Publications
SEARCH
ALL PUBLICATIONS
Vignesh Srinivasan, Nils Strodthoff, Jackie Ma, Alexander Binder, Klaus-Robert Müller, Wojciech Samek
To Pretrain or Not? A Systematic Analysis of the Benefits of Pretraining in Diabetic Retinopathy
Gencer Sumbul, Markus Müller, Begüm Demir
A Novel Self-Supervised Cross-Modal Image Retrieval Method In Remote Sensing
Sebastian Baunsgaard, Matthias Boehm, Kevin Innerebner, Mito Kehayov, Florian Lackner, Olga Ovcharenko, Arnab Phani, Tobias Rieger, David Weissteiner, Sebastian Benjamin Wrede et al.
Federated Data Preparation, Learning, and Debugging in Apache SystemDS
Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir
An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing
Jochen Büttner, Julius Martinetz, Hassan El-Hajj, Matteo Valleriani
CorDeep and the Sacrobosco Dataset: Detection of Visual Elements in Historical Documents
Christian Bartkowski, Antonia Nandori, Alexander von Lühmann, Christoph H. Schmitz
Towards a Fully Integrated Smart Textile Patch-Based Cap for Multi-Distance CW FNIRS Whole-Head Imaging
Serafeim Papadias, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Space-efficient random walks on streaming graphs
Miriam Hägele, Klaus-Robert Müller, Carsten Denkert, Andreas Schneeweiss, Bruno Sinn, Michael Untch, Marion T. Van Mackelenbergh, Christian Jackisch, Valentina Nekljudova, Thomas Karn et al.
Generalization of a Deep Learning Model for HER2 Status Prediction on H&E-Stained Whole Slide Images from 3 Neoadjuvant Clinical Studies
Haralampos Gavriilidis, Lennart Behme, Sokratis Papadopoulos, Stefano Bortoli, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Towards a Modular Data Management System Framework
Adil Kabylda, Valentin Vassilev-Galindo, Stefan Chmiela, Igor Poltavsky, Alexandre Tkatchenko