Training Very Deep Networks

22 July 2015

Papers citing "Training Very Deep Networks"

50 / 559 papers shown

Title
Classifying Symmetrical Differences and Temporal Change in Mammography Using Deep Neural Networks Thijs Kooi N. Karssemeijer 31 48 0 22 Mar 2017
SORT: Second-Order Response Transform for Visual Recognition Yan Wang Lingxi Xie Chenxi Liu Ya Zhang Wenjun Zhang Alan Yuille 25 53 0 20 Mar 2017
Deciding How to Decide: Dynamic Routing in Artificial Neural Networks Mason McGill Pietro Perona 18 102 0 17 Mar 2017
End-to-End Learning for Structured Prediction Energy Networks David Belanger Bishan Yang Andrew McCallum 14 136 0 16 Mar 2017
Byzantine-Tolerant Machine Learning Peva Blanchard El-Mahdi El-Mhamdi R. Guerraoui J. Stainer OOD FedML 30 70 0 08 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 21 181 0 06 Mar 2017
Learning Deep Matrix Representations Kien Do T. Tran Svetha Venkatesh GNN 17 5 0 04 Mar 2017
Large-Scale Evolution of Image Classifiers Esteban Real Sherry Moore Andrew Selle Saurabh Saxena Y. Suematsu Jie Tan Quoc V. Le Alexey Kurakin 21 1,628 0 03 Mar 2017
Deep Forest Zhi-Hua Zhou Ji Feng 16 1,000 0 28 Feb 2017
Memory-Efficient Global Refinement of Decision-Tree Ensembles and its Application to Face Alignment Nenad Markuš Ivan Gogić Igor S. Pandzic Jörgen Ahlberg CVBM 21 1 0 27 Feb 2017
Activation Ensembles for Deep Neural Networks Mark Harmon Diego Klabjan 31 35 0 24 Feb 2017
One Size Fits Many: Column Bundle for Multi-X Learning Trang Pham T. Tran Svetha Venkatesh 27 5 0 22 Feb 2017
The Power of Sparsity in Convolutional Neural Networks Soravit Changpinyo Mark Sandler A. Zhmoginov 14 132 0 21 Feb 2017
Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN) Hu Chen Yi Zhang M. Kalra Feng Lin Yang Chen Peixi Liao Jiliu Zhou Ge Wang MedIm 36 1,292 0 01 Feb 2017
Towards "AlphaChem": Chemical Synthesis Planning with Tree Search and Deep Neural Network Policies Marwin H. S. Segler Mike Preuss M. Waller 18 33 0 31 Jan 2017
Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition Jaeyoung Kim Mostafa El-Khamy Jungwon Lee AI4TS 19 178 0 10 Jan 2017
Highway and Residual Networks learn Unrolled Iterative Estimation Klaus Greff R. Srivastava Jürgen Schmidhuber AI4TS 26 214 0 22 Dec 2016
An Empirical Study of Language CNN for Image Captioning Jiuxiang Gu G. Wang Jianfei Cai Tsuhan Chen 31 132 0 21 Dec 2016
Learning in the Machine: Random Backpropagation and the Deep Learning Channel Pierre Baldi Peter Sadowski Zhiqin Lu AAML 18 16 0 08 Dec 2016
Deep Convolutional Neural Networks with Merge-and-Run Mappings Liming Zhao Jingdong Wang Xi Li Zhuowen Tu Yueting Zhuang MoMe 36 68 0 23 Nov 2016
Learning the Number of Neurons in Deep Networks J. Álvarez Mathieu Salzmann 58 413 0 19 Nov 2016
Improving training of deep neural networks via Singular Value Bounding Kui Jia AAML 33 90 0 18 Nov 2016
PolyNet: A Pursuit of Structural Diversity in Very Deep Networks Xingcheng Zhang Zhizhong Li Chen Change Loy Dahua Lin MDE 35 259 0 17 Nov 2016
Factorized Bilinear Models for Image Recognition Yanghao Li Naiyan Wang Jiaying Liu Xiaodi Hou 19 96 0 17 Nov 2016
DelugeNets: Deep Networks with Efficient and Flexible Cross-layer Information Inflows Jason Kuen Xiangfei Kong G. Wang Yap-Peng Tan 14 14 0 17 Nov 2016
Neural Style Representations and the Large-Scale Classification of Artistic Style Jeremiah W. Johnson GAN 23 3 0 16 Nov 2016
Regularizing CNNs with Locally Constrained Decorrelations Pau Rodríguez López Jordi Gonzalez Guillem Cucurull J. M. Gonfaus F. X. Roca 37 133 0 07 Nov 2016
The Shallow End: Empowering Shallower Deep-Convolutional Networks through Auxiliary Outputs Yong Guo Jian Chen Qingyao Wu Anton Van Den Hengel Javen Qinfeng Shi Mingkui Tan 19 13 0 06 Nov 2016
Dynamic Coattention Networks For Question Answering Caiming Xiong Victor Zhong R. Socher AIMat 40 684 0 05 Nov 2016
Learning Identity Mappings with Residual Gates Pedro H. P. Savarese Leonardo O. Mazza Daniel R. Figueiredo 25 5 0 04 Nov 2016
Demystifying ResNet Sihan Li Jiantao Jiao Yanjun Han Tsachy Weissman 35 38 0 03 Nov 2016
Deep Convolutional Neural Network Design Patterns L. Smith Nicholay Topin AI4CE OOD 38 59 0 02 Nov 2016
Tensor Switching Networks Chuan-Yung Tsai Andrew M. Saxe David D. Cox 11 10 0 31 Oct 2016
Maxmin convolutional neural networks for image classification Michael Blot Matthieu Cord Nicolas Thome 12 45 0 25 Oct 2016
Small-footprint Highway Deep Neural Networks for Speech Recognition Liang Lu Steve Renals 35 15 0 18 Oct 2016
Gated End-to-End Memory Networks Julien Perez Fei Liu LRM 12 103 0 13 Oct 2016
An Empirical Exploration of Skip Connections for Sequential Tagging Huijia Wu Jiajun Zhang Chengqing Zong BDL 41 17 0 11 Oct 2016
Very Deep Convolutional Networks for End-to-End Speech Recognition Yu Zhang William Chan Navdeep Jaitly AI4TS 21 409 0 10 Oct 2016
Fully Character-Level Neural Machine Translation without Explicit Segmentation Jason D. Lee Kyunghyun Cho Thomas Hofmann VLM 47 455 0 10 Oct 2016
Deep Pyramidal Residual Networks Dongyoon Han Jiwhan Kim Junmo Kim 26 689 0 10 Oct 2016
Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition Zecheng Xie Zenghui Sun Lianwen Jin Hao Ni Terry Lyons 43 122 0 09 Oct 2016
X-CNN: Cross-modal Convolutional Neural Networks for Sparse Datasets Petar Velickovic Duo Wang Nicholas D. Lane Pietro Lio 34 31 0 01 Oct 2016
HyperNetworks David R Ha Andrew M. Dai Quoc V. Le 84 1,589 0 27 Sep 2016
Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation Jinsong Su Zhixing Tan Deyi Xiong Rongrong Ji X. Shi Yang Liu 21 91 0 25 Sep 2016
Multi-Residual Networks: Improving the Speed and Accuracy of Residual Networks M. Abdi S. Nahavandi 21 39 0 19 Sep 2016
Column Networks for Collective Classification Trang Pham T. Tran Dinh Q. Phung Svetha Venkatesh GNN 17 145 0 15 Sep 2016
Fitted Learning: Models with Awareness of their Limits Navid Kardan Kenneth O. Stanley CLL 32 16 0 07 Sep 2016
Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model Sheng Wang S. Sun Zerui Li Renyu Zhang Jinbo Xu 19 818 0 02 Sep 2016
A deep learning model for estimating story points Morakot Choetkiertikul Hoa Dam T. Tran Trang Pham A. Ghose Tim Menzies 24 170 0 02 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 318 36,420 0 25 Aug 2016