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q-bio.GN 1

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2025 1

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Multi-modal single-cell foundation models via dynamic token adaptation

q-bio.GN · 2025-04-17 · conditional · novelty 7.0

The authors introduce dynamic token adaptation to combine DNA language models with single-cell foundation models, and show that mutating GATA4's promoter in silico shifts predicted target gene embeddings in fetal cardiomyocytes.

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  • Multi-modal single-cell foundation models via dynamic token adaptation q-bio.GN · 2025-04-17 · conditional · none · ref 7

    The authors introduce dynamic token adaptation to combine DNA language models with single-cell foundation models, and show that mutating GATA4's promoter in silico shifts predicted target gene embeddings in fetal cardiomyocytes.