Fabian J Theis
5 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Research topics
Keywords
generative modeling
(1)
optimal transport
(1)
gene expression
(1)
quadratic programming
(1)
generative model
(1)
disentangled representation
(1)
variational autoencoder
(1)
domain translation
(1)
euclidean geometry
(1)
molecule generation
(1)
flow-based model
(1)
single-cell rna-seq
(1)
molecular property prediction
(1)
unbalanced optimal transport
(1)
chemical structure
(1)
trajectory reconstruction
(1)
single-cell rna sequencing
(1)
geometric feature
(1)
unpaired learning
(1)
monge map
(1)
Papers
Disentangled Representation Learning with the Gromov-Monge Gap
ICLR 2025
Enforcing Latent Euclidean Geometry in Single-Cell VAEs for Manifold Interpolation
ICML 2025
MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds
ICLR 2025
Multi-Modal and Multi-Attribute Generation of Single Cells with CFGen
ICLR 2025
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation
ICLR 2024