Matthias Kirchler
5 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
AISTATS (1)
CVPR (1)
ICLR (1)
ICML (1)
MIDL (1)
Top co-authors
Keywords
medical imaging
(2)
representation learning
(2)
transfer learning
(1)
density estimation
(1)
self-supervised learning
(1)
multimodal learning
(1)
two-sample test
(1)
genome-wide association studies
(1)
two-sample testing
(1)
generative model
(1)
normalizing flow
(1)
dependent datum
(1)
likelihood objective
(1)
kernel methods
(1)
neural network
(1)
genetic datum
(1)
type-2 error
(1)
contrastive learning
(1)
Papers
Kernelised Normalising Flows
ICLR 2024
Heterogeneous Medical Data Integration with Multi-Source StyleGAN
MIDL 2024
Training Normalizing Flows from Dependent Data
ICML 2023
ContIG: Self-Supervised Multimodal Contrastive Learning for Medical Imaging With Genetics
CVPR 2022
Two-sample Testing Using Deep Learning
AISTATS 2020