Hierarchical Attention-Based Recurrent Highway Networks for Time Series
Prediction

Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction

2 June 2018

Weizhong Zhang

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Papers citing "Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction"

14 / 14 papers shown

Title
A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction Yao Qin Dongjin Song Haifeng Chen Wei Cheng Guofei Jiang G. Cottrell AI4TS 204 1,243 0 07 Apr 2017
Analyzing and Exploiting NARX Recurrent Neural Networks for Long-Term Dependencies R. DiPietro Christian Rupprecht Nassir Navab Gregory Hager 44 26 0 24 Feb 2017
Recurrent Highway Networks J. Zilly R. Srivastava Jan Koutník Jürgen Schmidhuber 116 418 0 12 Jul 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 382 14,280 0 23 Feb 2016
Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks P. Bashivan Irina Rish M. Yeasin Noel Codella 95 666 0 19 Nov 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 572 8,017 0 13 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 610 12,760 0 11 Dec 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 270 6,793 0 03 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 589 27,345 0 01 Sep 2014
Deep Recurrent Neural Networks for Time Series Prediction Sharat C. Prasad P. Prasad AI4TS 41 38 0 22 Jul 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,414 0 03 Jun 2014
Dynamic Covariance Models for Multivariate Financial Time Series Yue Wu José Miguel Hernández-Lobato Zoubin Ghahramani 96 45 0 18 May 2013
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 232 8,529 0 22 Mar 2013