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The char-CNN-RNN encoder is relatively a popular encoder. It was proposed in the paper titled Learning Deep Representations of Fine-Grained Visual Descriptions by Scott Reed et al.

Is it an encoder part of an autoencoder? Or an stand alone neural network?

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