Prof. Dr. Magda Gregorová

PDLG · CAIRO · THWS

Probabilistic Deep Learning Group

The Probabilistic Deep Learning Group, led by Prof. Dr. Magda Gregorová, explores the theoretical foundations of modern machine learning through probabilistic modeling and deep generative models. Magda is Professor for Representation and Learning at THWS, working on unsupervised and semi-supervised learning methods for complex data structures.

Read Magda's full academic profile →

Latest News

    Our Team

    PhD Students

    Dr. Name

    Philipp Väth

    PhD Student

    philipp.vaeth@thws.de
    Research Interests:

    Deep Learning, Generative Modeling, Diffusion Models

    PhD Student

    Dibyanshu Kumar

    PhD Student

    dibyanshu.kumar@thws.de
    Research Interests:

    Deep generative modeling, Physics informed machine learning.

    Visitors

    Amparo Zamora Mogollo (visiting PhD researcher) Department of Physiotherapy, Faculty of Health Sciences,, Universidad de Málaga, Spain
    Visit period: September - October 2026
    Research focus: Data analysis in trauma surgery

    Master's Students

    Gokul Perumbayil Vijayakrishnan Thesis title: Self-Supervised Learning of Latent EEG Representations for Mental Health Related Analysis
    Nayan Sharma Thesis title: Automatic Detection of Sleep Graphoelements: Benchmarking on Public Datasets and Transfer to in house Custom Dataset
    Blesson Manjakunnel Thesis title: SITS-Based Remapping of Sugar Beet Parcels: A Benchmark of Spatio-Temporal Deep Learning Models Across Temporal and Regional Shift and Computational Cost

    Featured Projects

    Recent Publications

    Teaching

    Contact Us

    Get in Touch

    We welcome inquiries from prospective students, collaborators, and industry partners. Feel free to reach out to learn more about our research or discuss potential collaborations.

    Address

    Center for Artificial Intelligence (CAIRO)
    Franz-Horn-Straße 2
    97082 Würzburg, Germany