Michael Kölle

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 19

Top Topics

Top Venues

ICPR Workshops (7)

Publications

Michael Kölle, Tim Matheis, Philipp Altmann, Kyrill Schmid
Learning to Participate Through Trading of Reward Shares. ICAART (1) (2023)
Michael Kölle, Tim Matheis, Philipp Altmann, Kyrill Schmid
Learning to Participate through Trading of Reward Shares. CoRR (2023)
Thomy Phan, Fabian Ritz, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien
Attention-Based Recurrency for Multi-Agent Reinforcement Learning under State Uncertainty. CoRR (2023)
Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien
VoronoiPatches: Evaluating a New Data Augmentation Method. ICAART (3) (2023)
Michael Kölle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien
Compression of GPS Trajectories using Autoencoders. CoRR (2023)
Michael Kölle, Steffen Illium, Carsten Hahn, Lorenz Schauer, Johannes Hutter, Claudia Linnhoff-Popien
Compression of GPS Trajectories Using Autoencoders. ICAART (3) (2023)
Jonas Stein, Farbod Chamanian, Maximilian Zorn, Jonas Nüßlein, Sebastian Zielinski, Michael Kölle, Claudia Linnhoff-Popien
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA. CoRR (2023)
Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Claudia Linnhoff-Popien
Improving Convergence for Quantum Variational Classifiers Using Weight Re-Mapping. ICAART (2) (2023)
Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Claudia Linnhoff-Popien
Improving Convergence for Quantum Variational Classifiers using Weight Re-Mapping. CoRR (2022)
Andreas Sedlmeier, Michael Kölle, Robert Müller, Leo Baudrexel, Claudia Linnhoff-Popien
Quantifying Multimodality in World Models. ICAART (1) (2022)
Steffen Illium, Gretchen Griffin, Michael Kölle, Maximilian Zorn, Jonas Nüßlein, Claudia Linnhoff-Popien
VoronoiPatches: Evaluating A New Data Augmentation Method. CoRR (2022)
Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor
Constructing Organism Networks from Collaborative Self-Replicators. SSCI (2022)
Michael Kölle, Lennart Rietdorf, Kyrill Schmid
Decentralized scheduling through an adaptive, trading-based multi-agent system. CoRR (2022)
Steffen Illium, Maximilian Zorn, Cristian Lenta, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor
Constructing Organism Networks from Collaborative Self-Replicators. CoRR (2022)
Michael Kölle, Dominik Laupheimer, Stefan Schmohl, Norbert Haala, Franz Rottensteiner, Jan Dirk Wegner, Hugo Ledoux
The Hessigheim 3D (H3D) Benchmark on Semantic Segmentation of High-Resolution 3D Point Clouds and Textured Meshes from UAV LiDAR and Multi-View-Stereo. CoRR (2021)
Andreas Sedlmeier, Michael Kölle, Robert Müller, Leo Baudrexel, Claudia Linnhoff-Popien
Quantifying Multimodality in World Models. CoRR (2021)
Michael Kölle, Volker Walter, Ivan Shiller, Uwe Soergel
CATEGORISE: An Automated Framework for Utilizing the Workforce of the Crowd for Semantic Segmentation of 3D Point Clouds. GCPR (2021)
Michael Kölle, Volker Walter, Stefan Schmohl, Uwe Soergel
Remembering Both the Machine and the Crowd When Sampling Points: Active Learning for Semantic Segmentation of ALS Point Clouds. ICPR Workshops (7) (2020)
Stefan Schmohl, Michael Kölle, Rudolf Frolow, Uwe Soergel
Towards Urban Tree Recognition in Airborne Point Clouds with Deep 3D Single-Shot Detectors. ICPR Workshops (7) (2020)