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GMUM

Group of Machine Learning Research, Jagiellonian University

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Repositories

Showing 10 of 121 repositories
  • MPSI Public
    Jupyter Notebook 6 0 0 0 Updated May 8, 2025
  • HINT Public

    HyperInterval: Hypernetwork approach to training weight interval regions in continual learning

    Python 1 0 0 0 Updated May 6, 2025
  • mldd25 Public

    The repository for the course "Machine Learning in Drug Design" at the Jagiellonian University in 2025. The page is hosted by the machine learning research group GMUM.

    Jupyter Notebook 4 0 0 0 Updated Apr 27, 2025
  • FeNeC Public
    Jupyter Notebook 1 0 0 0 Updated Apr 12, 2025
  • fewsound Public
    Python 3 1 1 0 Updated Apr 3, 2025
  • PALATE Public
    Python 0 Apache-2.0 0 0 0 Updated Apr 1, 2025
  • b-lora-xs Public

    Code for: Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA

    Python 0 0 0 0 Updated Mar 31, 2025
  • HyConEx Public
    Python 0 0 1 0 Updated Mar 18, 2025
  • HyperPlanes Public
    Python 2 0 1 0 Updated Mar 4, 2025
  • beta-CFG Public

    This paper presents β-CFG, a dynamic guidance method for text-to-image diffusion models. Unlike standard CFG, which uses a fixed guidance scale, β-CFG adapts guidance strength over time using a β-distribution. This improves image quality, keeps sampling closer to the data manifold, and achieves better FID while maintaining prompt alignment.

    Python 1 0 0 0 Updated Mar 2, 2025
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