Marten Lienen

Discrete Bayesian Sample Inference for Graph Generation

Edit-Based Flow Matching for Temporal Point Processes

Generative Modeling with Bayesian Sample Inference

Flow Matching with Gaussian Process Priors for Probabilistic Time Series Forecasting

UnHiPPO: Uncertainty-aware Initialization for State Space Models