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Wednesday, October 20, 2021
›
15:00
16:00
17:00
18:00
19:00
›15:00 (1h)
Review
› Henri Mineur amphitheater / Plenary online session
15:00 - 16:00 (1h)
Review
Henri Mineur amphitheater / Plenary online session
›
Review on generative models in Machine Learning
- Gilles Loupe, Universite de Liege
15:00-16:00 (1h)
›16:00 (20min)
Break
› Breakout rooms
16:00 - 16:20 (20min)
Break
Breakout rooms
›16:20 (20min)
Flash talk
› Henri Mineur amphitheater / Plenary online session
16:20 - 16:40 (20min)
Flash talk
Henri Mineur amphitheater / Plenary online session
›
Studying Morphology & Quenching of Galaxies in the All Sky-Era using Interpretable Bayesian Convolutional Neural Networks
- Aritra Ghosh, Yale University
16:20-16:24 (04min)
›
Emulating the void density profile and the void-size function
- Giorgia Pollina, Universitäts-Sternwarte, Ludwig-Maximilians Universität München
16:28-16:32 (04min)
›
Pix2Prof: fast extraction of sequential information from galaxy imagery via a deep natural language 'captioning' model
-
16:32-16:36 (04min)
›
Bayesian Inference Acceleration: a Deep Learning Approach
- Marco Bonici, Istituto di Astrofisica Spaziale e Fisica Cosmica - Milano
16:36-16:40 (04min)
›16:40 (1h)
Contributed
› Henri Mineur amphitheater / Plenary online session
16:40 - 17:40 (1h)
Contributed
Henri Mineur amphitheater / Plenary online session
›
CosmicRIM : Reconstructing Early Universe by Combining Differentiable Simulations with Recurrent Inference Machines
- Chirag Modi, Flatiron Institute
16:40-16:55 (15min)
›
Bridging the gap between simulations and survey data - domain adaptation for deep learning in astronomy
- Aleksandra Ciprijanovic, Fermi National Accelerator Laboratory
16:55-17:10 (15min)
›
Stratified Learning: A general-purpose method for learning under covariate shift with applications to observational cosmology
- Roberto Trotta, Department of Physics [Imperial College London], Scuola Internazionale Superiore di Studi Avanzati / International School for Advanced Studies
17:10-17:25 (15min)
›
Neural spectrum encoding
- Peter Melchior, Princeton University
17:25-17:40 (15min)
›17:40 (20min)
Coffee break
› Breakout rooms
17:40 - 18:00 (20min)
Coffee break
Breakout rooms
›18:00 (1h30)
Debate
› Henri Mineur amphitheater / Plenary online session
18:00 - 19:30 (1h30)
Debate
Henri Mineur amphitheater / Plenary online session
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Henri Mineur amphitheater / Plenary online session
