Training Very Deep Networks

22 July 2015

Papers citing "Training Very Deep Networks"

35 / 35 papers shown

Title
FACTS: A Factored State-Space Framework For World Modelling Li Nanbo Firas Laakom Yucheng Xu Wenyi Wang Jürgen Schmidhuber AI4TS 445 1 0 28 Oct 2024
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature Chaoran Cheng Fei Tan Zhi Wei 57 7 0 05 Jun 2020
Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait Imanne El Maâchi Guillaume-Alexandre Bilodeau W. Bouachir 98 198 0 25 Oct 2019
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 106 182 0 06 Mar 2017
Deep Forest Zhi Zhou Ji Feng 96 1,010 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 47 1 0 27 Feb 2017
Activation Ensembles for Deep Neural Networks Mark Harmon Diego Klabjan 147 35 0 24 Feb 2017
Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition Jaeyoung Kim Mostafa El-Khamy Jungwon Lee AI4TS 90 179 0 10 Jan 2017
Highway and Residual Networks learn Unrolled Iterative Estimation Klaus Greff R. Srivastava Jürgen Schmidhuber AI4TS 98 215 0 22 Dec 2016
Small-footprint Highway Deep Neural Networks for Speech Recognition Liang Lu Steve Renals 102 16 0 18 Oct 2016
Fully Character-Level Neural Machine Translation without Explicit Segmentation Jason D. Lee Kyunghyun Cho Thomas Hofmann VLM 126 457 0 10 Oct 2016
Exploring the Limits of Language Modeling Rafal Jozefowicz Oriol Vinyals M. Schuster Noam M. Shazeer Yonghui Wu 168 1,145 0 07 Feb 2016
Binding via Reconstruction Clustering Klaus Greff R. Srivastava Jürgen Schmidhuber OCL 49 40 0 19 Nov 2015
Grid Long Short-Term Memory Nal Kalchbrenner Ivo Danihelka Alex Graves AI4TS 74 362 0 06 Jul 2015
Highway Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 159 1,768 0 03 May 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 280 18,587 0 06 Feb 2015
Striving for Simplicity: The All Convolutional Net Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller FAtt 224 4,665 0 21 Dec 2014
Random Walk Initialization for Training Very Deep Feedforward Networks David Sussillo L. F. Abbott 50 81 0 19 Dec 2014
FitNets: Hints for Thin Deep Nets Adriana Romero Nicolas Ballas Samira Ebrahimi Kahou Antoine Chassang C. Gatta Yoshua Bengio FedML 276 3,870 0 19 Dec 2014
On the Expressive Efficiency of Sum Product Networks James Martens Venkatesh Medabalimi TPM 47 67 0 27 Nov 2014
Understanding Locally Competitive Networks R. Srivastava Jonathan Masci Faustino J. Gomez Jürgen Schmidhuber FAtt 60 39 0 05 Oct 2014
Spatially-sparse convolutional neural networks Benjamin Graham 83 231 0 22 Sep 2014
Deeply-Supervised Nets Chen-Yu Lee Saining Xie Patrick W. Gallagher Zhengyou Zhang Zhuowen Tu 321 2,238 0 18 Sep 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 401 43,589 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.4K 100,213 0 04 Sep 2014
Deep Networks with Internal Selective Attention through Feedback Connections Marijn F. Stollenga Jonathan Masci Faustino J. Gomez Jürgen Schmidhuber 136 257 0 11 Jul 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 251 14,704 0 20 Jun 2014
Identifying and attacking the saddle point problem in high-dimensional non-convex optimization Yann N. Dauphin Razvan Pascanu Çağlar Gülçehre Kyunghyun Cho Surya Ganguli Yoshua Bengio ODL 123 1,384 0 10 Jun 2014
On the Number of Linear Regions of Deep Neural Networks Guido Montúfar Razvan Pascanu Kyunghyun Cho Yoshua Bengio 88 1,254 0 08 Feb 2014
Exact solutions to the nonlinear dynamics of learning in deep linear neural networks Andrew M. Saxe James L. McClelland Surya Ganguli ODL 162 1,844 0 20 Dec 2013
Network In Network Min Lin Qiang Chen Shuicheng Yan 273 6,274 0 16 Dec 2013
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 138 4,031 0 04 Aug 2013
Maxout Networks Ian Goodfellow David Warde-Farley M. Berk Mirza Aaron Courville Yoshua Bengio OOD 220 2,177 0 18 Feb 2013
Feature Learning in Deep Neural Networks - Studies on Speech Recognition Tasks Dong Yu M. Seltzer Jinyu Li J. Huang Frank Seide 77 262 0 16 Jan 2013
Multi-column Deep Neural Networks for Image Classification D. Ciresan U. Meier Jürgen Schmidhuber 141 3,938 0 13 Feb 2012