Marcin Przewięźlikowski
@pszwnzl
PhD Student @ Jagiellonian University / IDEAS NCBR Working on meta-learning and self-supervised learning.
Our paper "Beyond [cls]: Exploring the True Potential of Masked Image Modeling Representations" has been accepted to @ICCVConference! 🧵 TL;DR: Masked image models (like MAE) underperform not just because of weak features, but because they aggregate them poorly. [1/7]
![pszwnzl's tweet image. Our paper "Beyond [cls]: Exploring the True Potential of Masked Image Modeling Representations" has been accepted to @ICCVConference!
🧵 TL;DR: Masked image models (like MAE) underperform not just because of weak features, but because they aggregate them poorly.
[1/7]](https://pbs.twimg.com/media/GuYCGHWWcAAIgkL.jpg)
Can open-data models beat DINOv2? Today we release Franca, a fully open-sourced vision foundation model. Franca with ViT-G backbone matches (and often beats) proprietary models like SigLIPv2, CLIP, DINOv2 on various benchmarks setting a new standard for open-source research🧵
Today we are kicking off the MLSS^D 2025 summer school at @JagiellonskiUni by @GMUMJU & @MLinPL with the talk by Kaja Milanowska-Zabel on AI in drug discovery!
I would say it is an elegant parameter-free attentive probing. Systematic study of various attentive probings can be found here: arxiv.org/abs/2506.10178
🎉 Surprise speaker reveal! As the final name on our agenda, this speaker brings the perfect close to the MLSS^D 2025 lineup. 🎤Stanisław Jastrzębski is the CTO and Chief Scientist at Molecule.one, a biotech startup revolutionizing drug discovery through deep…
Our friend and fellow ML researcher, Łukasz Kuciński is currently facing one of life’s hardest battles — a fight against cancer. While they’ve been dedicating their time to advancing knowledge and supporting others, they now need support themselves. We're sharing a charity…
Meet the next batch of experts in this year's Machine Learning Summer School on Drug Design in Kraków. Early bird registration closes this weekend! mlss2025.mlinpl.org
Meet the Experts Joining MLSS^D 2025! 🎤 Jakub Tomczak (@jmtomczak) - a Generative AI Leader with 15+ years of experience in machine learning, deep learning, and Generative AI. Proven track of leading research projects (academic: 50+ AI MSc&PhD, 10+ industrial: Computer Vision,…
Strongly recommend! It's gonna be a great time in Kraków this year! More great speakers will be announced soon!
Meet the next speakers of MLSS^D 2025! 🎤 @kaja_milanowska is a precision medicine enthusiast and a bioinformatics researcher. Her personal and professional ambitions led her to exploit the importance of different data analysis approaches in human health. In 2016, Kaja joined…
Why should you join MLSS 2025? Hear it from past participants! Lectures & speakers ✨”The lectures were very good and very insightful, also the lecturers were quite approachable.” ✨”The line-up of speakers! Distribution of talks in good set of domains.” Community & atmosphere…
Meet our speakers for MLSS^D 2025! 🎤 @Tomasz_Lab is a Principal Investigator at @SanoScience for Computational Medicine in Kraków. He earned his master's degree in Chemistry from Jagiellonian University and a Ph.D. in Biological Sciences from University College London. His…