Heli Ben-Hamu | DeepAI

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research

∙ 04/28/2023

Multisample Flow Matching: Straightening Flows with Minibatch Couplings

Simulation-free methods for training continuous-time generative models c...

1 Aram-Alexandre Pooladian, et al. ∙

research

∙ 10/06/2022

Flow Matching for Generative Modeling

We introduce a new paradigm for generative modeling built on Continuous ...

2 Yaron Lipman, et al. ∙

research

∙ 07/11/2022

Matching Normalizing Flows and Probability Paths on Manifolds

Continuous Normalizing Flows (CNFs) are a class of generative models tha...

12 Heli Ben-Hamu, et al. ∙

research

∙ 06/14/2020

From Graph Low-Rank Global Attention to 2-FWL Approximation

Graph Neural Networks (GNNs) are known to have an expressive power bound...

0 Omri Puny, et al. ∙