Marten Lienen

According to our database, Marten Lienen authored at least 11 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Generative Modeling with Bayesian Sample Inference.

Marten Lienen, Marcel Kollovieh, Stephan Günnemann

CoRR, February, 2025

2024

Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting.

Marcel Kollovieh, Marten Lienen, David Lüdke, Leo Schwinn, Stephan Günnemann

CoRR, 2024

Unfolding Time: Generative Modeling for Turbulent Flows in 4D.

Abdullah Saydemir, Marten Lienen, Stephan Günnemann

CoRR, 2024

From Zero to Turbulence: Generative Modeling for 3D Flow Simulation.

Marten Lienen, David Lüdke, Jan Hansen-Palmus, Stephan Günnemann

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Assessing Robustness via Score-Based Adversarial Image Generation.

Marcel Kollovieh, Lukas Gosch, Yan Scholten, Marten Lienen, Stephan Günnemann

CoRR, 2023

Generative Diffusion for 3D Turbulent Flows.

Marten Lienen, Jan Hansen-Palmus, David Lüdke, Stephan Günnemann

CoRR, 2023

Add and Thin: Diffusion for Temporal Point Processes.

David Lüdke, Marin Bilos, Oleksandr Shchur, Marten Lienen, Stephan Günnemann

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

torchode: A Parallel ODE Solver for PyTorch.

Marten Lienen, Stephan Günnemann

CoRR, 2022

Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks.

Marten Lienen, Stephan Günnemann

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More.

Johannes Klicpera, Marten Lienen, Stephan Günnemann

Proceedings of the 38th International Conference on Machine Learning, 2021

2016

Rate-Adaptive Link Quality Estimation for Coded Packet Networks.

Maurice Leclaire, Stephan M. Günther, Marten Lienen, Maximilian Riemensberger, Georg Carle

Proceedings of the 41st IEEE Conference on Local Computer Networks, 2016