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- W4214884080 abstract "<div>There has been a wave of generative models for molecules triggered by advances in the field of Deep Learning. These generative models are often used to optimize chemical compounds towards particular properties or a desired biological activity. The evaluation of generative models remains challenging and suggested performance metrics or scoring functions often do not cover all relevant aspects of drug design projects. In this work, we highlight some unintended failure modes of generative models and how these evade detection by current performance metrics.</div>" @default.
- W4214884080 created "2022-03-05" @default.
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- W4214884080 date "2020-04-30" @default.
- W4214884080 modified "2023-09-29" @default.
- W4214884080 title "On Failure Modes of Molecule Generators and Optimizers" @default.
- W4214884080 doi "https://doi.org/10.26434/chemrxiv.12213542" @default.
- W4214884080 hasPublicationYear "2020" @default.
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