Efficient protein flow models with optimal transport flow matching

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• Alexander Tong - Mila
• Tuesday 24 September 2024, 15:00-16:00
• https://cam-ac-uk.zoom.us/j/87584414342?pwd=0Jy43MhaGsPRZFt1MaENKRPApD1HmV.1.

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In this talk I will first discuss how optimal transport can be combined with flow matching for improved efficiency in training and inference. By reducing variance in the objective and curvature in the trajectories. I will then discuss how these methods can be applied towards protein design tasks with the FoldFlow family of models.

This talk is part of the Cambridge Ellis Unit series.

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