Sergio Naval Marimont

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Deformable Models

Anatomical Structures

Magnetic Resonance Images

Top Venues

Bildverarbeitung für die Medizin

Publications

Sergio Naval Marimont, Vasilis Siomos, Matthew Baugh, Christos Tzelepis, Bernhard Kainz, Giacomo Tarroni
Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection. CoRR (2024)
Sergio Naval Marimont, Giacomo Tarroni
Harder synthetic anomalies to improve OoD detection in Medical Images. CoRR (2023)
Sergio Naval Marimont, Vasilis Siomos, Giacomo Tarroni
MIM-OOD: Generative Masked Image Modelling for Out-of-Distribution Detection in Medical Images. DGM4MICCAI (2023)
Sergio Naval Marimont, Vasilis Siomos, Giacomo Tarroni
MIM-OOD: Generative Masked Image Modelling for Out-of-Distribution Detection in Medical Images. CoRR (2023)
David Zimmerer, Peter M. Full, Fabian Isensee, Paul Jäger, Tim Adler, Jens Petersen, Gregor Köhler, Tobias Roß, Annika Reinke, Antanas Kascenas, Bjørn Sand Jensen, Alison Q. O'Neil, Jeremy Tan, Benjamin Hou, James Batten, Huaqi Qiu, Bernhard Kainz, Nina Shvetsova, Irina Fedulova, Dmitry V. Dylov, Baolun Yu, Jianyang Zhai, Jingtao Hu, Runxuan Si, Sihang Zhou, Siqi Wang, Xinyang Li, Xuerun Chen, Yang Zhao, Sergio Naval Marimont, Giacomo Tarroni, Victor Saase, Lena Maier-Hein, Klaus H. Maier-Hein
Abstract: MOOD 2020 - A Public Benchmark for Out-of-distribution Detection and Localization on Medical Images. Bildverarbeitung für die Medizin (2023)
Vasilis Siomos, Sergio Naval Marimont, Jonathan Passerat-Palmbach, Giacomo Tarroni
ARIA: On the interaction between Architectures, Aggregation methods and Initializations in federated visual classification. CoRR (2023)
Sergio Naval Marimont, Matthew Baugh, Vasilis Siomos, Christos Tzelepis, Bernhard Kainz, Giacomo Tarroni
DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection. CoRR (2023)
Sergio Naval Marimont, Giacomo Tarroni
Implicit U-Net for Volumetric Medical Image Segmentation. MIUA (2022)
Sergio Naval Marimont, Giacomo Tarroni
Implicit U-Net for volumetric medical image segmentation. CoRR (2022)
David Zimmerer, Peter M. Full, Fabian Isensee, Paul Jäger, Tim Adler, Jens Petersen, Gregor Köhler, Tobias Roß, Annika Reinke, Antanas Kascenas, Bjørn Sand Jensen, Alison Q. O'Neil, Jeremy Tan, Benjamin Hou, James Batten, Huaqi Qiu, Bernhard Kainz, Nina Shvetsova, Irina Fedulova, Dmitry V. Dylov, Baolun Yu, Jianyang Zhai, Jingtao Hu, Runxuan Si, Sihang Zhou, Siqi Wang, Xinyang Li, Xuerun Chen, Yang Zhao, Sergio Naval Marimont, Giacomo Tarroni, Victor Saase, Lena Maier-Hein, Klaus H. Maier-Hein
MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images. IEEE Trans. Medical Imaging 41 (10) (2022)
Sergio Naval Marimont, Giacomo Tarroni
Anomaly Detection Through Latent Space Restoration Using Vector Quantized Variational Autoencoders. ISBI (2021)
Sergio Naval Marimont, Giacomo Tarroni
Implicit Field Learning for Unsupervised Anomaly Detection in Medical Images. MICCAI (2) (2021)
Sergio Naval Marimont, Giacomo Tarroni
Implicit field learning for unsupervised anomaly detection in medical images. CoRR (2021)
Sergio Naval Marimont, Giacomo Tarroni
Anomaly detection through latent space restoration using vector-quantized variational autoencoders. CoRR (2020)