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COSMOS2020: Manifold learning to estimate physical parameters in large galaxy surveys2022 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
I. Davidzon, Keerthana Jegatheesan, Olivier Ilbert, S. de la Torre, S. K. Leslie, C. Laigle, +13 more
29citations -
scTopoGAN: unsupervised manifold alignment of single-cell data2023 Bioinformatics Advances article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Akash Kumar Singh, Kirti Biharie, Marcel J. T. Reinders, Ahmed Essam Mahfouz, Tamim Abdelaal
6citations -
Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers2021 Information and Inference A Journal of the IMA article Computer Science Stochastic Gradient Optimization Techniques Open access
Bubacarr Bah, Holger Rauhut, Ulrich Terstiege, Michael Westdickenberg
29citations -
Perspectives of lignite post-mining landscapes under changing environmental conditions: what can we learn from a comparison between the Rhenish and Lusatian region in Germany?2023 Environmental Sciences Europe article Social Sciences Geology and Environmental Impact Studies Open access
Werner Gerwin, Thomas Raab, Klaus Birkhofer, Christoph Hinz, Peter Letmathe, Michael Leuchner, +5 more
62citations -
Deconstructing deep imbalanced regression: a comprehensive review and experimental evaluation2026 Artificial Intelligence Review article Computer Science Imbalanced Data Classification Techniques Open access
Noah Christoph Pütz, Jens Uwe Brandt, Marc Hilbert, Elena Raponi, Thomas Bäck, Thomas Bartz–Beielstein
1citations -
Code Repository for the Paper "Characterizing Neural Manifolds' Properties and Curvatures using Normalizing Flows" (PRX Life, 2026)2026 Zenodo (CERN European Organization for Nuclear Research) article Neuroscience Neural dynamics and brain function Open access
Peter Bouss, Sandra Nestler, Kirsten Fischer, Claudia Merger, Lars Schutzeichel, Simon Musall, +2 more
1citations -
Code Repository for the Paper "Characterizing Neural Manifolds' Properties and Curvatures using Normalizing Flows" (PRX Life, 2026)2026 Zenodo (CERN European Organization for Nuclear Research) article Neuroscience Neural dynamics and brain function Open access
Peter Bouss, Sandra Nestler, Kirsten Fischer, Claudia Merger, Lars Schutzeichel, Simon Musall, +2 more
0citations -
SCHNEL: scalable clustering of high dimensional single-cell data2020 Bioinformatics article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Tamim Abdelaal, Paul de Raadt, Boudewijn P. F. Lelieveldt, Marcel J. T. Reinders, Ahmed Essam Mahfouz
9citations -
Prompt injection attacks on vision language models in oncology2025 Nature Communications article Computer Science Adversarial Robustness in Machine Learning Open access
Jan Clusmann, Dyke Ferber, Isabella C. Wiest, Carolin Victoria Schneider, Titus Josef Brinker, Sebastian Foersch, +2 more
59citations -
Benchmarking variational AutoEncoders on cancer transcriptomics data2023 PLoS ONE article Biochemistry, Genetics and Molecular Biology Gene expression and cancer classification Open access
Mostafa Eltager, Tamim Abdelaal, Mohammed Charrout, Ahmed Essam Mahfouz, Marcel J. T. Reinders, Stavros Makrodimitris
18citations