Bernhard Kainz

Venues

Frequent coauthors

Papers

1. Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging
   NeurIPS 2025 ·

   Ibrahim Ethem Hamamci

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2. CTFlow: Video-Inspired Latent Flow Matching for 3D CT Synthesis
   ICCV 2025 ·

   Jiayi Wang

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3. Diffusing the Blind Spot: Uterine MRI Synthesis with Diffusion Models
   MICCAI 2025 ·

   Johanna P. Müller

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4. Enabling PSO-Secure Synthetic Data Sharing Using Diversity-Aware Diffusion Models
   MICCAI 2025 ·

   Mischa Dombrowski

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5. From Self-Check to Consensus: Bayesian Strategic Decoding in Large Language Models
   NeurIPS 2025 ·

   Weitong Zhang

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6. Graph Conditioned Diffusion for Controllable Histopathology Image Generation
   MICCAI 2025 ·

   Sarah Cechnicka

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7. GroundingDINO for Open-Set Lesion Detection in Medical Imaging
   MICCAI 2025 ·

   Samuel J. Roughley

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8. Image Generation Diversity Issues and How to Tame Them
   CVPR 2025 ·

   Mischa Dombrowski

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9. L-FUSION: Laplacian Fetal Ultrasound Segmentation and Uncertainty Estimation
   MICCAI 2025 ·

   Johanna P. Müller

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10. Last Layer Laplacian Pseudocoresets for Robust Medical Image Analysis
    MICCAI 2025 ·

    Franciskus Xaverius Erick

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11. Mesh4D: A Motion-Aware Multi-view Variational Autoencoder for 3D+t Mesh Reconstruction
    MICCAI 2025 ·

    Mengyun Qiao

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12. Multi-agent Reasoning for Cardiovascular Imaging Phenotype Analysis
    MICCAI 2025 ·

    Weitong Zhang

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13. NOVA: A Benchmark for Rare Anomaly Localization and Clinical Reasoning in Brain MRI
    NeurIPS 2025 ·

    Cosmin Bercea

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14. SpinMeRound: Consistent Multi-View Identity Generation Using Diffusion Models
    ICCV 2025 ·

    Stathis Galanakis

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15. Arc2Face: A Foundation Model for ID-Consistent Human Faces
    ECCV 2024 ·

    Foivos Paraperas Papantoniou

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16. Data-Efficient Generation for Dataset Distillation
    ECCV 2024 ·

    Zhe Li

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17. EchoNet-Synthetic: Privacy-Preserving Video Generation for Safe Medical Data Sharing
    MICCAI 2024 ·

    Hadrien Reynaud

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18. Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection
    MICCAI 2024 ·

    Sergio Naval Marimont

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19. Image Distillation for Safe Data Sharing in Histopathology
    MICCAI 2024 ·

    Zhe Li

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20. Image-Conditioned Diffusion Models for Medical Anomaly Detection
    MICCAI 2024 ·

    Matthew Baugh

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21. Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics
    NeurIPS 2024 ·

    Weitong Zhang

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22. Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation
    ECCV 2024 ·

    Mathias Öttl

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23. Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability
    AAAI 2024 ·

    Mischa Dombrowski

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24. URCDM: Ultra-Resolution Image Synthesis in Histopathology
    MICCAI 2024 ·

    Sarah Cechnicka

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25. Uncertainty-Aware Vision Transformers for Medical Image Analysis
    MICCAI 2024 ·

    Franciskus Xaverius Erick

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26. Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis
    MICCAI 2024 ·

    Liu Li

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27. Weakly Supervised Learning of Cortical Surface Reconstruction from Segmentations
    MICCAI 2024 ·

    Qiang Ma

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