Jakub Grzywaczewski

Centre for Credible AI, Warsaw University of Technology

pfp.webp

jakubzgrzywaczewski

(at) gmail.com

I’m a Research Software Engineer working at CCAI and a 2nd year Data Science MSc student at Warsaw University of Technology.

Passionate about deep learning, generative models, data science, overall software development and all things math. I am involved in various projects tying to push forward the frontier of explainable AI ranging from practical application of generative AI for model validation to vision model depoisoning.

Always open to collaborations and research opportunities!

selected publications

  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
  3. 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