Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA. - Patryk Marszalek; Klaudia Balazy; Jacek Tabor; Tomasz Kusmierczyk (CoRR, 2025)

A Hypernetwork-Based Approach to KAN Representation of Audio Signals. - Patryk Marszalek; Maciej Rut; Piotr Kawa; Piotr Syga (CoRR, 2025)

HyConEx: Hypernetwork classifier with counterfactual explanations. - Patryk Marszalek; Ulvi Movsum-zada; Oleksii Furman; Kamil Ksiazek; Przemyslaw Spurek; Marek Smieja (CoRR, 2025)

ZEUS: Zero-shot Embeddings for Unsupervised Separation of Tabular Data. - Patryk Marszalek; Tomasz Kusmierczyk; Witold Wydmanski; Jacek Tabor; Marek Smieja (CoRR, 2025)

DiCoFlex: Model-agnostic diverse counterfactuals with flexible control. - Oleksii Furman; Ulvi Movsum-zada; Patryk Marszalek; Maciej Zieba; Marek Smieja (CoRR, 2025)