Mateusz Pach

According to our database, Mateusz Pach authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

The Latent Color Subspace: Emergent Order in High-Dimensional Chaos.

Mateusz Pach, Jessica Bader, Quentin Bouniot, Serge J. Belongie, Zeynep Akata

CoRR, March, 2026

Adaptive contrastive hierarchical clustering with nodes visualization.

Mateusz Pach, Przemyslaw Rola, Michal Znalezniak, Patryk Kaszuba, Marcin Przewiezlikowski, Jacek Tabor, Marek Smieja

Artif. Intell. Rev., March, 2026

2025

Stitch: Training-Free Position Control in Multimodal Diffusion Transformers.

Jessica Bader, Mateusz Pach, Maria A. Bravo, Serge J. Belongie, Zeynep Akata

CoRR, September, 2025

TORE: Token Recycling in Vision Transformers for Efficient Active Visual Exploration.

Jan Olszewski, Dawid Rymarczyk, Piotr Wójcik, Mateusz Pach, Bartosz Zielinski

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models.

Mateusz Pach, Shyamgopal Karthik, Quentin Bouniot, Serge J. Belongie, Zeynep Akata

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

LucidPPN: Unambiguous Prototypical Parts Network for User-centric Interpretable Computer Vision.

Mateusz Pach, Koryna Lewandowska, Jacek Tabor, Bartosz Michal Zielinski, Dawid Damian Rymarczyk

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2023

Token Recycling for Efficient Sequential Inference with Vision Transformers.

Jan Olszewski, Dawid Rymarczyk, Piotr Wójcik, Mateusz Pach, Bartosz Zielinski

CoRR, 2023