publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. CLIP.png
    Your CLIP has 164 dimensions of noise: Exploring the embeddings covariance eigenspectrum of contrastively pretrained vision-language transformers
    Jakub Grzywaczewski, Dawid Płudowski, and Przemysław Biecek
    arXiv preprint arXiv:2605.14893, 2026
  2. SHNAP.png
    Auditing Sybil: Explaining Deep Lung Cancer Risk Prediction Through Generative Interventional Attributions
    Bartlomiej Sobieski, Jakub Grzywaczewski, Karol Dobiczek, and 6 more authors
    In The Forty-Third International Conference on Machine Learning, 2026

2024

  1. RCVE.png
    Rethinking visual counterfactual explanations through region constraint
    Bartlomiej Sobieski, Jakub Grzywaczewski, Bartłomiej Sadlej, and 2 more authors
    In The Thirteenth International Conference on Learning Representations, 2024