Search Results for author: Giosue Migliorini

Found 2 papers, 0 papers with code

Dynamic Conditional Optimal Transport through Simulation-Free Flows

no code implementations5 Apr 2024 Gavin Kerrigan, Giosue Migliorini, Padhraic Smyth

We study the geometry of conditional optimal transport (COT) and prove a dynamical formulation which generalizes the Benamou-Brenier Theorem.

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Functional Flow Matching

no code implementations26 May 2023 Gavin Kerrigan, Giosue Migliorini, Padhraic Smyth

We propose Functional Flow Matching (FFM), a function-space generative model that generalizes the recently-introduced Flow Matching model to operate in infinite-dimensional spaces.

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