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Aurélien Lucchi

swiss federal institutes of technology domain

28H-index
164Paper Count
1.3WCitation Count
Published Papers 10
Publication Date
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The power of quantum neural networks
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2021-06-24
err370
errOAAI
errAbbas, Amira; Sutter, David; Zoufal, Christa; Lucchi, Aurelien; Figalli, Alessio; Woerner, Stefan
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Emulation of Cosmological Mass Maps with Conditional Generative Adversarial Networks
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2021-06-04
err4
errOAAI
errPerraudin, Nathanael; Marcon, Sandro; Lucchi, Aurelien; Kacprzak, Tomasz
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errSave
Variational quantum Boltzmann machines
errQUANTUM MACHINE INTELLIGENCE
IF4.4
err2021-02-22
err53
errOAAI
errZoufal, Christa; Lucchi, Aurelien; Woerner, Stefan
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errSave
A machine learning-based surrogate model to approximate optimal building retrofit solutions
errAPPLIED ENERGY
IF11
err2021-01-01
err53
errOAAI
errThrampoulidis, Emmanouil; Mavromatidis, Georgios; Lucchi, Aurelien; Orehounig, Kristina
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A convolutional neural network for classifying cloud particles recorded by imaging probes
errATMOSPHERIC MEASUREMENT TECHNIQUES
IF3.3
err2020-05-08
err32
errOAAI
errTouloupas, Georgios; Lauber, Annika; Henneberger, Jan; Beck, Alexander; Lucchi, Aurelien
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errSave
Quantum Generative Adversarial Networks for learning and loading random distributions
errNPJ QUANTUM INFORMATION
IF8.3
err2019-11-22
err288
errOAAI
errZoufal, Christa; Lucchi, Aurelien; Woerner, Stefan
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errSave
Fast point spread function modeling with deep learning
errJOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS
IF5.9
err2018-07-24
err42
errOAAI
errHerbel, Joerg; Kacprzak, Tomasz; Amara, Adam; Refregier, Alexandre; Lucchi, Aurelien
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Learning Aerial Image Segmentation From Online Maps
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2017-11-01
err239
errOAAI
errKaiser, Pascal; Wegner, Jan Dirk; Lucchi, Aurelien; Jaggi, Martin; Hofmann, Thomas; Schindler, Konrad
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Learning Structured Models for Segmentation of 2-D and 3-D Imagery
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2015-05-01
err25
errOAAI
errLucchi, Aurelien; Marquez-Neila, Pablo; Becker, Carlos; Li, Yunpeng; Smith, Kevin; Knott, Graham; Fua, Pascal
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Supervoxel-Based Segmentation of Mitochondria in EM Image Stacks With Learned Shape Features
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2012-02-01
err201
errOAAI
errLucchi, Aurelien; Smith, Kevin; Achanta, Radhakrishna; Knott, Graham; Fua, Pascal
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errSave

Research Directions

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Co-authors
Cooperation Journals
P
Pascal Fua
H-index: 98 · Papers: 764
G
Graham Knott
H-index: 62 · Papers: 257
A
Alexandre Réfrégier
H-index: 61 · Papers: 312
A
A. Amara
H-index: 53 · Papers: 318
J
Jan Dirk Wegner
H-index: 46 · Papers: 308
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