Christian Wald
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Models
(3)
Core Methods
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Learning Types
(1)
Mathematics
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
generative model
(2)
optimal transport
(2)
langevin dynamics
(1)
image generation
(1)
bayesian inference
(1)
medical image segmentation
(1)
flow matching
(1)
maximum mean discrepancy
(1)
posterior approximation
(1)
inverse problem
(1)
sample selection
(1)
gradient flow
(1)
wasserstein gradient flow
(1)
neural network
(1)
neural sampling
(1)
submodular mutual information
(1)
riesz kernel
(1)
boltzmann density
(1)
uncertainty-aware
(1)
wasserstein distance
(1)
Papers
Conditional Wasserstein Distances with Applications in Bayesian OT Flow Matching
JMLR 2025
Neural Sampling from Boltzmann Densities: Fisher-Rao Curves in the Wasserstein Geometry
ICLR 2025
Active Learning with the nnUNet and Sample Selection with Uncertainty-Aware Submodular Mutual Information Measure
MIDL 2024
Generative Sliced MMD Flows with Riesz Kernels
ICLR 2024