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Papers matching “latent diffusion models” 9

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Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance
2024 Computers in Biology and Medicine article Computer Science AI in cancer detection Open access

Gustav Anton Müller‐Franzes, Yoni Schirris, Sophia J. Wagner, Michael Adrian Jendrusch, Matthias Kloor, Alexander T. Pearson, +6 more

13

citations
A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis
2023 Scientific Reports article Computer Science Generative Adversarial Networks and Image Synthesis Open access

Gustav Anton Müller‐Franzes, Firas Khader, Soroosh Tayebi Arasteh, Christoph Haarburger, Christiane Katharina Kuhl, Tianci Wang, +5 more

216

citations
Principled Latent Diffusion for Graphs via Laplacian Autoencoders
2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Antoine Siraudin, Christopher Morris

0

citations
Latent Diffusion over Dynamic Service Graphs for Uncertainty-Quantified Failure Propagation Prediction
2025 American Journal of Data Science and Analysis article Computer Science Software System Performance and Reliability Open access

J. Richter, Elena Popescu

0

citations
Improving the noise estimation of latent neural stochastic differential equations
2025 Chaos An Interdisciplinary Journal of Nonlinear Science article Computer Science Gaussian Processes and Bayesian Inference Open access

Linus Heck, Maximilian Gelbrecht, Michael T. Schaub, Niklas Boers

1

citations
Improving the Noise Estimation of Latent Neural Stochastic Differential Equations
2024 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Maximilian Gelbrecht, Michael T. Schaub, Niklas Boers

0

citations
Deep Learning-Based Prediction of Biomarkers from Colorectal Cancer Pathology Slides
2025 Qucosa (Saxon State and University Library Dresden) dissertation Computer Science AI in cancer detection Open access

Jan Niehues

0

citations
Generative Semantic Segmentation via an Observable Semantic-Image Interface and Hierarchical Generator Evidence Alignment
2026 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

Weize Cai, Yongqi Dong, Zhida Shao, Zixin Fu

0

citations
Information fusion for fully automated segmentation of head and neck tumors from PET and CT images
2023 Medical Physics article Computer Science Medical Image Segmentation Techniques Open access

Isaac Shiri, Mehdi Amini, Fereshteh Yousefirizi, Alireza Vafaei Sadr, Ghasem Hajianfar, Yazdan Salimi, +7 more

21

citations

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