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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Manato Akiyama

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Open access Aug 2026

RIFT-VAE: grammar-conditioned pretraining and latent-space optimization for RNA inverse folding

RIFT-VAE is best interpreted as a hybrid generative-search framework: pretraining supplies a structure- and family-informed proposal distribution, whereas latent optimization concentrates evaluations in high-scoring regions.

Kentaro Watanabe, Manato Akiyama, Yasubumi Sakakibara · 0 citations

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