Training Very Deep Networks

22 July 2015

Papers citing "Training Very Deep Networks"

50 / 559 papers shown

Title
CrescendoNet: A Simple Deep Convolutional Neural Network with Ensemble Behavior Xiang Zhang Nishant Vishwamitra Hongxin Hu Feng Luo 17 2 0 30 Oct 2017
Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks Xu Sun Bingzhen Wei Xuancheng Ren Shuming Ma 32 40 0 28 Oct 2017
Malware Detection by Eating a Whole EXE Edward Raff Jon Barker Jared Sylvester Robert Brandon Bryan Catanzaro Charles K. Nicholas 38 538 0 25 Oct 2017
Efficiently Trainable Text-to-Speech System Based on Deep Convolutional Networks with Guided Attention Hideyuki Tachibana Katsuya Uenoyama Shunsuke Aihara 33 265 0 24 Oct 2017
Deep Triphone Embedding Improves Phoneme Recognition Mohit Yadav V. Tyagi 17 2 0 22 Oct 2017
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms Wenpeng Yin Hinrich Schütze 33 41 0 02 Oct 2017
Deep Competitive Pathway Networks Jia-Ren Chang Yonghao Chen 14 0 0 29 Sep 2017
Slim-DP: A Light Communication Data Parallelism for DNN Shizhao Sun Wei-neng Chen Jiang Bian Xiaoguang Liu Tie-Yan Liu 14 0 0 27 Sep 2017
EDEN: Evolutionary Deep Networks for Efficient Machine Learning Emmanuel Dufourq Bruce A. Bassett 25 71 0 26 Sep 2017
EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks Xuanyi Dong Guoliang Kang Kun Zhan Yi Yang 16 16 0 22 Sep 2017
Language Modeling with Highway LSTM Gakuto Kurata Bhuvana Ramabhadran G. Saon A. Sethy AI4TS 21 38 0 19 Sep 2017
Simple Recurrent Units for Highly Parallelizable Recurrence Tao Lei Yu Zhang Sida I. Wang Huijing Dai Yoav Artzi LRM 50 271 0 08 Sep 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 93 26,062 0 05 Sep 2017
Patterns versus Characters in Subword-aware Neural Language Modeling Rustem Takhanov Z. Assylbekov 19 2 0 02 Sep 2017
A Comprehensive Survey of Deep Learning in Remote Sensing: Theories, Tools and Challenges for the Community John E. Ball Derek T. Anderson Chee Seng Chan 27 521 0 01 Sep 2017
DGM: A deep learning algorithm for solving partial differential equations Justin A. Sirignano K. Spiliopoulos AI4CE 14 2,026 0 24 Aug 2017
SMASH: One-Shot Model Architecture Search through HyperNetworks Andrew Brock Theodore Lim J. Ritchie Nick Weston 25 761 0 17 Aug 2017
Graph Classification via Deep Learning with Virtual Nodes Trang Pham T. Tran K. Dam Svetha Venkatesh GNN 28 45 0 14 Aug 2017
Learning to Plan Chemical Syntheses Marwin H. S. Segler Mike Preuss M. Waller 41 1,356 0 14 Aug 2017
Early Improving Recurrent Elastic Highway Network Hyunsin Park Chang D. Yoo 24 5 0 14 Aug 2017
Radical-level Ideograph Encoder for RNN-based Sentiment Analysis of Chinese and Japanese Y. Ke M. Hagiwara 16 14 0 10 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 35 2,824 0 09 Aug 2017
3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks Chuhang Zou Ersin Yumer Jimei Yang Duygu Ceylan Derek Hoiem 3DV 19 207 0 04 Aug 2017
Convolution with Logarithmic Filter Groups for Efficient Shallow CNN Taegyoung Lee Wissam J. Baddar S. T. Kim Yong Man Ro 14 13 0 31 Jul 2017
Relative Depth Order Estimation Using Multi-scale Densely Connected Convolutional Networks Ruoxi Deng Tianqi Zhao Chunhua Shen S. Liu 3DV 3DPC 36 4 0 25 Jul 2017
Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones Z. Assylbekov Rustem Takhanov Bagdat Myrzakhmetov Jonathan North Washington 38 17 0 20 Jul 2017
Orthogonal and Idempotent Transformations for Learning Deep Neural Networks Jingdong Wang Yajie Xing Kexin Zhang Cha Zhang 190 2 0 19 Jul 2017
Vision-based Real Estate Price Estimation Omid Poursaeed Tomas Matera Serge J. Belongie 11 117 0 18 Jul 2017
Efficient Architecture Search by Network Transformation Han Cai Tianyao Chen Weinan Zhang Yong Yu Jun Wang OOD 3DV 34 67 0 16 Jul 2017
Automatic Speech Recognition with Very Large Conversational Finnish and Estonian Vocabularies Seppo Enarvi Peter Smit Sami Virpioja M. Kurimo 26 37 0 13 Jul 2017
Interleaved Group Convolutions for Deep Neural Networks Ting Zhang Guo-Jun Qi Bin Xiao Jingdong Wang 36 81 0 10 Jul 2017
A Deep Network with Visual Text Composition Behavior Hongyu Guo CoGe 24 3 0 05 Jul 2017
Multi-scale Multi-band DenseNets for Audio Source Separation Naoya Takahashi Yuki Mitsufuji 10 151 0 29 Jun 2017
Toward Computation and Memory Efficient Neural Network Acoustic Models with Binary Weights and Activations Liang Lu MQ 21 4 0 28 Jun 2017
When Neurons Fail El-Mahdi El-Mhamdi R. Guerraoui 19 36 0 27 Jun 2017
GM-Net: Learning Features with More Efficiency Yujia Chen Ce Li 24 6 0 21 Jun 2017
Advanced Steel Microstructural Classification by Deep Learning Methods Seyedmajid Azimi D. Britz M. Engstler Mario Fritz F. Mücklich 13 359 0 20 Jun 2017
A Fully Trainable Network with RNN-based Pooling Shuai Li W. Li Chris Cook Ce Zhu Yanbo Gao 18 19 0 16 Jun 2017
Self-Normalizing Neural Networks Günter Klambauer Thomas Unterthiner Andreas Mayr Sepp Hochreiter 88 2,487 0 08 Jun 2017
Learning Deep Representations for Scene Labeling with Semantic Context Guided Supervision Zhe Wang Hongsheng Li Wanli Ouyang Xiaogang Wang SSL 20 2 0 08 Jun 2017
Non-Markovian Control with Gated End-to-End Memory Policy Networks J. Perez T. Silander OffRL 13 6 0 31 May 2017
Deep Complex Networks C. Trabelsi O. Bilaniuk Ying Zhang Dmitriy Serdyuk Sandeep Subramanian J. F. Santos Soroush Mehri Negar Rostamzadeh Yoshua Bengio C. Pal 39 824 0 27 May 2017
Deriving Neural Architectures from Sequence and Graph Kernels Tao Lei Wengong Jin Regina Barzilay Tommi Jaakkola GNN 45 137 0 25 May 2017
An overview and comparative analysis of Recurrent Neural Networks for Short Term Load Forecasting F. Bianchi E. Maiorino Michael C. Kampffmeyer A. Rizzi Robert Jenssen AI4TS 22 218 0 11 May 2017
Deep Neural Machine Translation with Linear Associative Unit Mingxuan Wang Zhengdong Lu Jie Zhou Qun Liu 25 54 0 02 May 2017
Inception Recurrent Convolutional Neural Network for Object Recognition Md. Zahangir Alom Mahmudul Hasan C. Yakopcic T. Taha 39 86 0 25 Apr 2017
Residual Attention Network for Image Classification Fei Wang Mengqing Jiang Chao Qian Shuo Yang Cheng Li Honggang Zhang Xiaogang Wang Xiaoou Tang 66 3,288 0 23 Apr 2017
Character-Word LSTM Language Models Lyan Verwimp J. Pelemans Hugo Van hamme P. Wambacq 30 53 0 10 Apr 2017
A Good Practice Towards Top Performance of Face Recognition: Transferred Deep Feature Fusion Lin Xiong J. Karlekar Jian-jun Zhao Yi Cheng Yan Xu Jiashi Feng Sugiri Pranata Shengmei Shen CVBM 36 32 0 03 Apr 2017
DeNet: Scalable Real-time Object Detection with Directed Sparse Sampling Lachlan Tychsen-Smith L. Petersson ObjD 27 113 0 30 Mar 2017