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fingerprinting [2018/02/14 12:56]
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fingerprinting [2018/02/14 13:04] (current)
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 https://​arxiv.org/​pdf/​1704.01212.pdf Neural Message Passing for Quantum Chemistry https://​arxiv.org/​pdf/​1704.01212.pdf Neural Message Passing for Quantum Chemistry
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 +https://​arxiv.org/​abs/​1506.02108 Deeply Learning the Messages in Message Passing Inference
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 +We proffer a new, efficient deep structured model learning scheme, in which we show how deep Convolutional Neural Networks (CNNs) can be used to estimate the messages in message passing inference for structured prediction with Conditional Random Fields (CRFs). With such CNN message estimators, we obviate the need to learn or evaluate potential functions for message calculation. ​