Patryk Wielopolski

14 papers A* 1A 2Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Sparse Concept Anchoring for Interpretable and Controllable Neural Representations.
CoRR
Sandy Fraser, Patryk Wielopolski
2024 J jnl
Multi-Label Conditional Generation From Pre-Trained Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Magdalena Proszewska, Maciej Wolczyk, Maciej Zieba, Patryk Wielopolski, Lukasz Maziarka, Marek Smieja
2024 J jnl
NodeFlow: Towards End-to-End Flexible Probabilistic Regression on Tabular Data.
Entropy
Patryk Wielopolski, Oleksii Furman, Maciej Zieba
2024 A conf
Probabilistically Plausible Counterfactual Explanations with Normalizing Flows.
ECAI
Patryk Wielopolski, Oleksii Furman, Jerzy Stefanowski, Maciej Zieba
2024 J jnl
Probabilistically Plausible Counterfactual Explanations with Normalizing Flows.
CoRR
Patryk Wielopolski, Oleksii Furman, Jerzy Stefanowski, Maciej Zieba
2024 J jnl
Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels.
CoRR
Patryk Wielopolski, Oleksii Furman, Jerzy Stefanowski, Maciej Zieba
2023 — conf
Flow Plugin Network for Conditional Generation.
ACIIDS (2)
Patryk Wielopolski, Michal Koperski, Maciej Zieba
2023 — conf
Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows.
ICDM (Workshops)
Piotr Milkowski, Konrad Karanowski, Patryk Wielopolski, Jan Kocon, Przemyslaw Kazienko, Maciej Zieba
2023 J jnl
Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows.
CoRR
Piotr Milkowski, Konrad Karanowski, Patryk Wielopolski, Jan Kocon, Przemyslaw Kazienko, Maciej Zieba
2023 A conf
TreeFlow: Going Beyond Tree-Based Parametric Probabilistic Regression.
ECAI
Patryk Wielopolski, Maciej Zieba
2022 A* conf
PluGeN: Multi-Label Conditional Generation from Pre-trained Models.
AAAI
Maciej Wolczyk, Magdalena Proszewska, Lukasz Maziarka, Maciej Zieba, Patryk Wielopolski, Rafal Kurczab, Marek Smieja
2022 J jnl
TreeFlow: Going beyond Tree-based Gaussian Probabilistic Regression.
CoRR
Patryk Wielopolski, Maciej Zieba
2021 J jnl
Flow Plugin Network for conditional generation.
CoRR
Patryk Wielopolski, Michal Koperski, Maciej Zieba
2021 J jnl
PluGeN: Multi-Label Conditional Generation From Pre-Trained Models.
CoRR
Maciej Wolczyk, Magdalena Proszewska, Lukasz Maziarka, Maciej Zieba, Patryk Wielopolski, Rafal Kurczab, Marek Smieja