Highway Networks

3 May 2015

Papers citing "Highway Networks"

50 / 169 papers shown

Title
Universal Dependency Parsing from Scratch Peng Qi Timothy Dozat Yuhao Zhang Christopher D. Manning 13 267 0 29 Jan 2019
Glyce: Glyph-vectors for Chinese Character Representations Yuxian Meng Wei Yu Wu Fei Wang Xiaoya Li Ping Nie J. Mei Muyu Li Qinghong Han Xiaofei Sun Jiwei Li VLM 9 188 0 29 Jan 2019
Dual Co-Matching Network for Multi-choice Reading Comprehension Shuailiang Zhang Zhao Hai Yuwei Wu Zhuosheng Zhang Xi Zhou Xiaoping Zhou 28 131 0 27 Jan 2019
Machine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey Jithin Jagannath Nicholas Polosky Anu Jagannath Francesco Restuccia Tommaso Melodia 20 227 0 23 Jan 2019
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation Cristina Garbacea Samuel Carton Shiyan Yan Qiaozhu Mei ELM 17 29 0 02 Jan 2019
Autoencoder Based Residual Deep Networks for Robust Regression Prediction and Spatiotemporal Estimation Lianfa Li Ying Fang Jun Wu Jinfeng Wang 14 13 0 29 Dec 2018
Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector Chen Du Chunheng Wang Yanna Wang Cunzhao Shi Baihua Xiao 8 42 0 15 Nov 2018
Hartley Spectral Pooling for Deep Learning H. M. Zhang Jianwei Ma 13 24 0 07 Oct 2018
Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences Yi Tay Anh Tuan Luu S. Hui 20 37 0 06 Oct 2018
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension Yichong Xu Xiaodong Liu Yelong Shen Jingjing Liu Jianfeng Gao 19 51 0 18 Sep 2018
Scattering Networks for Hybrid Representation Learning Edouard Oyallon Sergey Zagoruyko Gabriel Huang N. Komodakis Simon Lacoste-Julien Matthew Blaschko Eugene Belilovsky 11 84 0 17 Sep 2018
Direct Output Connection for a High-Rank Language Model Sho Takase Jun Suzuki Masaaki Nagata 16 36 0 30 Aug 2018
Training Deeper Neural Machine Translation Models with Transparent Attention Ankur Bapna M. Chen Orhan Firat Yuan Cao Yonghui Wu 27 138 0 22 Aug 2018
Automatically designing CNN architectures using genetic algorithm for image classification Y. Sun Bing Xue Mengjie Zhang Gary G. Yen 3DV 11 601 0 11 Aug 2018
Predicting Expressive Speaking Style From Text In End-To-End Speech Synthesis Daisy Stanton Yuxuan Wang RJ Skerry-Ryan 11 121 0 04 Aug 2018
SGM: Sequence Generation Model for Multi-label Classification Pengcheng Yang Xu Sun Wei Li Shuming Ma Wei Yu Wu Houfeng Wang 22 376 0 13 Jun 2018
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching from Scratch Jian Ren Zhe Li Jianchao Yang N. Xu Tianbao Yang D. Foran 16 17 0 05 Jun 2018
Learning to Multitask Yu Zhang Ying Wei Qiang Yang 19 53 0 19 May 2018
Improving Image Captioning with Conditional Generative Adversarial Nets Chen Chen Shuai Mu Wanpeng Xiao Zexiong Ye Liesi Wu Qi Ju GAN 21 90 0 18 May 2018
Semi-supervised User Geolocation via Graph Convolutional Networks Afshin Rahimi Trevor Cohn Timothy Baldwin GNN SSL 12 157 0 22 Apr 2018
Deep-FSMN for Large Vocabulary Continuous Speech Recognition Shiliang Zhang Ming Lei Zhijie Yan Lirong Dai 13 108 0 04 Mar 2018
High Order Recurrent Neural Networks for Acoustic Modelling C. Zhang P. Woodland ODL 25 16 0 22 Feb 2018
Optimal approximation of continuous functions by very deep ReLU networks Dmitry Yarotsky 6 293 0 10 Feb 2018
Recovering from Random Pruning: On the Plasticity of Deep Convolutional Neural Networks Deepak Mittal S. Bhardwaj Mitesh M. Khapra Balaraman Ravindran VLM 22 65 0 31 Jan 2018
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference Yi Tay Anh Tuan Luu S. Hui 26 100 0 30 Dec 2017
The CAPIO 2017 Conversational Speech Recognition System Kyu Jeong Han Akshay Chandrashekaran Jungsuk Kim Ian Lane 13 72 0 29 Dec 2017
Learning for Disparity Estimation through Feature Constancy Zhengfa Liang Yiliu Feng Yulan Guo Hengzhu Liu Wei Chen Linbo Qiao Li Zhou Jianfeng Zhang 3DV 23 30 0 04 Dec 2017
Exploiting Nontrivial Connectivity for Automatic Speech Recognition Marius Paraschiv Lasse Borgholt T. M. S. Tax Marco Singh Lars Maaløe 23 0 0 28 Nov 2017
SkipNet: Learning Dynamic Routing in Convolutional Networks Xin Wang F. I. F. Richard Yu Zi-Yi Dou Trevor Darrell Joseph E. Gonzalez 9 624 0 26 Nov 2017
AOGNets: Compositional Grammatical Architectures for Deep Learning Xilai Li Xi Song Tianfu Wu 29 25 0 15 Nov 2017
Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask S. I. Mimilakis K. Drossos J. F. Santos G. Schuller Tuomas Virtanen Yoshua Bengio 33 40 0 04 Nov 2017
How deep learning works --The geometry of deep learning Xiao Dong Jiasong Wu Ling Zhou GNN 25 8 0 30 Oct 2017
Phase Conductor on Multi-layered Attentions for Machine Comprehension R. Liu Wei Wei Weiguang Mao M. Chikina 24 22 0 28 Oct 2017
Pyramidal RoR for Image Classification Ke Zhang Liru Guo Ce Gao Zhenbing Zhao 28 20 0 01 Oct 2017
Language Modeling with Highway LSTM Gakuto Kurata Bhuvana Ramabhadran G. Saon A. Sethy AI4TS 11 38 0 19 Sep 2017
A Recurrent Encoder-Decoder Approach with Skip-filtering Connections for Monaural Singing Voice Separation S. I. Mimilakis K. Drossos Tuomas Virtanen G. Schuller 31 30 0 02 Sep 2017
Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation Binghui Chen Weihong Deng Junping Du 23 125 0 12 Aug 2017
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge Damien Teney Peter Anderson Xiaodong He A. Hengel 45 380 0 09 Aug 2017
MemNet: A Persistent Memory Network for Image Restoration Ying Tai Jian Yang Xiaoming Liu Chunyan Xu SupR 22 1,534 0 07 Aug 2017
Improved Speech Reconstruction from Silent Video Ariel Ephrat Tavi Halperin Shmuel Peleg 29 89 0 01 Aug 2017
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network Zizhao Zhang Yuanpu Xie Fuyong Xing M. McGough L. Yang MedIm 13 301 0 08 Jul 2017
Data-Driven Sparse Structure Selection for Deep Neural Networks Zehao Huang Naiyan Wang 31 558 0 05 Jul 2017
DiracNets: Training Very Deep Neural Networks Without Skip-Connections Sergey Zagoruyko N. Komodakis UQCV OOD 11 117 0 01 Jun 2017
Kronecker Recurrent Units C. Jose Moustapha Cissé F. Fleuret ODL 16 45 0 29 May 2017
Snapshot Ensembles: Train 1, get M for free Gao Huang Yixuan Li Geoff Pleiss Zhuang Liu J. Hopcroft Kilian Q. Weinberger OOD FedML UQCV 22 935 0 01 Apr 2017
Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks Guokun Lai Wei-Cheng Chang Yiming Yang Hanxiao Liu BDL AI4TS 26 1,946 0 21 Mar 2017
All You Need is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks with Orthonormality and Modulation Di Xie Jiang Xiong Shiliang Pu 8 181 0 06 Mar 2017
Supervised Deep Sparse Coding Networks Xiaoxia Sun Nasser M. Nasrabadi T. Tran BDL 6 15 0 29 Jan 2017
Improved Stereo Matching with Constant Highway Networks and Reflective Confidence Learning Amit Shaked Lior Wolf 3DV 15 197 0 31 Dec 2016
Feedback Networks Amir Zamir Te-Lin Wu Lin Sun Bokui (William) Shen Jitendra Malik Silvio Savarese 16 209 0 30 Dec 2016