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13:30
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Overview Talks
-Prof.
Tobias Golling
(University of Geneva)
(until 16:00)
()
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13:30
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Welcome
- Prof.
Jérôme Lacour
()
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13:32
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Welcome
-
Tobias Golling
(University of Geneva)
()
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13:40
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AI & DPNC
- Prof.
Tobias Golling
(University of Geneva)
()
|
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14:00
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Information-theoretic imaging and classification
-
Slava Voloshynovskiy
(UniGE)
()
|
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14:20
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AI & DQMP
-
Patrycja Paruch
()
|
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14:40
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AI & Astro
-
Nathan Hara
()
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15:00
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Machine learning and deep learning based simulation proxies
-
François Fleuret
(University of Geneva)
()
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15:20
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AI & GAP
-
Jean-Pierre Wolf
()
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15:40
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AI & Theory
-
Benjamin Bose
()
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16:00
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Poster & Deluxe Sandwich Session
(until 18:00)
()
|
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16:00
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ML in ATLAS
-
Manuel Guth
(Université de Genève)
Johnny Raine
(Universite de Geneve (CH))
()
|
|
16:01
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Generation of data on discontinuous manifolds via continuous stochastic non-invertible networks
-
Mariia Drozdova
(Universite de Geneve (CH))
()
|
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16:02
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Transformers and Graph Neural Networks
-
Daniele Paliotta
(UniGe)
()
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16:03
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Deep learning applied to X-ray tomography as a new tool to analyse internal properties of superconductive wires
-
Tommaso Bagni
(University of Geneva)
()
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16:04
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Variable object classification for the third Gaia Data Release (DR3)
-
Berry Holl
(University of Geneva, Geneva Observatory)
()
|
|
16:05
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Neural networks for electron identification with DAMPE
-
David Droz
(University of Geneva)
()
|
|
16:06
|
Solving ttbar Combinatorics Using Graph Neural Networks
-
Lukas Ehrke
()
|
|
16:07
|
Jet Flavour tagging
-
Dimitri Moulin
(Université de Genève)
Tomke Schröer
()
|
|
16:08
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Novel functionalities at twin domain crossings
-
Kumara Cordero-Edwards
(DQMP, University of Geneva)
()
|
|
16:09
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Hystorian: A Processing Tool for Scanning Probe Microscopy and Other n-Dimensional Datasets
-
Loïc Musy
(University of Geneva)
Ralph Bulanadi
(University of Geneva)
()
|
|
16:10
|
Finding gravitational wave signals from binary black hole collisions with convolutional neural networks
-
Simone Bavera
(University of Geneva)
()
|
|
16:11
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Full LST-1 data reconstruction with the use of convolutional neural networks
-
Etienne Lyard
(University of Geneva - Department of Astronomy)
Jakub Jurysek
(University of Geneva - Department of Astronomy)
()
|
|
16:12
|
AI-based downy and powdery mildew detection in microscopy and holography in vines
- Mrs
Tessa Basso
(GAP)
Michael Tran
()
|
|
16:13
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Priming PCA with EigenGame
-
Bálint Máté
(UNIGE)
()
|
|
16:14
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Local and correlated studies of humidity-mediated ferroelectric thin film surface charge dynamics
-
Iaroslav Gaponenko
(DQMP, University of Geneva)
()
|
|
16:15
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Machine learning applied to Gamma Ray Astronomy
-
Matthieu Heller
(DPNC - Université de Genève)
()
|
|
16:16
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Faster Calorimeter Simulation
-
Atul Kumar Sinha
(UNIGE)
()
|
|
16:17
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Draw the CURTAINs, Funnel, DREAM
-
Samuel Klein
()
|
|
16:18
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Autoencoding star formation from cosmological parameters
- Mr
Benjamin Hertzsch
(ETH Zurich)
()
|
|
16:19
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Estimating physical properties of galaxies using deep learning
-
Omkar Bait
(Observatory of Geneva)
()
|
|
16:20
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ML Roulette for Track Overlay in ATLAS
-
Debajyoti Sengupta
(Universite de Geneve (CH))
()
|
|
16:21
|
Graph Network Autoencoder for Jets
-
Matthew Leigh
(University of Geneva)
()
|
|
16:22
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Information-theoretic stochastic contrastive conditional GAN for physical data generation
-
Vitaliy Kinakh
()
|
|
16:23
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Turbo-Sim: a generalised generative model with a physical latent space
-
Guillaume Quétant
(University of Geneva (CH))
()
|
|
16:24
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Preprocessing solar spectra with a variational autoencoder to obtain the optimal dataset for solar flare prediction
-
Jonas Zbinden
(Université de Genève)
()
|
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16:25
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Gaia the 2 billion-star mission
-
Berry Holl
(University of Geneva, Geneva Observatory)
()
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