Michael Neumayr

PhD in Computer Science @ UofT

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I am a PhD student in Computer Science at the University of Toronto, working on generative video models and 3D computer vision under the supervision of David Lindell.

I graduated with an M.Sc. in Computer Science from TU Munich. During my studies, I collaborated or worked in the groups of David Lindell, Björn Ommer, Matthias Nießner, and Julia Schnabel, which also included course projects.

I obtained a B.Sc. in Computer Science and B.A. in Philosophy from the University of Munich.

Publications

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    Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions
    Stefan Andreas Baumann, Felix Krause, Michael Neumayr, and 4 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
    arXiv PDF Code Website
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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
  3. dipencoder.png
    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 (KDD), 2022
    HTML PDF Code

Teaching Assistant

At University of Toronto:
At Technical University of Munich:
  • CIT4230003: Advanced Machine Learning: Deep Generative Models - Summer 2025
  • CIT4230003: Advanced Machine Learning: Deep Generative Models - Summer 2024
At University of Munich:
  • Introduction to Computer Science: Systems and Applications - Summer 2021

Projects

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Novel View Synthesis for Scenes in the Wild

Advanced Deep Learning for Visual Computing by Prof. Nießner
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AlphaScent

Figure-First Viewer for Computer Science Research Papers from arXiv

News

Sep 01, 2025 I joined the lab of David Lindell at the University of Toronto as a PhD student in Computer Science.
Aug 31, 2025 I finished my Master of Science in Computer Science at TU Munich.
Jun 11, 2025 I attended CVPR 2025 in Nashville from June 11, 2025 - June 15, 2025.