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Foula Vagena – Generative Models

Foula Vagena – Generative Models

Oct 24, 2024 | 2022, diiP, Seminars + Hands-On Workshops

Foula VagenaApril 13, 4 PMonline (zoom)   Abstract Generative modeling is a field in machine learning that involves automatically discovering and learning regularities or patterns in the data in such a way that the ML model can generate or output new examples...
Shen Liang – Deep Domain Adaptation and Generalization

Shen Liang – Deep Domain Adaptation and Generalization

Oct 24, 2024 | 2022, diiP, Seminars + Hands-On Workshops

Shen LiangOctober 19, 4 PM (Central Eastern Time)online (zoom)     Follow Dr Shen Liang(Université Paris Cité, diiP)Shen Liang is a research associate at the Data Intelligence Institute of Paris (diiP) and affiliated with the Université Paris Cité. He has...
Eamonn Keogh – Finding Approximately Repeated Patterns in Time Series: The most Useful, and yet most Underutilized Primitive in Time Series Analytics

Eamonn Keogh – Finding Approximately Repeated Patterns in Time Series: The most Useful, and yet most Underutilized Primitive in Time Series Analytics

Oct 23, 2024 | 2022, diiP, Distinguished Lectures

Eamonn Keogh February 2, 2022, at 4 PM Online (Zoom)   Abstract   Time series data mining is the task of finding patterns, regularities, and outliers in massive datasets. Given the ubiquity of time series in medicine, science, and industry, time series data...
Christopher Messenger – Outsourcing astrophysics data analysis to the real experts

Christopher Messenger – Outsourcing astrophysics data analysis to the real experts

Oct 23, 2024 | 2022, diiP, Distinguished Lectures

Christopher Messenger April 6, 2022, at 4 PM  Online (Zoom)   Abstract   As gravitational wave astrophysicists we find ourselves on the rising wave of machine learning sweeping through the physical sciences. In the past ~5 years many of us have embraced the...
Jean-François Masson – Surface enhanced Raman scattering (SERS) sensors: combining machine learning and nanosciences

Jean-François Masson – Surface enhanced Raman scattering (SERS) sensors: combining machine learning and nanosciences

Oct 23, 2024 | 2022, diiP, Distinguished Lectures

Jean-François Masson May 4, 2022, at 4 PM Online (Zoom)   Abstract   SERS and Raman spectroscopy yields large data sets with information-rich spectra. Classical linear methods are limited, especially for SERS spectra of single molecules, where the spectra...
Metamorphoses and optimal transport for the multimodal registration of brain tumor images

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

Oct 22, 2024 | 2022, DIAI, diiP

2021 PhD/ DIAI Projects @ED386 PhD 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...
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