Andreas Maunz

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 5

Top Venues

CoRR

npj Digit. Medicine

SAC

MICCAI (8)

Technical University Munich (PHD)

Education History

Technical University Munich

PHD

Publications

Alvaro Gomariz, Yusuke Kikuchi, Yun Yvonna Li, Thomas Albrecht, Andreas Maunz, Daniela Ferrara, Huanxiang Lu, Orcun Goksel
Joint semi-supervised and contrastive learning enables zero-shot domain-adaptation and multi-domain segmentation. CoRR (2024)
Alvaro Gomariz, Huanxiang Lu, Yun Yvonna Li, Thomas Albrecht, Andreas Maunz, Fethallah Benmansour, Alessandra M. Valcarcel, Jennifer Luu, Daniela Ferrara, Orcun Goksel
Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation. MICCAI (8) (2022)
Alvaro Gomariz, Huanxiang Lu, Yun Yvonna Li, Thomas Albrecht, Andreas Maunz, Fethallah Benmansour, Alessandra M. Valcarcel, Jennifer Luu, Daniela Ferrara, Orcun Goksel
Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation. CoRR (2022)
Filippo Arcadu, Fethallah Benmansour, Andreas Maunz, Jeff Willis, Zdenka Haskova, Marco Prunotto
Author Correction: Deep learning algorithm predicts diabetic retinopathy progression in individual patients. npj Digit. Medicine 3 (2020)
Filippo Arcadu, Fethallah Benmansour, Andreas Maunz, Jeff Willis, Zdenka Haskova, Marco Prunotto
Deep learning algorithm predicts diabetic retinopathy progression in individual patients. npj Digit. Medicine 2 (2019)
Madeleine Seeland, Andreas Maunz, Andreas Karwath, Stefan Kramer
Extracting information from support vector machines for pattern-based classification. SAC (2014)
Andreas Maunz, David Vorgrimmler, Christoph Helma
Out-of-bag discriminative graph mining. SAC (2013)
Andreas Maunz, Christoph Helma, Stefan Kramer
Efficient mining for structurally diverse subgraph patterns in large molecular databases. Mach. Learn. 83 (2) (2011)
Andreas Maunz, Christoph Helma, Tobias Cramer, Stefan Kramer
Latent Structure Pattern Mining. ECML/PKDD (2) (2010)
Barry J. Hardy, Nicki Douglas, Christoph Helma, Micha Rautenberg, Nina Jeliazkova, Vedrin Jeliazkov, Ivelina Nikolova, Romualdo Benigni, Olga Tcheremenskaia, Stefan Kramer, Tobias Girschick, Fabian Buchwald, Jörg Wicker, Andreas Karwath, Martin Gütlein, Andreas Maunz, Haralambos Sarimveis, Georgia Melagraki, Antreas Afantitis, Pantelis Sopasakis, David Gallagher, Vladimir Poroikov, Dmitry Filimonov, Alexey V. Zakharov, Alexey Lagunin, Tatyana Gloriozova, Sergey Novikov, Natalia Skvortsova, Dmitry S. Druzhilovskiy, Sunil Chawla, Indira Ghosh, Surajit Ray, Hitesh Patel, Sylvia Escher
Collaborative development of predictive toxicology applications. J. Cheminformatics 2 (2010)
Andreas Maunz, Christoph Helma, Stefan Kramer
Large-scale graph mining using backbone refinement classes. KDD (2009)

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Publication Activity (10 Years)

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Andreas Maunz