Simulation of hyperelastic materials in real-time using deep learning
Mendizabal, Andrea, Márquez-Neila, Pablo, Cotin, Stéphane
Published in Medical image analysis (01.01.2020)
Published in Medical image analysis (01.01.2020)
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Journal Article
Supervised machine learning for analysing spectra of exoplanetary atmospheres
Márquez-Neila, Pablo, Fisher, Chloe, Sznitman, Raphael, Heng, Kevin
Published in Nature astronomy (01.09.2018)
Published in Nature astronomy (01.09.2018)
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Journal Article
Müller matrix polarimetry for pancreatic tissue characterization
Sampaio, Paulo, Lopez-Antuña, Maria, Storni, Federico, Wicht, Jonatan, Sökeland, Greta, Wartenberg, Martin, Márquez-Neila, Pablo, Candinas, Daniel, Demory, Brice-Olivier, Perren, Aurel, Sznitman, Raphael
Published in Scientific reports (29.09.2023)
Published in Scientific reports (29.09.2023)
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Journal Article
Real-time camera pose estimation for sports fields
Citraro, Leonardo, Márquez-Neila, Pablo, Savarè, Stefano, Jayaram, Vivek, Dubout, Charles, Renaut, Félix, Hasfura, Andrés, Ben Shitrit, Horesh, Fua, Pascal
Published in Machine vision and applications (01.03.2020)
Published in Machine vision and applications (01.03.2020)
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Journal Article
Unsupervised out-of-distribution detection for safer robotically guided retinal microsurgery
Jungo, Alain, Doorenbos, Lars, Da Col, Tommaso, Beelen, Maarten, Zinkernagel, Martin, Márquez-Neila, Pablo, Sznitman, Raphael
Published in International journal for computer assisted radiology and surgery (01.06.2023)
Published in International journal for computer assisted radiology and surgery (01.06.2023)
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Journal Article
Full or Weak Annotations? An Adaptive Strategy for Budget-Constrained Annotation Campaigns
Tejero, Javier Gamazo, Zinkernagel, Martin S., Wolf, Sebastian, Sznitman, Raphael, Neila, Pablo Marquez
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
Interpreting High-resolution Spectroscopy of Exoplanets using Cross-correlations and Supervised Machine Learning
Fisher, Chloe, Hoeijmakers, H. Jens, Kitzmann, Daniel, Márquez-Neila, Pablo, Grimm, Simon L., Sznitman, Raphael, Heng, Kevin
Published in The Astronomical journal (01.05.2020)
Published in The Astronomical journal (01.05.2020)
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Journal Article
ulisse: A tool for one-shot sky exploration and its application for detection of active galactic nuclei
Doorenbos, Lars, Torbaniuk, Olena, Cavuoti, Stefano, Paolillo, Maurizio, Longo, Giuseppe, Brescia, Massimo, Sznitman, Raphael, Márquez-Neila, Pablo
Published in Astronomy and astrophysics (Berlin) (01.10.2022)
Published in Astronomy and astrophysics (Berlin) (01.10.2022)
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Journal Article
Morphological snakes
Álvarez, Luis, Baumela, Luis, Henríquez, Pedro, Márquez-Neila, Pablo
Published in 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (01.06.2010)
Published in 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (01.06.2010)
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Conference Proceeding
Expert-level Automated Biomarker Identification in Optical Coherence Tomography Scans
Kurmann, Thomas, Yu, Siqing, Márquez-Neila, Pablo, Ebneter, Andreas, Zinkernagel, Martin, Munk, Marion R., Wolf, Sebastian, Sznitman, Raphael
Published in Scientific reports (19.09.2019)
Published in Scientific reports (19.09.2019)
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Journal Article
Patient-attentive sequential strategy for perimetry-based visual field acquisition
Kucur, Şerife Seda, Márquez-Neila, Pablo, Abegg, Mathias, Sznitman, Raphael
Published in Medical image analysis (01.05.2019)
Published in Medical image analysis (01.05.2019)
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Journal Article
Supervised Machine Learning for Intercomparison of Model Grids of Brown Dwarfs: Application to GJ 570D and the Epsilon Indi B Binary System
Oreshenko, Maria, Kitzmann, Daniel, Márquez-Neila, Pablo, Malik, Matej, Bowler, Brendan P., Burgasser, Adam J., Sznitman, Raphael, Fisher, Chloe E., Heng, Kevin
Published in The Astronomical journal (01.01.2020)
Published in The Astronomical journal (01.01.2020)
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Journal Article
Information Content of JWST NIRSpec Transmission Spectra of Warm Neptunes
Guzmán-Mesa, Andrea, Kitzmann, Daniel, Fisher, Chloe, Burgasser, Adam J., Hoeijmakers, H. Jens, Márquez-Neila, Pablo, Grimm, Simon L., Mandell, Avi M., Sznitman, Raphael, Heng, Kevin
Published in The Astronomical journal (01.07.2020)
Published in The Astronomical journal (01.07.2020)
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Journal Article