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cs.LG 1

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2024 1

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Sampling Out-of-Distribution Chemical Spaces via Bayesian Flow

cs.LG · 2024-12-16 · conditional · novelty 5.0

A Bayesian flow network with a semi-autoregressive causal mask and an auxiliary reinforcement learning term generates molecules with higher predicted docking scores than its training data, outperforming prior out-of-distribution baselines.

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  • Sampling Out-of-Distribution Chemical Spaces via Bayesian Flow cs.LG · 2024-12-16 · conditional · none · ref 13

    A Bayesian flow network with a semi-autoregressive causal mask and an auxiliary reinforcement learning term generates molecules with higher predicted docking scores than its training data, outperforming prior out-of-distribution baselines.