Alexander A. Navarini

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Detecting Outliers

Metric Learning

Image Segmentation

Medical Image Segmentation

Top Venues

IEEE Trans. Medical Imaging

Publications

Álvaro González-Jiménez, Simone Lionetti, Dena Bazazian, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
Hyperbolic Metric Learning for Visual Outlier Detection. CoRR (2024)
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Labelling Consortium, Matthew Groh, Alexander A. Navarini, Marc Pouly
SelfClean: A Self-Supervised Data Cleaning Strategy. CoRR (2023)
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Matthew Groh, Roxana Daneshjou, Labelling Consortium, Alexander A. Navarini, Marc Pouly
Towards Reliable Dermatology Evaluation Benchmarks. CoRR (2023)
Álvaro González-Jiménez, Simone Lionetti, Marc Pouly, Alexander A. Navarini
SANO: Score-based Diffusion Model for Anomaly Localization in Dermatology. CVPR Workshops (2023)
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Matthew Groh, Roxana Daneshjou, Labelling Consortium, Alexander A. Navarini, Marc Pouly
Towards Reliable Dermatology Evaluation Benchmarks. ML4H@NeurIPS (2023)
Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
Robust T-Loss for Medical Image Segmentation. CoRR (2023)
Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
Robust T-Loss for Medical Image Segmentation. MICCAI (3) (2023)
Yakub A. Bayhaqi, Arsham Hamidi, Ferda Canbaz, Alexander A. Navarini, Philippe C. Cattin, Azhar Zam
Deep-Learning-Based Fast Optical Coherence Tomography (OCT) Image Denoising for Smart Laser Osteotomy. IEEE Trans. Medical Imaging 41 (10) (2022)