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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 -
Disentangled multi-subject and social behavioral representations through a constrained subspace variational autoencoder (CS-VAE)2023 preprint Biochemistry, Genetics and Molecular Biology Zebrafish Biomedical Research Applications Open access
Daiyao Yi, Simon Musall, Anne K. Churchland, Nancy Padilla-Coreano, Shreya Saxena
6citations -
Disentangled multi-subject and social behavioral representations through a constrained subspace variational autoencoder (CS-VAE)2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Zebrafish Biomedical Research Applications Open access
Daiyao Yi, Simon Musall, Anne K. Churchland, Nancy Padilla-Coreano, Shreya Saxena
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 -
PILOT-GM-VAE: patient-level analysis of single-cell disease atlas with optimal transport of Gaussian mixture variational autoencoders2025 Briefings in Bioinformatics article 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 -
PILOT-GM-VAE: Patient-Level Analysis of Single Cell Disease Atlas with Optimal Transport of Gaussian Mixtures Variational Autoencoders0citations
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Prediction of the microstructure of cold-compacted Astaloy 85Mo with deep generative models2024 Computational Materials Science article Computer Science Generative Adversarial Networks and Image Synthesis Open access
Oliver Schenk, Marco Becker, Yuanbin Deng, Philipp Niemietz, Thomas Bergs, Christoph Broeckmann
6citations -
CaloChallenge 2022: a community challenge for fast calorimeter simulation2025 Reports on Progress in Physics article Materials Science Machine Learning in Materials Science Open access
Claudius Krause, M. Faucci Giannelli, Gregor Kasieczka, Benjamin Philip Nachman, Dalila Salamani, David Shih, +60 more
11citations