7 datasets found

Tags: sequence modeling

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  • STCN: STOCHASTIC TEMPORAL CONVOLUTIONAL NETWORKS

    Convolutional architectures have recently been shown to be competitive on many sequence modeling tasks when compared to the de-facto standard of recurrent neural networks...
  • Long Range Arena

    The Long Range Arena dataset consists of 6 tasks with lengths 1K-16K steps encompassing modalities and objectives that require similarity, structural, and visuospatial reasoning.
  • REUTERS

    The dataset is used to evaluate the performance of the Linear Additive Markov Process (LAMP) on real-world sequences.
  • Sequence Counting and MNIST Classification

    The proposed method is evaluated on a toy example problem of sequence counting followed by MNIST classification problem.
  • RecSys15

    The proposed model combines recurrent user history representation with a mixture density network, where a novel attention-based recurrent mixture density has been proposed to...
  • Cross-View Training

    The dataset used in the paper for semi-supervised sequence modeling with cross-view training.
  • Long Range Arena (LRA) benchmark

    The dataset used in this paper is the Long Range Arena (LRA) benchmark for efficient sequence models, which contains 6 tasks with lengths 1K-16K steps, encompassing modalities and...
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