Highway Networks

3 May 2015

Papers citing "Highway Networks"

50 / 304 papers shown

Title
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length Lei He Guanghui Wang Zhanyi Hu MDE 26 172 0 27 Mar 2018
Deep-FSMN for Large Vocabulary Continuous Speech Recognition Shiliang Zhang Ming Lei Zhijie Yan Lirong Dai 29 108 0 04 Mar 2018
High Order Recurrent Neural Networks for Acoustic Modelling Chuxu Zhang P. Woodland ODL 41 16 0 22 Feb 2018
Structured Control Nets for Deep Reinforcement Learning Mario Srouji Jian Zhang Ruslan Salakhutdinov 33 43 0 22 Feb 2018
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement Jason D. Lee Elman Mansimov Kyunghyun Cho DiffM BDL 42 455 0 19 Feb 2018
Understanding the Loss Surface of Neural Networks for Binary Classification Shiyu Liang Ruoyu Sun Yixuan Li R. Srikant 35 87 0 19 Feb 2018
Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou Ehsan Adeli 52 45 0 17 Feb 2018
Optimal approximation of continuous functions by very deep ReLU networks Dmitry Yarotsky 29 294 0 10 Feb 2018
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation Konstantinos Drossos S. I. Mimilakis Dmitriy Serdyuk G. Schuller Tuomas Virtanen Yoshua Bengio 38 24 0 01 Feb 2018
Recovering from Random Pruning: On the Plasticity of Deep Convolutional Neural Networks Deepak Mittal S. Bhardwaj Mitesh M. Khapra Balaraman Ravindran VLM 36 65 0 31 Jan 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling Tao Shen Dinesh Manocha Guodong Long Jing Jiang Sen Wang Chengqi Zhang AI4TS 45 144 0 31 Jan 2018
Sparsely Aggregated Convolutional Networks Ligeng Zhu Ruizhi Deng Michael Maire Zhiwei Deng Greg Mori P. Tan 3DPC 32 9 0 18 Jan 2018
Speech Dereverberation Based on Integrated Deep and Ensemble Learning Algorithm W. Lee Syu-Siang Wang Fei Chen Xugang Lu Shao-Yi Chien Yu Tsao 20 14 0 12 Jan 2018
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference Yi Tay Anh Tuan Luu S. Hui 42 100 0 30 Dec 2017
The CAPIO 2017 Conversational Speech Recognition System Kyu Jeong Han Akshay Chandrashekaran Jungsuk Kim Ian Lane 23 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 39 30 0 04 Dec 2017
Improving Object Detection from Scratch via Gated Feature Reuse Zhiqiang Shen Humphrey Shi Jiahui Yu Shuicheng Yan Rogerio Feris Liangliang Cao Ding Liu Xinchao Wang Thomas Huang Xiangyang Xue ObjD 30 38 0 04 Dec 2017
Convolutional Networks with Adaptive Inference Graphs Andreas Veit Serge J. Belongie OOD GNN 44 382 0 30 Nov 2017
Exploiting Nontrivial Connectivity for Automatic Speech Recognition Marius Paraschiv Lasse Borgholt T. M. S. Tax Marco Singh Lars Maaløe 35 0 0 28 Nov 2017
SkipNet: Learning Dynamic Routing in Convolutional Networks Xin Wang Feng Yu Zi-Yi Dou Trevor Darrell Joseph E. Gonzalez 39 626 0 26 Nov 2017
AOGNets: Compositional Grammatical Architectures for Deep Learning Xilai Li Xi Song Tianfu Wu 37 25 0 15 Nov 2017
Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask S. I. Mimilakis Konstantinos 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 35 8 0 30 Oct 2017
Phase Conductor on Multi-layered Attentions for Machine Comprehension R. Liu Wei Wei Weiguang Mao M. Chikina 40 22 0 28 Oct 2017
Learning to diagnose from scratch by exploiting dependencies among labels L. Yao Eric Poblenz Dmitry Dagunts Ben Covington D. Bernard Kevin Lyman 30 332 0 28 Oct 2017
A concatenating framework of shortcut convolutional neural networks Yujian Li Ting Zhang Zhaoying Liu Haihe Hu 23 10 0 03 Oct 2017
Pyramidal RoR for Image Classification Ke Zhang Liru Guo Ce Gao Zhenbing Zhao 38 20 0 01 Oct 2017
Language Modeling with Highway LSTM Gakuto Kurata Bhuvana Ramabhadran G. Saon A. Sethy AI4TS 21 38 0 19 Sep 2017
Evolution of Convolutional Highway Networks Oliver Kramer 27 11 0 11 Sep 2017
BranchyNet: Fast Inference via Early Exiting from Deep Neural Networks Surat Teerapittayanon Bradley McDanel H. T. Kung UQCV 33 1,118 0 06 Sep 2017
Deep learning: Technical introduction T. Epelbaum PINN 24 21 0 05 Sep 2017
A Recurrent Encoder-Decoder Approach with Skip-filtering Connections for Monaural Singing Voice Separation S. I. Mimilakis Konstantinos Drossos Tuomas Virtanen G. Schuller 44 30 0 02 Sep 2017
Automatic Myocardial Segmentation by Using A Deep Learning Network in Cardiac MRI A. Curiale F. D. Colavecchia P. Kaluza R. Isoardi G. Mato 19 22 0 24 Aug 2017
Deep Residual Bidir-LSTM for Human Activity Recognition Using Wearable Sensors Yu Zhao Rennong Yang Guillaume Chevalier Maoguo Gong BDL HAI 32 311 0 22 Aug 2017
High Efficient Reconstruction of Single-shot T2 Mapping from OverLapping-Echo Detachment Planar Imaging Based on Deep Residual Network C. Cai Yiqing Zeng Chao Wang S. Cai Jun Zhang Zhong Chen Xinghao Ding J. Zhong 32 1 0 17 Aug 2017
Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation Binghui Chen Weihong Deng Junping Du 27 125 0 12 Aug 2017
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge Damien Teney Peter Anderson Xiaodong He Anton Van Den Hengel 50 381 0 09 Aug 2017
MemNet: A Persistent Memory Network for Image Restoration Ying Tai Jian Yang Xiaoming Liu Chunyan Xu SupR 69 1,535 0 07 Aug 2017
Improved Speech Reconstruction from Silent Video Ariel Ephrat Tavi Halperin Shmuel Peleg 37 89 0 01 Aug 2017
Adversarial Dropout for Supervised and Semi-supervised Learning Sungrae Park Jun-Keon Park Su-Jin Shin Il-Chul Moon GAN 35 174 0 12 Jul 2017
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network Zizhao Zhang Yuanpu Xie Fuyong Xing M. McGough Ling Yang MedIm 21 301 0 08 Jul 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 89 2,575 0 05 Jul 2017
Data-Driven Sparse Structure Selection for Deep Neural Networks Zehao Huang Naiyan Wang 53 559 0 05 Jul 2017
A-NICE-MC: Adversarial Training for MCMC Jiaming Song Shengjia Zhao Stefano Ermon BDL OOD 34 109 0 23 Jun 2017
Deep Learning Methods for Improved Decoding of Linear Codes Eliya Nachmani Elad Marciano Loren Lugosch W. Gross D. Burshtein Yair Be’ery 40 475 0 21 Jun 2017
DiracNets: Training Very Deep Neural Networks Without Skip-Connections Sergey Zagoruyko N. Komodakis UQCV OOD 16 117 0 01 Jun 2017
Kronecker Recurrent Units C. Jose Moustapha Cissé François Fleuret ODL 29 45 0 29 May 2017
Fast-Slow Recurrent Neural Networks Asier Mujika Florian Meier Angelika Steger 25 76 0 24 May 2017
Residual Squeeze VGG16 Hussam Qassim David Feinzimer Abhishek Verma VLM 24 21 0 05 May 2017
Ruminating Reader: Reasoning with Gated Multi-Hop Attention Yichen Gong Samuel R. Bowman 35 46 0 24 Apr 2017