Improving neural networks by preventing co-adaptation of feature detectors

3 July 2012

Papers citing "Improving neural networks by preventing co-adaptation of feature detectors"

50 / 1,729 papers shown

Title
Invariant backpropagation: how to train a transformation-invariant neural network S. Demyanov James Bailey K. Ramamohanarao C. Leckie OOD AAML 99 8 0 16 Feb 2015
Abstract Learning via Demodulation in a Deep Neural Network Andrew J. R. Simpson AI4CE 80 25 0 13 Feb 2015
Over-Sampling in a Deep Neural Network Andrew J. R. Simpson 77 24 0 12 Feb 2015
An exploration of parameter redundancy in deep networks with circulant projections Yu Cheng Felix X. Yu Rogerio Feris Sanjiv Kumar A. Choudhary Shih-Fu Chang 88 49 0 11 Feb 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 239 5,226 0 10 Feb 2015
Generative Moment Matching Networks Yujia Li Kevin Swersky R. Zemel OOD GAN 133 847 0 10 Feb 2015
Deep Learning with Limited Numerical Precision Suyog Gupta A. Agrawal K. Gopalakrishnan P. Narayanan HAI 213 2,051 0 09 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 419 18,677 0 06 Feb 2015
Text Understanding from Scratch Xiang Zhang Yann LeCun 82 558 0 05 Feb 2015
DeepID3: Face Recognition with Very Deep Neural Networks Yi Sun Ding Liang Xiaogang Wang Xiaoou Tang CVBM 98 942 0 03 Feb 2015
Hybrid Orthogonal Projection and Estimation (HOPE): A New Framework to Probe and Learn Neural Networks Shiliang Zhang Hui Jiang 3DV 81 9 0 03 Feb 2015
Deep learning of fMRI big data: a novel approach to subject-transfer decoding Sotetsu Koyamada Yumi Shikauchi Ken Nakae Masanori Koyama S. Ishii 78 69 0 31 Jan 2015
Sketch-a-Net that Beats Humans Qian Yu Yongxin Yang Yi-Zhe Song Tao Xiang Timothy M. Hospedales BDL 56 51 0 30 Jan 2015
On Vectorization of Deep Convolutional Neural Networks for Vision Tasks Jimmy S. J. Ren Li Xu MQ 83 85 0 29 Jan 2015
On the Performance of ConvNet Features for Place Recognition Niko Sünderhauf Feras Dayoub S. Shirazi B. Upcroft Michael Milford 98 533 0 17 Jan 2015
ModDrop: adaptive multi-modal gesture recognition Natalia Neverova Christian Wolf Graham W. Taylor Florian Nebout 135 297 0 31 Dec 2014
Disjunctive Normal Networks Mehdi S. M. Sajjadi Mojtaba Seyedhosseini Tolga Tasdizen 45 5 0 30 Dec 2014
Automatic Photo Adjustment Using Deep Neural Networks Zhicheng Yan Huatian Zhang Baoyuan Wang Sylvain Paris Yizhou Yu 45 10 0 24 Dec 2014
Learning Non-deterministic Representations with Energy-based Ensembles Maruan Al-Shedivat Emre Neftci Gert Cauwenberghs OOD DiffM 53 2 0 23 Dec 2014
Learning Compact Convolutional Neural Networks with Nested Dropout Chelsea Finn Lisa Anne Hendricks Trevor Darrell SSL 66 4 0 22 Dec 2014
Joint RNN-Based Greedy Parsing and Word Composition Joël Legrand R. Collobert 78 20 0 22 Dec 2014
Training deep neural networks with low precision multiplications Matthieu Courbariaux Yoshua Bengio J. David MQ 113 50 0 22 Dec 2014
A Bayesian encourages dropout S. Maeda BDL 86 45 0 22 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.3K 150,586 0 22 Dec 2014
Half-CNN: A General Framework for Whole-Image Regression Jun Yuan Bingbing Ni A. Kassim CVBM 30 23 0 22 Dec 2014
Learning Activation Functions to Improve Deep Neural Networks Forest Agostinelli Matthew Hoffman Peter Sadowski Pierre Baldi ODL 239 476 0 21 Dec 2014
Striving for Simplicity: The All Convolutional Net Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller FAtt 267 4,682 0 21 Dec 2014
Principal Sensitivity Analysis Sotetsu Koyamada Masanori Koyama Ken Nakae S. Ishii 94 9 0 21 Dec 2014
Neural Network Regularization via Robust Weight Factorization Jan Rudy Weiguang Ding Daniel Jiwoong Im Graham W. Taylor OOD 93 6 0 20 Dec 2014
An Analysis of Unsupervised Pre-training in Light of Recent Advances T. Paine Pooya Khorrami Wei Han Thomas S. Huang SSL 151 56 0 20 Dec 2014
Training Deep Neural Networks on Noisy Labels with Bootstrapping Scott E. Reed Honglak Lee Dragomir Anguelov Christian Szegedy D. Erhan Andrew Rabinovich NoLa 127 1,023 0 20 Dec 2014
Detecting Epileptic Seizures from EEG Data using Neural Networks Siddharth Pramod A. Page T. Mohsenin Tim Oates 53 18 0 19 Dec 2014
Deep Structured Output Learning for Unconstrained Text Recognition Max Jaderberg Karen Simonyan Andrea Vedaldi Andrew Zisserman 132 234 0 18 Dec 2014
Deep Speech: Scaling up end-to-end speech recognition Awni Y. Hannun Carl Case Jared Casper Bryan Catanzaro G. Diamos ... R. Prenger S. Satheesh Shubho Sengupta Adam Coates A. Ng 200 2,131 0 17 Dec 2014
Learning unbiased features Yujia Li Kevin Swersky R. Zemel OOD SSL FaML 93 70 0 17 Dec 2014
Sparse, guided feature connections in an Abstract Deep Network Anthony Knittel Alan Blair 29 0 0 16 Dec 2014
Learning with Pseudo-Ensembles Philip Bachman O. Alsharif Doina Precup 108 604 0 16 Dec 2014
On the Inductive Bias of Dropout D. Helmbold Philip M. Long 194 71 0 15 Dec 2014
Combining the Best of Graphical Models and ConvNets for Semantic Segmentation Michael Cogswell Xiao Lin Senthil Purushwalkam Dhruv Batra SSeg 81 16 0 14 Dec 2014
Teaching Deep Convolutional Neural Networks to Play Go Christopher Clark Amos Storkey OOD 117 30 0 10 Dec 2014
Object Recognition Using Deep Neural Networks: A Survey S. Goyal Paul Benjamin ObjD 66 32 0 10 Dec 2014
Visual Causal Feature Learning Krzysztof Chalupka Pietro Perona F. Eberhardt CML OOD 103 141 0 07 Dec 2014
Reading Text in the Wild with Convolutional Neural Networks Max Jaderberg Karen Simonyan Andrea Vedaldi Andrew Zisserman 134 1,169 0 04 Dec 2014
End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results J. Chorowski Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio 106 471 0 04 Dec 2014
Memory Bounded Deep Convolutional Networks Maxwell D. Collins Pushmeet Kohli 130 172 0 03 Dec 2014
Deeply learned face representations are sparse, selective, and robust Yi Sun Xiaogang Wang Xiaoou Tang CVBM 329 924 0 03 Dec 2014
Effective Use of Word Order for Text Categorization with Convolutional Neural Networks Rie Johnson Tong Zhang 121 882 0 01 Dec 2014
Learning Face Representation from Scratch Dong Yi Zhen Lei Tianran Ouyang Stan Z. Li CVBM 121 2,013 0 28 Nov 2014
Fisher Vectors Derived from Hybrid Gaussian-Laplacian Mixture Models for Image Annotation Benjamin Klein Guy Lev Gil Sadeh Lior Wolf 104 102 0 26 Nov 2014
Scale-Invariant Convolutional Neural Networks Yichong Xu Tianjun Xiao Jiaxing Zhang Kuiyuan Yang Zheng Zhang 120 138 0 24 Nov 2014