FSML Lecture Series – Alexander Tong (Mila – Quebec AI Institute): Flow matching in cell trajectories and protein design
1642 GGBL 2350 HAYWARD ST, Ann Arbor, United StatesFlow matching in cell trajectories and protein design
Flow matching in cell trajectories and protein design
Abstract: Generative flow models learn a (possibly stochastic) mapping between source and target distributions. Common paradigms include diffusion models, score matching models, and continuous normalizing flows. In this talk I will first present methods for improved training of flow models using flow matching objectives using ideas from optimal transport. I will then show how these […]
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Flow matching in cell trajectories and protein design
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