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 / 460 papers shown

Title
High Performance Offline Handwritten Chinese Character Recognition Using GoogLeNet and Directional Feature Maps Zhuoyao Zhong Lianwen Jin Zecheng Xie 26 287 0 19 May 2015
APAC: Augmented PAttern Classification with Neural Networks Ikuro Sato Hiroki Nishimura Kensuke Yokoi 25 137 0 13 May 2015
DART: Dropouts meet Multiple Additive Regression Trees Rashmi Korlakai Vinayak Ran Gilad-Bachrach 31 189 0 07 May 2015
Multimodal Convolutional Neural Networks for Matching Image and Sentence Lin Ma Zhengdong Lu Lifeng Shang Hang Li 30 337 0 23 Apr 2015
Deep Karaoke: Extracting Vocals from Musical Mixtures Using a Convolutional Deep Neural Network Andrew J. R. Simpson Gerard Roma Mark D. Plumbley 31 102 0 17 Apr 2015
Robobarista: Object Part based Transfer of Manipulation Trajectories from Crowd-sourcing in 3D Pointclouds Jaeyong Sung Seok Hyun Jin Ashutosh Saxena LM&Ro 3DPC 34 71 0 13 Apr 2015
Convolutional Neural Network Architectures for Matching Natural Language Sentences Baotian Hu Zhengdong Lu Hang Li Qingcai Chen 28 1,335 0 11 Mar 2015
EmoNets: Multimodal deep learning approaches for emotion recognition in video Samira Ebrahimi Kahou Xavier Bouthillier Pascal Lamblin Çağlar Gülçehre Vincent Michalski ... Aaron Courville Pascal Vincent Roland Memisevic C. Pal Yoshua Bengio 130 401 0 05 Mar 2015
Toxicity Prediction using Deep Learning Thomas Unterthiner Andreas Mayr G. Klambauer Sepp Hochreiter 27 156 0 04 Mar 2015
Task-Oriented Learning of Word Embeddings for Semantic Relation Classification Kazuma Hashimoto Pontus Stenetorp Makoto Miwa Yoshimasa Tsuruoka 20 53 0 28 Feb 2015
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks Kai Sheng Tai R. Socher Christopher D. Manning AIMat 43 3,111 0 28 Feb 2015
Rectified Factor Networks Djork-Arné Clevert Andreas Mayr Thomas Unterthiner Sepp Hochreiter 20 16 0 23 Feb 2015
Abstract Learning via Demodulation in a Deep Neural Network Andrew J. R. Simpson AI4CE 39 25 0 13 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 31 49 0 11 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He X. Zhang Shaoqing Ren Jian-jun Sun VLM 29 18,437 0 06 Feb 2015
Text Understanding from Scratch Xiang Zhang Yann LeCun 30 557 0 05 Feb 2015
Hybrid Orthogonal Projection and Estimation (HOPE): A New Framework to Probe and Learn Neural Networks Shiliang Zhang Hui Jiang 3DV 26 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 34 68 0 31 Jan 2015
On Vectorization of Deep Convolutional Neural Networks for Vision Tasks Jimmy S. J. Ren Li Xu MQ 30 83 0 29 Jan 2015
ModDrop: adaptive multi-modal gesture recognition Natalia Neverova Christian Wolf Graham W. Taylor Florian Nebout 32 292 0 31 Dec 2014
A Bayesian encourages dropout S. Maeda BDL 27 45 0 22 Dec 2014
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 22 148,795 0 22 Dec 2014
Learning Activation Functions to Improve Deep Neural Networks Forest Agostinelli Matthew Hoffman Peter Sadowski Pierre Baldi ODL 29 472 0 21 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 44 1,011 0 20 Dec 2014
Deep Structured Output Learning for Unconstrained Text Recognition Max Jaderberg Karen Simonyan Andrea Vedaldi Andrew Zisserman 30 234 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 22 2,107 0 17 Dec 2014
Learning unbiased features Yujia Li Kevin Swersky R. Zemel OOD SSL FaML 29 69 0 17 Dec 2014
Learning with Pseudo-Ensembles Philip Bachman O. Alsharif Doina Precup 25 593 0 16 Dec 2014
On the Inductive Bias of Dropout D. Helmbold Philip M. Long 28 70 0 15 Dec 2014
Visual Causal Feature Learning Krzysztof Chalupka Pietro Perona F. Eberhardt CML OOD 18 139 0 07 Dec 2014
Reading Text in the Wild with Convolutional Neural Networks Max Jaderberg Karen Simonyan Andrea Vedaldi Andrew Zisserman 33 1,156 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 33 468 0 04 Dec 2014
Deeply learned face representations are sparse, selective, and robust Yi Sun Xiaogang Wang Xiaoou Tang CVBM 248 921 0 03 Dec 2014
Scale-Invariant Convolutional Neural Networks Yichong Xu Tianjun Xiao Jiaxing Zhang Kuiyuan Yang Zheng-Wei Zhang 46 138 0 24 Nov 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 36 10,316 0 06 Nov 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 36 43,390 0 17 Sep 2014
Raiders of the Lost Architecture: Kernels for Bayesian Optimization in Conditional Parameter Spaces Kevin Swersky D. Duvenaud Jasper Snoek Frank Hutter Michael A. Osborne BDL 78 79 0 14 Sep 2014
Collaborative Deep Learning for Recommender Systems Hao Wang Naiyan Wang Dit-Yan Yeung BDL 28 1,610 0 10 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 287 39,194 0 01 Sep 2014
Detection of Sclerotic Spine Metastases via Random Aggregation of Deep Convolutional Neural Network Classifications H. Roth Jianhua Yao Le Lu James Stieger Joseph E. Burns Ronald M. Summers 48 85 0 22 Jul 2014
Techniques for Learning Binary Stochastic Feedforward Neural Networks T. Raiko Mathias Berglund Guillaume Alain Laurent Dinh BDL 44 126 0 11 Jun 2014
Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition Max Jaderberg Karen Simonyan Andrea Vedaldi Andrew Zisserman 44 933 0 09 Jun 2014
Learning to Discover Efficient Mathematical Identities Wojciech Zaremba Karol Kurach Rob Fergus 33 54 0 06 Jun 2014
Multi-task Neural Networks for QSAR Predictions George E. Dahl Navdeep Jaitly Ruslan Salakhutdinov 45 277 0 04 Jun 2014
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 44 3,555 0 08 Apr 2014
Zero-bias autoencoders and the benefits of co-adapting features K. Konda Roland Memisevic David M. Krueger AI4CE 51 89 0 13 Feb 2014
An empirical analysis of dropout in piecewise linear networks David Warde-Farley Ian Goodfellow Aaron Courville Yoshua Bengio 41 106 0 21 Dec 2013
GPU Asynchronous Stochastic Gradient Descent to Speed Up Neural Network Training T. Paine Hailin Jin Jianchao Yang Zhe-nan Lin Thomas Huang 46 98 0 21 Dec 2013
Zero-Shot Learning for Semantic Utterance Classification Yann N. Dauphin Gökhan Tür Dilek Z. Hakkani-Tür Larry Heck 54 41 0 20 Dec 2013
On the Challenges of Physical Implementations of RBMs Vincent Dumoulin Ian Goodfellow Aaron Courville Yoshua Bengio AI4CE 40 58 0 18 Dec 2013