parisdescartes.fr- Research Director at CNR Projects in the same discipline

Machine Learning for Photometric redshift estimation of LSST galaxies

2023Masters Projects@Physics & Astronomy +Computer Science+Mathematics/Statistics #machine learning#convolutional networks#astrophysics  Project Summaryto be updated. Simona Mei Projects in the same discipline

Semantic coherence integration for optimizing imaging retrieval systems in radiology

2023Strategic Projects@Computer Science +Medicine #medical imaging#computer vision#content-based image retrieval#deep learning#feature extraction#metric or ranking learning  Project Summaryto be updated. Florence Cloppet Projects in the same discipline

Inferring cultural transmission of reproductive success through machine learning methods

2021Masters Projects@Biology +Computer Science+Mathematics/Statistics+History #Bioinformatics#Population Genomics#High computationnal statstical methods#Population history  Project SummaryCultural transmission of reproductive success has been observed in many human...

Influence of blood pressure and aqueous humor dynamics on the response to glaucoma medication: a data-driven computational study

2021Masters Projects@Mathematics and Statistics +Computer Science+Mathematics/Statistics+Engineering+Medicine #data-driven computational study#mathematical modeling#glaucoma#enhanced data set  Project SummaryIntraocular pressure (IOP) is the pressure created by the...

Autoimmunity/inflammation Through RNAseq Analysis at the single Cell level for Therapeutic Innovation – ATRACTion

2021Strategic Projects@Medicine +Computer Science+Biology #Single Cell#Omics#Data Integration#Primary Immune Deficiencies#Personalized Medicine  Project SummaryPrimary Immune Deficiencies (PIDs) comprise different monogenic diseases related to developmental or...

EStimation of Pollutant Emissions from REmote sensing data and deep Learning (ESPEREL)

2024 Strategic Projects@Chemistry #simulated bodies #amortised inferences #inductive bias #fetus #MRI Project Summary Air pollution is the biggest environmental risk to health, which highlights the need for effective estimation of pollutant emissions. Improvements in...

Investigating Diffusion Models for Astronomical Image Deconvolution – boosting the synergy between Euclid and LSST

2024 Master's Projects@Physics/Astronomy #diffusion models #image processing #deconvolution   🎉This project has been accepted at the ML4Physics workshop at NeurIPS!Project Summary This project tackles the problem of deconvolving astronomical images to uncover the...