Shawn Tan

Most-cited papers

1. Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks

   Yikang Shen, Shawn Tan, A. Sordoni, Aaron C. Courville

   2018International Conference on Learning Representations353 citations

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2. Improving Explorability in Variational Inference with Annealed Variational Objectives

   Chin-Wei Huang, Shawn Tan, Alexandre Lacoste, Aaron C. Courville

   2018Neural Information Processing Systems57 citations

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3. Icentia11K: An Unsupervised Representation Learning Dataset for Arrhythmia Subtype Discovery

   Shawn Tan, Guillaume Androz, A. Chamseddine, P. Fecteau +3 more

   2019arXiv.org52 citations

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4. Improving the interpretability of deep neural networks with stimulated learning

   Shawn Tan, K. Sim, M. Gales

   2015Automatic Speech Recognition & Understanding47 citations

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5. Ordered Memory

   Yikang Shen, Shawn Tan, Seyedarian Hosseini, Zhouhan Lin +2 more

   2019Neural Information Processing Systems28 citations

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6. Learning utterance-level normalisation using Variational Autoencoders for robust automatic speech recognition

   Shawn Tan, K. Sim

   2016Spoken Language Technology Workshop21 citations

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7. Towards implicit complexity control using variable-depth deep neural networks for automatic speech recognition

   Shawn Tan, K. Sim

   2016IEEE International Conference on Acoustics, Speech, and Signal Processing12 citations

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8. Investigating Biases in Textual Entailment Datasets

   Shawn Tan, Yikang Shen, Chin-Wei Huang, Aaron C. Courville

   2019arXiv.org8 citations

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9. Self-organized Hierarchical Softmax

   Yikang Shen, Shawn Tan, C. Pal, Aaron C. Courville

   2017arXiv.org7 citations

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10. Generating Contradictory, Neutral, and Entailing Sentences

    Yikang Shen, Shawn Tan, Chin-Wei Huang, Aaron C. Courville

    2018arXiv.org3 citations

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11. {COMPANYNAME}11K: An Unsupervised Representation Learning Dataset for Arrhythmia Subtype Discovery

    Shawn Tan, Guillaume Androz, A. Chamseddine, P. Fecteau +3 more

    20191 citations

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12. Inferring Identity Factors for Grouped Examples

    Shawn Tan, C. Pal, Aaron C. Courville

    20180 citations

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