Schubert, Matthias

11 publications

IJCAI 2025 Aerial Coverage Path Planning in Nuclear Emergencies Johann Blake, Matthias Schubert

ICLRW 2025 Beyond Single-Step: Multi-Frame Action- Conditioned Video Generation for Reinforce- Ment Learning Environments Zongyue Li, Sikuan Yan, Yunpu Ma, Yusong Li, Xing Lyu, Matthias Schubert

NeurIPS 2024 Autoregressive Policy Optimization for Constrained Allocation Tasks David Winkel, Niklas Strauß, Maximilian Bernhard, Zongyue Li, Thomas Seidl, Matthias Schubert

WACV 2024 What's Outside the Intersection? Fine-Grained Error Analysis for Semantic Segmentation Beyond IoU Maximilian Bernhard, Roberto Amoroso, Yannic Kindermann, Lorenzo Baraldi, Rita Cucchiara, Volker Tresp, Matthias Schubert

AAAI 2023 InstanceFormer: An Online Video Instance Segmentation Framework Rajat Koner, Tanveer Hannan, Suprosanna Shit, Sahand Sharifzadeh, Matthias Schubert, Thomas Seidl, Volker Tresp

ICCV 2023 MapFormer: Boosting Change Detection by Using Pre-Change Information Maximilian Bernhard, Niklas Strauß, Matthias Schubert

ECML-PKDD 2022 Reinforcement Learning for Multi-Agent Stochastic Resource Collection Niklas Strauß, David Winkel, Max Berrendorf, Matthias Schubert

ECML-PKDD 2022 Risk-Aware Reinforcement Learning for Multi-Period Portfolio Selection David Winkel, Niklas Strauß, Matthias Schubert, Thomas Seidl

ECML-PKDD 2022 SEA: Graph Shell Attention in Graph Neural Networks Christian M. M. Frey, Yunpu Ma, Matthias Schubert

IJCAI 2020 Semi-Markov Reinforcement Learning for Stochastic Resource Collection Sebastian Schmoll, Matthias Schubert

IJCAI 2018 Dynamic Resource Routing Using Real-Time Dynamic Programming Sebastian Schmoll, Matthias Schubert