Paul Hagemann
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
inverse problem
(3)
gradient flow
(2)
maximum mean discrepancy
(2)
flow matching
(2)
bayesian inference
(2)
image denoising
(1)
image super-resolution
(1)
posterior approximation
(1)
generative model
(1)
generative modelling
(1)
neural network
(1)
wasserstein distance
(1)
riesz kernel
(1)
image generation
(1)
image restoration
(1)
optimal transport
(1)
posterior sampling
(1)
Papers
Conditional Wasserstein Distances with Applications in Bayesian OT Flow Matching
JMLR 2025
PnP-Flow: Plug-and-Play Image Restoration with Flow Matching
ICLR 2025
Generative Sliced MMD Flows with Riesz Kernels
ICLR 2024
Posterior Sampling Based on Gradient Flows of the MMD with Negative Distance Kernel
ICLR 2024