Sergio Naval Marimont

19 papers Journal 10Unranked 9

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	ARIA: On the Interaction Between Architectures, Initialization and Aggregation Methods for Federated Visual Classification. ISBI Vasilis Siomos, Sergio Naval Marimont, Jonathan Passerat-Palmbach, Giacomo Tarroni
2024	J	`jnl`	Addressing Data Heterogeneity in Federated Learning with Adaptive Normalization-Free Feature Recalibration. CoRR Vasilis Siomos, Sergio Naval Marimont, Jonathan Passerat-Palmbach, Giacomo Tarroni
2024	—	`conf`	DISYRE: Diffusion-Inspired Synthetic Restoration for Unsupervised Anomaly Detection. ISBI Sergio Naval Marimont, Matthew Baugh, Vasilis Siomos, Christos Tzelepis, Bernhard Kainz, Giacomo Tarroni
2024	—	`conf`	Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection. MICCAI (11) Sergio Naval Marimont, Vasilis Siomos, Matthew Baugh, Christos Tzelepis, Bernhard Kainz, Giacomo Tarroni
2024	J	`jnl`	Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection. CoRR Sergio Naval Marimont, Vasilis Siomos, Matthew Baugh, Christos Tzelepis, Bernhard Kainz, Giacomo Tarroni
2024	—	`conf`	Image-Conditioned Diffusion Models for Medical Anomaly Detection. UNSURE@MICCAI Matthew Baugh, Hadrien Reynaud, Sergio Naval Marimont, Sarah Cechnicka, Johanna P. Müller, Giacomo Tarroni, Bernhard Kainz
2023	J	`jnl`	ARIA: On the interaction between Architectures, Aggregation methods and Initializations in federated visual classification. CoRR Vasilis Siomos, Sergio Naval Marimont, Jonathan Passerat-Palmbach, Giacomo Tarroni
2023	—	`conf`	Abstract: MOOD 2020 - A Public Benchmark for Out-of-distribution Detection and Localization on Medical Images. Bildverarbeitung für die Medizin 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
2023	J	`jnl`	DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection. CoRR Sergio Naval Marimont, Matthew Baugh, Vasilis Siomos, Christos Tzelepis, Bernhard Kainz, Giacomo Tarroni
2023	J	`jnl`	Harder synthetic anomalies to improve OoD detection in Medical Images. CoRR Sergio Naval Marimont, Giacomo Tarroni
2023	—	`conf`	MIM-OOD: Generative Masked Image Modelling for Out-of-Distribution Detection in Medical Images. DGM4MICCAI Sergio Naval Marimont, Vasilis Siomos, Giacomo Tarroni
2023	J	`jnl`	MIM-OOD: Generative Masked Image Modelling for Out-of-Distribution Detection in Medical Images. CoRR Sergio Naval Marimont, Vasilis Siomos, Giacomo Tarroni
2022	—	`conf`	Implicit U-Net for Volumetric Medical Image Segmentation. MIUA Sergio Naval Marimont, Giacomo Tarroni
2022	J	`jnl`	Implicit U-Net for volumetric medical image segmentation. CoRR Sergio Naval Marimont, Giacomo Tarroni
2022	J	`jnl`	MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images. IEEE Trans. Medical Imaging 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
2021	—	`conf`	Anomaly Detection Through Latent Space Restoration Using Vector Quantized Variational Autoencoders. ISBI Sergio Naval Marimont, Giacomo Tarroni
2021	—	`conf`	Implicit Field Learning for Unsupervised Anomaly Detection in Medical Images. MICCAI (2) Sergio Naval Marimont, Giacomo Tarroni
2021	J	`jnl`	Implicit field learning for unsupervised anomaly detection in medical images. CoRR Sergio Naval Marimont, Giacomo Tarroni
2020	J	`jnl`	Anomaly detection through latent space restoration using vector-quantized variational autoencoders. CoRR Sergio Naval Marimont, Giacomo Tarroni