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Reu, Teodora
4 publications
ICLRW
2025
Flows Don't Cross in High Dimension
Teodora Reu
,
Sixtine Dromigny
,
Michael M. Bronstein
,
Francisco Vargas
NeurIPS
2025
Gradient Variance Reveals Failure Modes in Flow-Based Generative Models
Teodora Reu
,
Sixtine Dromigny
,
Michael M. Bronstein
,
Francisco Vargas
NeurIPS
2024
Metric Flow Matching for Smooth Interpolations on the Data Manifold
Kacper Kapuśniak
,
Peter Potaptchik
,
Teodora Reu
,
Leo Zhang
,
Alexander Tong
,
Michael Bronstein
,
Avishek Joey Bose
,
Francesco Di Giovanni
UAI
2024
To Smooth a Cloud or to Pin It Down: Expressiveness Guarantees and Insights on Score Matching in Denoising Diffusion Models
Teodora Reu
,
Francisco Vargas
,
Anna Kerekes
,
Michael Bronstein