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Multi-Agent Scenario Generation in Roundabouts with a Transformer-Enhanced Conditional Variational Autoencoder2025 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Engineering Autonomous Vehicle Technology and Safety
Li Li, Tobias Brinkmann, Till Temmen, Markus Eisenbarth, Jakob Andert
0citations -
TeVAE: A Variational Autoencoder Approach for Discrete Online Anomaly Detection in Variable-State Multivariate Time-Series Data2025 Studies in computational intelligence conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
Lucas Correia, Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova
2citations -
Comparative Analysis of Unsupervised and Supervised Autoencoders for Nuclei Classification in Clear Cell Renal Cell Carcinoma Images2025 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science AI in cancer detection Open access
Fatemeh Javadian, Zahra Aminparast, Johannes Stegmaier, Abin Jose
0citations -
CaloChallenge 2022: a community challenge for fast calorimeter simulation2025 Reports on Progress in Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Claudius Krause, M. Faucci Giannelli, Gregor Kasieczka, Benjamin Philip Nachman, Dalila Salamani, David Shih, +60 more
11citations -
Evaluation of Machine Learning Model Performance in Diabetic Foot Ulcer: Retrospective Cohort Study2025 JMIR Medical Informatics article Medicine Diabetic Foot Ulcer Assessment and Management Open access
Veerle van Velze, Hendrico L Burger, Tim J. van der Steenhoven, Hani Alers, Lauren N. Goncalves, Daniël Eefting, +9 more
2citations -
Utilizing protein structure graph embeddings to predict the pathogenicity of missense variants2025 NAR Genomics and Bioinformatics article Biochemistry, Genetics and Molecular Biology Genomics and Rare Diseases Open access
Martin Danner, Matthias Begemann, Miriam Elbracht, Ingo Kurth, Jeremias Krause
2citations -
PATH: A discrete-sequence dataset for evaluating online unsupervised anomaly detection approaches for multivariate time series2025 Big Data Research article Computer Science Anomaly Detection Techniques and Applications Open access
Lucas Correia, Jan-Christoph Goos, Thomas Bäck, Anna V. Kononova
1citations -
Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms2025 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access
Shuaiqun Pan, Yash J. Patel, Aneta Neumann, Frank Neumann, Thomas Bäck, Hao Wang
1citations -
VAE-MOTION: A deep generative model for cardiomyocyte contractility analysis for improving drug efficacy evaluation2025 Expert Systems with Applications article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Giorgia Curci, Paola Casti, Luca Sala, Marcella Brescia, Pasquale Cascarano, Michele D’Orazio, +6 more
1citations -
PILOT-GM-VAE: Patient-Level Analysis of single cell Disease Atlas with Optimal Transport of Gaussian Mixture Variational Autoencoders2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Mehdi Joodaki, Mina Shaigan, James Shiniti Nagai, Tiago Maié, Christoph Kuppe, Ivan G. Costa
0citations