Masked Image Modelling for retinal OCT understanding
Pissas, Theodoros, Márquez-Neila, Pablo, Wolf, Sebastian, Zinkernagel, Martin, Sznitman, Raphael
Year of Publication 23.05.2024
Year of Publication 23.05.2024
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Journal Article
Learning Structured Models for Segmentation of 2-D and 3-D Imagery
Lucchi, Aurelien, Marquez-Neila, Pablo, Becker, Carlos, Li, Yunpeng, Smith, Kevin, Knott, Graham, Fua, Pascal
Published in IEEE transactions on medical imaging (01.05.2015)
Published in IEEE transactions on medical imaging (01.05.2015)
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Journal Article
Galaxy spectroscopy without spectra: Galaxy properties from photometric images with conditional diffusion models
Doorenbos, Lars, Sextl, Eva, Heng, Kevin, Cavuoti, Stefano, Brescia, Massimo, Torbaniuk, Olena, Longo, Giuseppe, Sznitman, Raphael, Márquez-Neila, Pablo
Year of Publication 26.06.2024
Year of Publication 26.06.2024
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Journal Article
Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training
Ghamsarian, Negin, Tejero, Javier Gamazo, Neila, Pablo Márquez, Wolf, Sebastian, Zinkernagel, Martin, Schoeffmann, Klaus, Sznitman, Raphael
Year of Publication 31.07.2023
Year of Publication 31.07.2023
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Journal Article
Logical Implications for Visual Question Answering Consistency
Tascon-Morales, Sergio, Marquez-Neila, Pablo, Sznitman, Raphael
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
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 arXiv.org (03.05.2023)
Published in arXiv.org (03.05.2023)
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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 Márquez
Year of Publication 21.03.2023
Year of Publication 21.03.2023
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Journal Article
Simulation of hyperelastic materials in real-time using Deep Learning
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Journal Article
Stochastic Segmentation with Conditional Categorical Diffusion Models
Zbinden, Lukas, Doorenbos, Lars, Pissas, Theodoros, Huber, Adrian Thomas, Sznitman, Raphael, Márquez-Neila, Pablo
Year of Publication 15.03.2023
Year of Publication 15.03.2023
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Journal Article
Simultaneous Recognition and Pose Estimation of Instruments in Minimally Invasive Surgery
Kurmann, Thomas, Pablo Marquez Neila, Du, Xiaofei, Fua, Pascal, Stoyanov, Danail, Wolf, Sebastian, Sznitman, Raphael
Published in arXiv.org (18.10.2017)
Published in arXiv.org (18.10.2017)
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Journal Article
Generating astronomical spectra from photometry with conditional diffusion models
Doorenbos, Lars, Cavuoti, Stefano, Longo, Giuseppe, Brescia, Massimo, Sznitman, Raphael, Márquez-Neila, Pablo
Year of Publication 10.11.2022
Year of Publication 10.11.2022
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Journal Article
Hyperbolic Random Forests
Doorenbos, Lars, Márquez-Neila, Pablo, Sznitman, Raphael, Mettes, Pascal
Published in arXiv.org (24.06.2024)
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Published in arXiv.org (24.06.2024)
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