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Multi-target Weakly Supervised Regression Using Manifold Regularization and Wasserstein Metric2023 Communications in computer and information science conference-paper Computer Science Medical Image Segmentation Techniques
Kirill Kalmutskiy, Lyailya Cherikbayeva, Alexander Litvinenko, Vladimir Berikov
0citations -
Augmentation of 3D virtual aggregate database using deep convolutional Wasserstein generative adversarial networks2025 Advanced Engineering Informatics article Computer Science Generative Adversarial Networks and Image Synthesis Open access
Dong Feng, Jinchao Guan, Chaoliang Fu, Yuanyuan Hu, Frédéric Otto, Pengfei Liu
19citations -
Accurate distances measures and machine learning of the texture-property relation for crystallographic textures represented by one-point statistics2024 Modelling and Simulation in Materials Science and Engineering article Materials Science X-ray Diffraction in Crystallography Open access
Tarek Iraki, Lukas Morand, Norbert Link, Stefan Sandfeld, Dirk Helm
2citations -
Accurate Distances Measures and Machine Learning of the Texture-Property Relation for Crystallographic Textures Represented by One-Point Statistics2023 arXiv (Cornell University) preprint Materials Science X-ray Diffraction in Crystallography Open access
Tarek Iraki, Lukas Morand, Norbert Link, Stefan Sandfeld, Dirk Helm
0citations -
Comparison of Affine and Rational Quadratic Spline Coupling and Autoregressive Flows through Robust Statistical Tests2024 Symmetry article Computer Science Generative Adversarial Networks and Image Synthesis Open access
Andrea Coccaro, Marco Letizia, Humberto Reyes-González, Riccardo Torre
11citations -
Detection of PatIent-Level distances from single cell genomics and pathomics data with Optimal Transport (PILOT)2023 Molecular Systems Biology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Mehdi Joodaki, Mina Shaigan, Roman David Bülow, Christoph Kuppe, David Laurin Hölscher, Mingbo Cheng, +10 more
36citations -
Detection of PatIent-Level distances from single cell genomics and pathomics data with Optimal Transport (PILOT)2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Mehdi Joodaki, Mina Shaigan, Roman David Bülow, Christoph Kuppe, David Laurin Hölscher, Mingbo Cheng, +9 more
8citations -
Transferable Fast Calorimeter Shower Generation via Multi-Geometry Pre-training2026 arXiv (Cornell University) preprint Physics and Astronomy Particle physics theoretical and experimental studies Open access
Thorsten Buss, Henry Day-Hall, Frank Gaede, Gregor Kasieczka, Katja Krüger, Peter McKeown, +1 more
0citations -
Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift2022 ACM International Conference on Multimedia (ACM MM) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access cited by 1 patent
Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler
34citations -
Hypothesis Testing for Processes2025 International Conference on Process Mining (ICPM) conference-paper Business, Management and Accounting Business Process Modeling and Analysis
Cameron Pitsch, Tobias Brockhoff, Jan Niklas Adams, J. J. Sander Leemans, Leo Anthony Celi, M. P. Wil van der Aalst
1citations