GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking

18 June 2018

Papers citing "GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking"

21 / 21 papers shown

Title
Word2Bits - Quantized Word Vectors Maximilian Lam MQ 42 26 0 15 Mar 2018
Deep Neural Network Compression with Single and Multiple Level Quantization Yuhui Xu Yongzhuang Wang Aojun Zhou Weiyao Lin H. Xiong MQ 45 115 0 06 Mar 2018
Universal Deep Neural Network Compression Yoojin Choi Mostafa El-Khamy Jungwon Lee MQ 93 87 0 07 Feb 2018
Compressing Word Embeddings via Deep Compositional Code Learning Raphael Shu Hideki Nakayama 61 129 0 03 Nov 2017
Bayesian Sparsification of Recurrent Neural Networks E. Lobacheva Nadezhda Chirkova Dmitry Vetrov UQCV BDL 39 16 0 31 Jul 2017
Compressing Recurrent Neural Network with Tensor Train Andros Tjandra S. Sakti Satoshi Nakamura 54 110 0 23 May 2017
Exploring Sparsity in Recurrent Neural Networks Sharan Narang Erich Elsen G. Diamos Shubho Sengupta 38 312 0 17 Apr 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.1K 20,813 0 17 Apr 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 325 1,900 0 10 Jan 2017
Compressing Neural Language Models by Sparse Word Representations Yunchuan Chen Lili Mou Yan Xu Ge Li Zhi Jin MoE 35 30 0 13 Oct 2016
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations Itay Hubara Matthieu Courbariaux Daniel Soudry Ran El-Yaniv Yoshua Bengio MQ 140 1,862 0 22 Sep 2016
Learning Compact Recurrent Neural Networks Zhiyun Lu Vikas Sindhwani Tara N. Sainath 44 86 0 09 Apr 2016
Exploring the Limits of Language Modeling Rafal Jozefowicz Oriol Vinyals M. Schuster Noam M. Shazeer Yonghui Wu 176 1,145 0 07 Feb 2016
Quantized Convolutional Neural Networks for Mobile Devices Jiaxiang Wu Cong Leng Yuhang Wang Qinghao Hu Jian Cheng MQ 83 1,165 0 21 Dec 2015
Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications Yong-Deok Kim Eunhyeok Park S. Yoo Taelim Choi Lu Yang Dongjun Shin 112 893 0 20 Nov 2015
Fixed Point Quantization of Deep Convolutional Networks D. Lin S. Talathi V. Annapureddy MQ 90 814 0 19 Nov 2015
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han Huizi Mao W. Dally 3DGS 241 8,821 0 01 Oct 2015
Learning both Weights and Connections for Efficient Neural Networks Song Han Jeff Pool J. Tran W. Dally CVBM 296 6,660 0 08 Jun 2015
Speeding up Convolutional Neural Networks with Low Rank Expansions Max Jaderberg Andrea Vedaldi Andrew Zisserman 128 1,462 0 15 May 2014
Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation Emily L. Denton Wojciech Zaremba Joan Bruna Yann LeCun Rob Fergus FAtt 167 1,688 0 02 Apr 2014
One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling Ciprian Chelba Tomas Mikolov M. Schuster Qi Ge T. Brants P. Koehn T. Robinson 161 1,103 0 11 Dec 2013