Quasi-Recurrent Neural Networks

5 November 2016

Papers citing "Quasi-Recurrent Neural Networks"

50 / 206 papers shown

Title
Recurrent Attention Unit G. Zhong Guohua Yue Xiao Ling 23 14 0 30 Oct 2018
Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks Biao Zhang Deyi Xiong Jinsong Su Qian Lin Huiji Zhang 11 12 0 30 Oct 2018
Trellis Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun 15 145 0 15 Oct 2018
Mixture of Expert/Imitator Networks: Scalable Semi-supervised Learning Framework Shun Kiyono Jun Suzuki Kentaro Inui 31 8 0 13 Oct 2018
Persistence pays off: Paying Attention to What the LSTM Gating Mechanism Persists Giancarlo D. Salton John D. Kelleher KELM RALM 16 6 0 10 Oct 2018
End-to-End Text Classification via Image-based Embedding using Character-level Networks Shunsuke Kitada Ryunosuke Kotani Hitoshi Iyatomi 17 4 0 08 Oct 2018
Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, and Fluids Yunzhu Li Jiajun Wu Russ Tedrake J. Tenenbaum Antonio Torralba PINN AI4CE 27 387 0 03 Oct 2018
Propagation Networks for Model-Based Control Under Partial Observation Yunzhu Li Jiajun Wu Jun-Yan Zhu J. Tenenbaum Antonio Torralba Russ Tedrake AI4CE 8 137 0 28 Sep 2018
Adaptive Pruning of Neural Language Models for Mobile Devices Raphael Tang Jimmy J. Lin 16 6 0 27 Sep 2018
Revisiting Character-Based Neural Machine Translation with Capacity and Compression Colin Cherry George F. Foster Ankur Bapna Orhan Firat Wolfgang Macherey 18 94 0 29 Aug 2018
Pyramidal Recurrent Unit for Language Modeling Sachin Mehta Rik Koncel-Kedziorski Mohammad Rastegari Hannaneh Hajishirzi 19 10 0 27 Aug 2018
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition Zenan Zhai Dat Quoc Nguyen Karin Verspoor 9 30 0 25 Aug 2018
Recent Advances in Deep Learning: An Overview Matiur Rahman Minar Jibon Naher VLM 18 116 0 21 Jul 2018
IGLOO: Slicing the Features Space to Represent Sequences Vsevolod Sourkov VLM 18 5 0 09 Jul 2018
Sliced Recurrent Neural Networks Zeping Yu Gongshen Liu 16 41 0 06 Jul 2018
Multi-task WaveNet: A Multi-task Generative Model for Statistical Parametric Speech Synthesis without Fundamental Frequency Conditions Yu Gu Yongguo Kang 8 17 0 22 Jun 2018
Semi-tied Units for Efficient Gating in LSTM and Highway Networks Chao Zhang P. Woodland 22 3 0 18 Jun 2018
Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models Minjia Zhang Xiaodong Liu Wenhan Wang Jianfeng Gao Yuxiong He 23 30 0 11 Jun 2018
Learning to Search in Long Documents Using Document Structure Mor Geva Jonathan Berant RALM 20 15 0 09 Jun 2018
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings Dat Quoc Nguyen Karin Verspoor NAI MedIm 6 46 0 27 May 2018
Echo: Compiler-based GPU Memory Footprint Reduction for LSTM RNN Training Bojian Zheng Abhishek Tiwari Nandita Vijaykumar Gennady Pekhimenko 19 44 0 22 May 2018
Deep Neural Machine Translation with Weakly-Recurrent Units Mattia Antonino Di Gangi Marcello Federico AIMat 12 19 0 10 May 2018
Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum Omer Levy Kenton Lee Nicholas FitzGerald Luke Zettlemoyer RALM 11 34 0 09 May 2018
Convolutional Sequence to Sequence Model for Human Dynamics Chen Li Zhen Zhang Wee Sun Lee Gim Hee Lee 3DH 13 321 0 02 May 2018
Anticipating Traffic Accidents with Adaptive Loss and Large-scale Incident DB Tomoyuki Suzuki Hirokatsu Kataoka Y. Aoki Y. Satoh 11 108 0 08 Apr 2018
Single Stream Parallelization of Recurrent Neural Networks for Low Power and Fast Inference Wonyong Sung Jinhwan Park 11 5 0 30 Mar 2018
Multi-range Reasoning for Machine Comprehension Yi Tay Anh Tuan Luu S. Hui 11 34 0 24 Mar 2018
An Analysis of Neural Language Modeling at Multiple Scales Stephen Merity N. Keskar R. Socher 19 170 0 22 Mar 2018
Generalised Structural CNNs (SCNNs) for time series data with arbitrary graph topology Thomas Teh C. Auepanwiriyakul J. Harston A. Faisal GNN 27 2 0 14 Mar 2018
Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN Shuai Li W. Li Chris Cook Ce Zhu Yanbo Gao 8 719 0 13 Mar 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 25 4,708 0 04 Mar 2018
The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks Nicholas Carlini Chang-rui Liu Ulfar Erlingsson Jernej Kos D. Song 45 1,111 0 22 Feb 2018
Character-level Recurrent Neural Networks in Practice: Comparing Training and Sampling Schemes Cedric De Boom Thomas Demeester Bart Dhoedt 8 8 0 02 Jan 2018
A Flexible Approach to Automated RNN Architecture Generation Martin Schrimpf Stephen Merity James Bradbury R. Socher 19 15 0 20 Dec 2017
Learning to Attend via Word-Aspect Associative Fusion for Aspect-based Sentiment Analysis Yi Tay Anh Tuan Luu S. Hui 10 188 0 14 Dec 2017
Cross Temporal Recurrent Networks for Ranking Question Answer Pairs Yi Tay Anh Tuan Luu S. Hui OOD 16 42 0 21 Nov 2017
Weighted Transformer Network for Machine Translation Karim Ahmed N. Keskar R. Socher 25 133 0 06 Nov 2017
Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning Zhen He Shaobing Gao Liang Xiao Daxue Liu Hangen He David Barber AIMat 35 64 0 05 Nov 2017
Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German Pierre-Edouard Honnet Andrei Popescu-Belis C. Musat Michael Baeriswyl 28 40 0 30 Oct 2017
Malware Detection by Eating a Whole EXE Edward Raff Jon Barker Jared Sylvester Robert Brandon Bryan Catanzaro Charles K. Nicholas 21 535 0 25 Oct 2017
Efficiently Trainable Text-to-Speech System Based on Deep Convolutional Networks with Guided Attention Hideyuki Tachibana Katsuya Uenoyama Shunsuke Aihara 16 265 0 24 Oct 2017
Low-Rank RNN Adaptation for Context-Aware Language Modeling Aaron Jaech Mari Ostendorf 17 25 0 06 Oct 2017
Lattice Recurrent Unit: Improving Convergence and Statistical Efficiency for Sequence Modeling Chaitanya Ahuja Louis-Philippe Morency 22 4 0 06 Oct 2017
Learning Intrinsic Sparse Structures within Long Short-Term Memory W. Wen Yuxiong He Samyam Rajbhandari Minjia Zhang Wenhan Wang Fang Liu Bin Hu Yiran Chen H. Li MQ 27 140 0 15 Sep 2017
Parallelizing Linear Recurrent Neural Nets Over Sequence Length Eric Martin Chris Cundy 22 93 0 12 Sep 2017
Simple Recurrent Units for Highly Parallelizable Recurrence Tao Lei Yu Zhang Sida I. Wang Huijing Dai Yoav Artzi LRM 42 271 0 08 Sep 2017
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks Victor Campos Brendan Jou Xavier Giró-i-Nieto Jordi Torres Shih-Fu Chang 14 217 0 22 Aug 2017
Regularizing and Optimizing LSTM Language Models Stephen Merity N. Keskar R. Socher 45 1,090 0 07 Aug 2017
Revisiting Activation Regularization for Language RNNs Stephen Merity Bryan McCann R. Socher 27 44 0 03 Aug 2017
Dual Rectified Linear Units (DReLUs): A Replacement for Tanh Activation Functions in Quasi-Recurrent Neural Networks Fréderic Godin Jonas Degrave J. Dambre W. D. Neve MU 11 46 0 25 Jul 2017