Pokorny, Florian T.

14 publications

TMLR 2026 Nondeterministic Polynomial-Time Problem Challenge: An Ever-Scaling Reasoning Benchmark for LLMs Chang Yang, Ruiyu Wang, Junzhe Jiang, Qi Jiang, Qinggang Zhang, Yanchen Deng, Shuxin Li, Shuyue Hu, Bo Li, Florian T. Pokorny, Xiao Huang, Xinrun Wang

CoRL 2025 MirrorDuo: Reflection-Consistent Visuomotor Learning from Mirrored Demonstration Pairs Zheyu Zhuang, Ruiyu Wang, Giovanni Luca Marchetti, Florian T. Pokorny, Danica Kragic

WACV 2025 PACA: Prespective-Aware Cross-Attention Representation for Zero-Shot Scene Rearrangement Shutong Jin, Ruiyu Wang, Kuangyi Chen, Florian T. Pokorny

AISTATS 2023 An Efficient and Continuous Voronoi Density Estimator Giovanni Luca Marchetti, Vladislav Polianskii, Anastasiia Varava, Florian T. Pokorny, Danica Kragic

CoRL 2023 Expansive Latent Planning for Sparse Reward Offline Reinforcement Learning Robert Gieselmann, Florian T. Pokorny

CoRL 2023 Expansive Latent Planning for Sparse Reward Offline Reinforcement Learning Robert Gieselmann, Florian T. Pokorny

ICML 2022 Active Nearest Neighbor Regression Through Delaunay Refinement Alexander Kravberg, Giovanni Luca Marchetti, Vladislav Polianskii, Anastasiia Varava, Florian T. Pokorny, Danica Kragic

ICLR 2022 Delaunay Component Analysis for Evaluation of Data Representations Petra Poklukar, Vladislav Polianskii, Anastasiia Varava, Florian T. Pokorny, Danica Kragic Jensfelt

NeurIPS 2022 Latent Planning via Expansive Tree Search Robert Gieselmann, Florian T. Pokorny

UAI 2022 Voronoi Density Estimator for High-Dimensional Data: Computation, Compactification and Convergence Vladislav Polianskii, Giovanni Luca Marchetti, Alexander Kravberg, Anastasiia Varava, Florian T. Pokorny, Danica Kragic

ICML 2021 Learning Node Representations Using Stationary Flow Prediction on Large Payment and Cash Transaction Networks Ciwan Ceylan, Salla Franzén, Florian T. Pokorny

ICML 2019 Voronoi Boundary Classification: A High-Dimensional Geometric Approach via Weighted Monte Carlo Integration Vladislav Polianskii, Florian T. Pokorny

ICCVW 2013 Supervised Hierarchical Dirichlet Processes with Variational Inference Cheng Zhang, Carl Henrik Ek, Xavi Gratal, Florian T. Pokorny, Hedvig Kjellström

NeurIPS 2012 Persistent Homology for Learning Densities with Bounded Support Florian T. Pokorny, Hedvig Kjellström, Danica Kragic, Carl Ek