Heinz Koeppl

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 172

Top Venues

Publications

Akash Kopparam Sreedhara, Deepesh Padala, Shashank Mahesh, Kai Cui, Mengguang Li, Heinz Koeppl
Optimal Collaborative Transportation for Under-Capacitated Vehicle Routing Problems using Aerial Drone Swarms. ICRA (2024)
Kai Cui, Sascha Hauck, Christian Fabian, Heinz Koeppl
Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior. ICLR (2024)
Philipp Froehlich, Heinz Koeppl
Graph Structure Inference with BAM: Introducing the Bilinear Attention Mechanism. CoRR (2024)
Yannick Eich, Bastian Alt, Heinz Koeppl
Approximate Control for Continuous-Time POMDPs. AISTATS (2024)
Kai Cui, Gökçe Dayanikli, Mathieu Laurière, Matthieu Geist, Olivier Pietquin, Heinz Koeppl
Learning Discrete-Time Major-Minor Mean Field Games. AAAI (2024)
Mengguang Li, Kai Cui, Heinz Koeppl
A Modular Aerial System Based on Homogeneous Quadrotors with Fault-Tolerant Control. CoRR (2024)
Maximilian Gehri, Nicolai Engelmann, Heinz Koeppl
Mutual Information of a class of Poisson-type Channels using Markov Renewal Theory. CoRR (2024)
Yannick Eich, Bastian Alt, Heinz Koeppl
Approximate Control for Continuous-Time POMDPs. CoRR (2024)
Sharif Azem, David Scheunert, Mengguang Li, Jonas Gehrunger, Kai Cui, Christian Hochberger, Heinz Koeppl
FPGA-Based Neural Thrust Controller for UAVs. CoRR (2024)
Jiahui Geng, Fengyu Cai, Yuxia Wang, Heinz Koeppl, Preslav Nakov, Iryna Gurevych
A Survey of Confidence Estimation and Calibration in Large Language Models. NAACL-HLT (2024)
Christian Fabian, Kai Cui, Heinz Koeppl
Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach. ICLR (2024)
Rui Huang, Sikun Yang, Heinz Koeppl
Negative-Binomial Randomized Gamma Markov Processes for Heterogeneous Overdispersed Count Time Series. CoRR (2024)
Jiahao Wang, Sikun Yang, Heinz Koeppl, Xiuzhen Cheng, Pengfei Hu, Guoming Zhang
Poisson-Gamma Dynamical Systems with Non-Stationary Transition Dynamics. CoRR (2024)
Fengyu Cai, Xinran Zhao, Hongming Zhang, Iryna Gurevych, Heinz Koeppl
GeoHard: Towards Measuring Class-wise Hardness through Modelling Class Semantics. CoRR (2024)
Fengyu Cai, Xinran Zhao, Hongming Zhang, Iryna Gurevych, Heinz Koeppl
GeoHard: Towards Measuring Class-wise Hardness through Modelling Class Semantics. ACL (Findings) (2024)
Christian Fabian, Kai Cui, Heinz Koeppl
Learning Mean Field Games on Sparse Graphs: A Hybrid Graphex Approach. CoRR (2024)
Jürgen Adamy, Ulrike A. Nuber, Heinz Koeppl, Georg Bretthauer
Biological engineering - an engineering discipline crucial to the future of our civilization. Autom. 72 (7) (2024)
Fengyu Cai, Xinran Zhao, Tong Chen, Sihao Chen, Hongming Zhang, Iryna Gurevych, Heinz Koeppl
MixGR: Enhancing Retriever Generalization for Scientific Domain through Complementary Granularity. CoRR (2024)
Douglas A. Lauffenburger, Heinz Koeppl
New biological solutions to the many problems of our time. Autom. 72 (7) (2024)
Sikun Yang, Heinz Koeppl
Scaling up Dynamic Edge Partition Models via Stochastic Gradient MCMC. CoRR (2024)
Mengguang Li, Kai Cui, Heinz Koeppl
A Modular Aerial System Based on Homogeneous Quadrotors with Fault-Tolerant Control. ICRA (2024)
Christoph Reich, Tim Prangemeier, Heinz Koeppl
The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures. ICCV (Workshops) (2023)
Zhen Han, Ruotong Liao, Jindong Gu, Yao Zhang, Zifeng Ding, Yujia Gu, Heinz Koeppl, Hinrich Schütze, Volker Tresp
ECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations. ACL (Findings) (2023)
Kai Cui, Lars Baumgärtner, Burak Yilmaz, Mengguang Li, Christian Fabian, Benjamin Becker, Lin Xiang, Maximilian Bauer, Heinz Koeppl
UAV Swarms for Joint Data Ferrying and Dynamic Cell Coverage via Optimal Transport Descent and Quadratic Assignment. CoRR (2023)
Akash Kopparam Sreedhara, Deepesh Padala, Shashank Mahesh, Kai Cui, Mengguang Li, Heinz Koeppl
Optimal Collaborative Transportation for Under-Capacitated Vehicle Routing Problems using Aerial Drone Swarms. CoRR (2023)
Christoph Reich, Tim Prangemeier, Heinz Koeppl
The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures. CoRR (2023)
Christoph Reich, Tim Prangemeier, André O. Françani, Heinz Koeppl
An Instance Segmentation Dataset of Yeast Cells in Microstructures. EMBC (2023)
Kai Cui, Sascha Hauck, Christian Fabian, Heinz Koeppl
Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior. CoRR (2023)
Özdemir Çetin, Junming Lai, Paul Ziegler, Peter Wild, Gamze Dogali, Heinz Koeppl
Keypoint-Driven Unsupervised Learning for Histopathology Image Registration. BIBM (2023)
Kai Cui, Gökçe Dayanikli, Mathieu Laurière, Matthieu Geist, Olivier Pietquin, Heinz Koeppl
Learning Discrete-Time Major-Minor Mean Field Games. CoRR (2023)
Kai Cui, Mengguang Li, Christian Fabian, Heinz Koeppl
Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control. ICRA (2023)
Christian Fabian, Kai Cui, Heinz Koeppl
Learning Sparse Graphon Mean Field Games. AISTATS (2023)
Jannis Weil, Gizem Ekinci, Heinz Koeppl, Tobias Meuser
Learning to Cooperate and Communicate Over Imperfect Channels. CoRR (2023)
Mark Sinzger-D'Angelo, Heinz Koeppl
Counting Processes With Piecewise-Deterministic Markov Conditional Intensity: Asymptotic Analysis, Implementation, and Information-Theoretic Use. IEEE Trans. Inf. Theory 69 (11) (2023)
Bastian Alt, Heinz Koeppl
Entropic Matching for Expectation Propagation of Markov Jump Processes. CoRR (2023)
Dominik Straub, Matthias Schultheis, Heinz Koeppl, Constantin A. Rothkopf
Probabilistic inverse optimal control with local linearization for non-linear partially observable systems. CoRR (2023)
Christian Fabian, Kai Cui, Heinz Koeppl
Mean Field Games on Weighted and Directed Graphs via Colored Digraphons. IEEE Control. Syst. Lett. 7 (2023)
Jannis Weil, Yassin Alkhalili, Anam Tahir, Thomas Gruczyk, Tobias Meuser, Mu Mu, Heinz Koeppl, Andreas Mauthe
Modeling Quality of Experience for Compressed Point Cloud Sequences based on a Subjective Study. QoMEX (2023)
Kai Cui, Christian Fabian, Heinz Koeppl
Multi-Agent Reinforcement Learning via Mean Field Control: Common Noise, Major Agents and Approximation Properties. CoRR (2023)
Anam Tahir, Bastian Alt, Amr Rizk, Heinz Koeppl
Load Balancing in Compute Clusters With Delayed Feedback. IEEE Trans. Computers 72 (6) (2023)
Anam Tahir, Kai Cui, Heinz Koeppl
Sparse Mean Field Load Balancing in Large Localized Queueing Systems. CoRR (2023)
Jiahui Geng, Fengyu Cai, Yuxia Wang, Heinz Koeppl, Preslav Nakov, Iryna Gurevych
A Survey of Language Model Confidence Estimation and Calibration. CoRR (2023)
Kai Cui, Lars Baumgärtner, Mustafa Burak Yilmaz, Mengguang Li, Christian Fabian, Benjamin Becker, Lin Xiang, Maximilian Bauer, Heinz Koeppl
UAV Swarms for Joint Data Ferrying and Dynamic Cell Coverage via Optimal Transport Descent and Quadratic Assignment. LCN (2023)
Anam Tahir, Kai Cui, Bastian Alt, Amr Rizk, Heinz Koeppl
Collaborative Optimization of the Age of Information under Partial Observability. CoRR (2023)
Christoph Reich, Tim Prangemeier, André O. Françani, Heinz Koeppl
An Instance Segmentation Dataset of Yeast Cells in Microstructures. CoRR (2023)
Dominik Straub, Matthias Schultheis, Heinz Koeppl, Constantin A. Rothkopf
Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs. NeurIPS (2023)
Christian Fabian, Kai Cui, Heinz Koeppl
Mean Field Games on Weighted and Directed Graphs via Colored Digraphons. CoRR (2022)
Mark Sinzger-D'Angelo, Heinz Koeppl
ACID: A Low Dimensional Characterization of Markov-Modulated and Self-Exciting Counting Processes. CoRR (2022)
Lukas Köhs, Bastian Alt, Heinz Koeppl
Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems. ICML (2022)
Matthias Schultheis, Constantin A. Rothkopf, Heinz Koeppl
Reinforcement Learning with Non-Exponential Discounting. NeurIPS (2022)
Kai Cui, Wasiur R. KhudaBukhsh, Heinz Koeppl
Hypergraphon Mean Field Games. CoRR (2022)
Yassin Alkhalili, Jannis Weil, Anam Tahir, Tobias Meuser, Boris Koldehofe, Andreas Mauthe, Heinz Koeppl, Ralf Steinmetz
Towards QoE-Driven Optimization of Multi-Dimensional Content Streaming. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 80 (2022)
Nicolai Engelmann, Heinz Koeppl
Forward-Backward Latent State Inference for Hidden Continuous-Time semi-Markov Chains. CoRR (2022)
Kai Cui, Mengguang Li, Christian Fabian, Heinz Koeppl
Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control. CoRR (2022)
Anam Tahir, Kai Cui, Heinz Koeppl
Learning Mean-Field Control for Delayed Information Load Balancing in Large Queuing Systems. ICPP (2022)
Tim Prangemeier, Christian Wildner, André O. Françani, Christoph Reich, Heinz Koeppl
Yeast cell segmentation in microstructured environments with deep learning. Biosyst. 211 (2022)
Matthias Schultheis, Constantin A. Rothkopf, Heinz Koeppl
Reinforcement Learning with Non-Exponential Discounting. CoRR (2022)
Sharif Azem, Anam Tahir, Heinz Koeppl
Dynamic Time Slot Allocation Algorithm for Quadcopter Swarms. CCNC (2022)
Ahmet Gokberk Gul, Özdemir çetin, Christoph Reich, Tim Prangemeier, Nadine Flinner, Heinz Koeppl
Histopathological Image Classification based on Self-Supervised Vision Transformer and Weak Labels. CoRR (2022)
Sounak Kar, Bastian Alt, Heinz Koeppl, Amr Rizk
PAQMAN: A Principled Approach to Active Queue Management. CoRR (2022)
Sharif Azem, Anam Tahir, Heinz Koeppl
Dynamic Time Slot Allocation Algorithm for Quadcopter Swarms. CoRR (2022)
Kai Cui, Mustafa Burak Yilmaz, Anam Tahir, Anja Klein, Heinz Koeppl
Optimal Offloading Strategies for Edge-Computing via Mean-Field Games and Control. CoRR (2022)
Anam Tahir, Kai Cui, Heinz Koeppl
Learning Mean-Field Control for Delayed Information Load Balancing in Large Queuing Systems. CoRR (2022)
Özdemir Çetin, Mingzhi Chen, Paul Ziegler, Peter Wild, Heinz Koeppl
Deep learning-based restaining of histopathological images. BIBM (2022)
Lukas Köhs, Bastian Alt, Heinz Koeppl
Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems. CoRR (2022)
Jiekai Jia, Anam Tahir, Heinz Koeppl
Decentralized Coordination in Partially Observable Queueing Networks. CoRR (2022)
Ramzi Ourari, Kai Cui, Ahmed Elshamanhory, Heinz Koeppl
Nearest-Neighbor-based Collision Avoidance for Quadrotors via Reinforcement Learning. ICRA (2022)
Jiekai Jia, Anam Tahir, Heinz Koeppl
Decentralized Coordination in Partially Observable Queueing Networks. GLOBECOM (2022)
Kai Cui, Mustafa Burak Yilmaz, Anam Tahir, Anja Klein, Heinz Koeppl
Optimal Offloading Strategies for Edge-Computing via Mean-Field Games and Control. GLOBECOM (2022)
Nicolai Engelmann, Heinz Koeppl
Forward-Backward Latent State Inference for Hidden Continuous-Time semi-Markov Chains. NeurIPS (2022)
Kai Cui, Heinz Koeppl
Learning Graphon Mean Field Games and Approximate Nash Equilibria. ICLR (2022)
Özdemir Çetin, Yiran Shu, Nadine Flinner, Paul Ziegler, Peter Wild, Heinz Koeppl
Multi-magnification Networks for Deformable Image Registration on Histopathology Images. WBIR (2022)
Kai Cui, Anam Tahir, Gizem Ekinci, Ahmed Elshamanhory, Yannick Eich, Mengguang Li, Heinz Koeppl
A Survey on Large-Population Systems and Scalable Multi-Agent Reinforcement Learning. CoRR (2022)
Christian Fabian, Kai Cui, Heinz Koeppl
Learning Sparse Graphon Mean Field Games. CoRR (2022)
Lukas Köhs, Bastian Alt, Heinz Koeppl
Variational Inference for Continuous-Time Switching Dynamical Systems. NeurIPS (2021)
Tim Prangemeier, Christoph Reich, Christian Wildner, Heinz Koeppl
Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy. CoRR (2021)
Christoph Reich, Tim Prangemeier, Christian Wildner, Heinz Koeppl
Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy. MICCAI (8) (2021)
Ramzi Ourari, Kai Cui, Heinz Koeppl
Decentralized Swarm Collision Avoidance for Quadrotors via End-to-End Reinforcement Learning. CoRR (2021)
Nikita Kruk, José A. Carrillo, Heinz Koeppl
A finite volume method for continuum limit equations of nonlocally interacting active chiral particles. J. Comput. Phys. 440 (2021)
Christoph Reich, Tim Prangemeier, Özdemir Çetin, Heinz Koeppl
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data. CoRR (2021)
Kai Cui, Anam Tahir, Mark Sinzger, Heinz Koeppl
Discrete-Time Mean Field Control with Environment States. CoRR (2021)
Christian Wildner, Heinz Koeppl
Moment-Based Variational Inference for Stochastic Differential Equations. AISTATS (2021)
Kai Cui, Heinz Koeppl
Learning Graphon Mean Field Games and Approximate Nash Equilibria. CoRR (2021)
Lukas Köhs, Bastian Alt, Heinz Koeppl
Variational Inference for Continuous-Time Switching Dynamical Systems. CoRR (2021)
Kai Cui, Heinz Koeppl
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning. AISTATS (2021)
Christoph Reich, Tim Prangemeier, Özdemir Çetin, Heinz Koeppl
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data. BMVC (2021)
Christian Wildner, Heinz Koeppl
Moment-Based Variational Inference for Stochastic Differential Equations. CoRR (2021)
Anam Tahir, Bastian Alt, Amr Rizk, Heinz Koeppl
Scheduling in Parallel Finite Buffer Systems: Optimal Decisions under Delayed Feedback. CoRR (2021)
Thomas Kuebert, Henning Puder, Heinz Koeppl
Daily Routine Recognition for Hearing Aid Personalization. SN Comput. Sci. 2 (2) (2021)
Dominik Linzner, Heinz Koeppl
Active Learning of Continuous-time Bayesian Networks through Interventions. CoRR (2021)
Ion Gabriel Ion, Christian Wildner, Dimitrios Loukrezis, Heinz Koeppl, Herbert De Gersem
Tensor-train approximation of the chemical master equation and its application for parameter inference. CoRR (2021)
Kai Cui, Heinz Koeppl
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning. CoRR (2021)
Kai Cui, Anam Tahir, Mark Sinzger, Heinz Koeppl
Discrete-Time Mean Field Control with Environment States. CDC (2021)
Dominik Linzner, Heinz Koeppl
Active Learning of Continuous-time Bayesian Networks through Interventions. ICML (2021)
Thomas Kuebert, Henning Puder, Heinz Koeppl
Improving Daily Routine Recognition in Hearing Aids Using Sequence Learning. IEEE Access 9 (2021)
Tim Prangemeier, Christian Wildner, Maleen Hanst, Heinz Koeppl
Maximizing Information Gain for the Characterization of Biomolecular Circuits. CoRR (2021)
Sikun Yang, Heinz Koeppl
The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks. UAI (2020)
Dominik Linzner, Heinz Koeppl
A Variational Perturbative Approach to Planning in Graph-Based Markov Decision Processes. AAAI (2020)
Nikita Kruk, José A. Carrillo, Heinz Koeppl
A Finite Volume Method for Continuum Limit Equations of Nonlocally Interacting Active Chiral Particles. CoRR (2020)
Sounak Kar, Robin Rehrmann, Arpan Mukhopadhyay, Bastian Alt, Florin Ciucu, Heinz Koeppl, Carsten Binnig, Amr Rizk
On the Throughput Optimization in Large-Scale Batch-Processing Systems. SIGMETRICS Perform. Evaluation Rev. 48 (3) (2020)

Heinz Koeppl.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Heinz Koeppl