Dilated Recurrent Neural Networks

Dilated Recurrent Neural Networks

5 October 2017

Michael Witbrock

M. Hasegawa-Johnson

Thomas S. Huang

Papers citing "Dilated Recurrent Neural Networks"

15 / 115 papers shown

Title
Long Short-Term Memory with Dynamic Skip Connections Tao Gui Qi Zhang Lujun Zhao Y. Lin Minlong Peng Jingjing Gong Xuanjing Huang 35 27 0 09 Nov 2018
Benchmarking Deep Sequential Models on Volatility Predictions for Financial Time Series Qiang Zhang Kyle Birkeland Yaodong Yang Y. Liu 24 9 0 08 Nov 2018
Trellis Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun 25 145 0 15 Oct 2018
Understanding Recurrent Neural Architectures by Analyzing and Synthesizing Long Distance Dependencies in Benchmark Sequential Datasets Abhijit Mahalunkar John D. Kelleher 24 8 0 06 Oct 2018
Linked Recurrent Neural Networks Zhiwei Wang Yao Ma Dawei Yin Jiliang Tang 22 1 0 19 Aug 2018
Using Regular Languages to Explore the Representational Capacity of Recurrent Neural Architectures Abhijit Mahalunkar John D. Kelleher 22 15 0 15 Aug 2018
IGLOO: Slicing the Features Space to Represent Sequences Vsevolod Sourkov VLM 20 5 0 09 Jul 2018
Sliced Recurrent Neural Networks Zeping Yu Gongshen Liu 18 41 0 06 Jul 2018
The challenge of realistic music generation: modelling raw audio at scale Sander Dieleman Aaron van den Oord Karen Simonyan 21 184 0 26 Jun 2018
Training LSTM Networks with Resistive Cross-Point Devices Tayfun Gokmen Malte J. Rasch W. Haensch 6 45 0 01 Jun 2018
Improved Sentence Modeling using Suffix Bidirectional LSTM Siddhartha Brahma 19 24 0 18 May 2018
The unreasonable effectiveness of the forget gate J. Westhuizen Joan Lasenby 22 86 0 13 Apr 2018
Multi-range Reasoning for Machine Comprehension Yi Tay Anh Tuan Luu S. Hui 13 34 0 24 Mar 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 42 4,715 0 04 Mar 2018
Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning Zhen He Shaobing Gao Liang Xiao Daxue Liu Hangen He David Barber AIMat 37 64 0 05 Nov 2017