An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Shaojie BaiJ. Zico KolterVladlen Koltun

   Papers with code   Abstract  PDF

For most deep learning practitioners, sequence modeling is synonymous with recurrent networks. Yet recent results indicate that convolutional architectures can outperform recurrent networks on tasks such as audio synthesis and machine translation... (read more)

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