Publications

Equal contribution indicated by *.

2024

  1. attribute.png
    Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions
    Stefan Andreas Baumann, Felix Krause , Michael Neumayr, and 3 more authors
    2024
    arXiv PDF Code Website
    2 Google Scholar citations

2023

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    Mask, Stitch, and Re-Sample: Enhancing Robustness and Generalizability in Anomaly Detection through Automatic Diffusion Models
    Cosmin I Bercea*, Michael Neumayr*, Daniel Rueckert, and 1 more author
    In ICML 3rd Workshop on Interpretable Machine Learning in Healthcare (IMLH) , 2023
    arXiv HTML PDF Code Website
    26 Google Scholar citations

2022

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    The Dipencoder: Enforcing multimodality in autoencoders
    Collin Leiber, Lena GM Bauer , Michael Neumayr, and 2 more authors
    In Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining , 2022
    HTML PDF Code Slides
    5 Google Scholar citations