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Ardizzone, Lynton
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1

Exoplanet characterization using conditional invertible neu..:

Haldemann, Jonas ; Ksoll, Victor ; Walter, Daniel...
Astronomy & Astrophysics.  672 (2023)  - p. A180 , 2023
Link: https://doi.org/10.1051/..
 
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2

Noise-Net: determining physical properties of H iiregions r..:

Kang, Da Eun ; Klessen, Ralf S ; Ksoll, Victor F...
Monthly Notices of the Royal Astronomical Society.  520 (2023)  4 - p. 4981-5001 , 2023
Link: https://doi.org/10.1093/..
 
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3

Towards Multimodal Depth Estimation from Light Fields:

, In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
Leistner, Titus ; Mackowiak, Radek ; Ardizzone, Lynton.. - p. 12943-12951 , 2022
Link: https://doi.org/10.1109/..
 
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4

Emission-line diagnostics of H ii regions using conditional..:

Kang, Da Eun ; Pellegrini, Eric W ; Ardizzone, Lynton...
Monthly Notices of the Royal Astronomical Society.  512 (2022)  1 - p. 617-647 , 2022
Link: https://doi.org/10.1093/..
 
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5

BayesFlow: Learning Complex Stochastic Models With Invertib..:

Radev, Stefan T. ; Mertens, Ulf K. ; Voss, Andreas..
IEEE Transactions on Neural Networks and Learning Systems.  33 (2022)  4 - p. 1452-1466 , 2022
Link: https://doi.org/10.1109/..
 
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6

Model updating of wind turbine blade cross sections with in..:

Noever‐Castelos, Pablo ; Ardizzone, Lynton ; Balzani, Claudio
Wind Energy.  25 (2021)  3 - p. 573-599 , 2021
Link: https://doi.org/10.1002/..
 
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7

Conditional Invertible Neural Networks for Diverse Image-to..:

, In: Lecture Notes in Computer Science; Pattern Recognition,
Ardizzone, Lynton ; Kruse, Jakob ; Lüth, Carsten... - p. 373-387 , 2021
Link: https://doi.org/10.1007/..
 
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8

Learning Robust Models Using the Principle of Independent C..:

, In: Lecture Notes in Computer Science; Pattern Recognition,
Müller, Jens ; Schmier, Robert ; Ardizzone, Lynton.. - p. 79-110 , 2021
Link: https://doi.org/10.1007/..
 
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9

Invertible Neural Networks for Uncertainty Quantification i..:

, In: Bildverarbeitung für die Medizin 2021; Informatik aktuell,
Nölke, Jan-Hinrich ; Adler, Tim ; Gröhl, Janek... - p. 330-335 , 2021
Link: https://doi.org/10.1007/..
 
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10

Invertible networks or partons to detector and back again:

Bellagente, Marco ; Butter, Anja ; Kasieczka, Gregor...
SciPost Physics.  9 (2020)  5 - p. , 2020
Link: https://doi.org/10.21468..
 
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11

Stellar parameter determination from photometry using inver..:

Ksoll, Victor F ; Ardizzone, Lynton ; Klessen, Ralf...
Monthly Notices of the Royal Astronomical Society.  499 (2020)  4 - p. 5447-5485 , 2020
Link: https://doi.org/10.1093/..
 
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12

Training Invertible Neural Networks as Autoencoders:

, In: Lecture Notes in Computer Science; Pattern Recognition,
Nguyen, The-Gia Leo ; Ardizzone, Lynton ; Köthe, Ullrich - p. 442-455 , 2019
Link: https://doi.org/10.1007/..
 
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13

Out of Distribution Detection for Intra-operative Functiona..:

, In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures; Lecture Notes in Computer Science,
Adler, Tim J. ; Ayala, Leonardo ; Ardizzone, Lynton... - p. 75-82 , 2019
Link: https://doi.org/10.1007/..
 
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14

Uncertainty-aware performance assessment of optical imaging..:

Adler, Tim J. ; Ardizzone, Lynton ; Vemuri, Anant...
International Journal of Computer Assisted Radiology and Surgery.  14 (2019)  6 - p. 997-1007 , 2019
Link: https://doi.org/10.1007/..
 
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15

Versatile, high-power 460 nm laser system for Rydberg excit..:

Arias, Alda ; Helmrich, Stephan ; Schweiger, Christoph...
Optics Express.  25 (2017)  13 - p. 14829 , 2017
Link: https://doi.org/10.1364/..
 
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