Highlights

9:55

Emulating the energy distribution in the Universe

Mischa KnabenhansAMLD EPFL 2020

11:52

Supervised Machine Learning for Exoplanet Atmospheric Retrieval

Chloe FischerAMLD EPFL 2020

14:09

Guidance And Control Networks: from perception to optimal action

Dario IzzoAMLD EPFL 2020

26:21

Teaching Machine to analyze cosmological dataset from space

Shirley HoAMLD EPFL 2020

10:37

Detecting Convective Clouds in Geostationary Satellite data with Convolutional Neural Networks

William ClemensAMLD EPFL 2020

16:01

Low-shot learning for detection and mapping in Earth observation imagery

Frank de MorsierAMLD EPFL 2020

22:38

Geospatial computer vision

Devis TuiaAMLD EPFL 2020

30:48

Applying AI to Advancing Space

Marcus MärtensAMLD EPFL 2020

5:59

Welcome and introduction

AMLD EPFL 2020

12:54

Data-driven emulation of planetary-scale collisions

Miles TimpeAMLD EPFL 2020

19:25

Topological adventures in machine learning

Kathryn Hess BellwaldAMLD EPFL 2020

19:20

Geometric and Topological Data Analysis for Materials Discovery

Vitaliy KurlinAMLD EPFL 2020

9:54

Closing remarks

Umberto LupoAMLD EPFL 2020

26:36

Learning linear representation of persistence diagrams: some mathematical aspects and applications

Frédéric ChazalAMLD EPFL 2020

23:20

Poking holes in your vision models

Irina Vidal MigallónAMLD EPFL 2020

56:14

AI for good (and not for bad! :-)

Max TegmarkAMLD EPFL 2020

20:32

The impact of Simulation on advances in Reinforcement Learning

Danny LangeAMLD EPFL 2020

44:08

AlphaFold: Improved protein structure prediction using potentials from deep learning

Andrew SeniorAMLD EPFL 2020