Dirichlet Flow Matching with Applications to DNA Sequence Design

Hannes Stärk; Bowen Jing; Chenyu Wang; Gabriele Corso; Bonnie Berger; Regina Barzilay; Tommi Jaakkola

2024 ICML ICML 2024

Dirichlet Flow Matching with Applications to DNA Sequence Design

Abstract

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Authors

Hannes Stärk, Bowen Jing, Chenyu Wang, Gabriele Corso, Bonnie Berger, Regina Barzilay, Tommi Jaakkola

Topics

Artificial Intelligence > Core AI > Multimodal Learning Machine Learning > Optimization & Theory > Optimization Deep Learning > Models > Generative Models

Keywords

autoregressive model classifier-free guidance dna sequence design dirichlet flow matching mixtures of dirichlet distributions simplex

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