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
Genetic Algorithms for Evolving Deep Neural Networks E. David Iddo Greental 76 125 0 21 Nov 2017
DeepSign: Deep Learning for Automatic Malware Signature Generation and Classification Omid David N. Netanyahu 42 206 0 21 Nov 2017
Dropping Activation Outputs with Localized First-layer Deep Network for Enhancing User Privacy and Data Security Hao Dong Chao Wu Zhen Wei Yike Guo 66 30 0 20 Nov 2017
Block-Cyclic Stochastic Coordinate Descent for Deep Neural Networks Kensuke Nakamura Stefano Soatto Byung-Woo Hong BDL ODL 70 6 0 20 Nov 2017
Pseudo-positive regularization for deep person re-identification Fuqing Zhu Xiangwei Kong Haiyan Fu Q. Tian 75 9 0 17 Nov 2017
LDMNet: Low Dimensional Manifold Regularized Neural Networks Wei Zhu Qiang Qiu Jiaji Huang A. Calderbank Guillermo Sapiro Ingrid Daubechies 68 40 0 16 Nov 2017
Less-forgetful Learning for Domain Expansion in Deep Neural Networks Heechul Jung Jeongwoo Ju Minju Jung Junmo Kim CLL OOD 81 71 0 16 Nov 2017
Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings Shaohui Kuang Junhui Li António Branco Weihua Luo Deyi Xiong 31 0 0 15 Nov 2017
Can CNN Construct Highly Accurate Models Efficiently for High-Dimensional Problems in Complex Product Designs? Yu Li Hu Wang Juanjuan Liu 28 1 0 15 Nov 2017
Multilingual Adaptation of RNN Based ASR Systems Markus Müller Sebastian Stüker A. Waibel 54 17 0 13 Nov 2017
An Automatic Diagnosis Method of Facial Acne Vulgaris Based on Convolutional Neural Network Xiaolei Shen Jiachi Zhang Chenjun Yan Hong Zhou CVBM 52 81 0 13 Nov 2017
Fast Reading Comprehension with ConvNets Felix Wu Ni Lao John Blitzer Guandao Yang Kilian Q. Weinberger AIMat 42 16 0 12 Nov 2017
Data Augmentation Generative Adversarial Networks Antreas Antoniou Amos Storkey Harrison Edwards MedIm GAN 187 1,076 0 12 Nov 2017
Syntax-Directed Attention for Neural Machine Translation Kehai Chen Rui Wang Masao Utiyama Eiichiro Sumita Tiejun Zhao 99 91 0 12 Nov 2017
Saliency Prediction for Mobile User Interfaces Prakhar Gupta Shubh Gupta Ajaykrishnan Jayagopal Sourav Pal R. Sinha FAtt 75 17 0 10 Nov 2017
Analysis of Dropout in Online Learning K. Hara 33 0 0 09 Nov 2017
Estimating Cosmological Parameters from the Dark Matter Distribution Siamak Ravanbakhsh Junier Oliva S. Fromenteau Layne Price S. Ho J. Schneider Barnabás Póczós 80 76 0 06 Nov 2017
Strategies for Conceptual Change in Convolutional Neural Networks M. Grachten Carlos Eduardo Cancino-Chacón 55 10 0 05 Nov 2017
ReBNet: Residual Binarized Neural Network M. Ghasemzadeh Mohammad Samragh F. Koushanfar MQ 45 4 0 03 Nov 2017
Multi-Mention Learning for Reading Comprehension with Neural Cascades Swabha Swayamdipta Ankur P. Parikh Tom Kwiatkowski RALM 98 32 0 02 Nov 2017
Estimating Historical Hourly Traffic Volumes via Machine Learning and Vehicle Probe Data: A Maryland Case Study Przemysław Sekuła Nikola Marković Zachary Vander Laan K. Sadabadi 40 65 0 02 Nov 2017
Smooth Neighbors on Teacher Graphs for Semi-supervised Learning Yucen Luo Jun Zhu Mengxi Li Yong Ren Bo Zhang 98 242 0 01 Nov 2017
Clothing Retrieval with Visual Attention Model Zhonghao Wang Yujun Gu Ya Zhang Jun Zhou Xiao Gu 3DH 69 51 0 31 Oct 2017
Common Representation Learning Using Step-based Correlation Multi-Modal CNN Gaurav Bhatt Piyush Jha Balasubramanian Raman SSL 38 4 0 31 Oct 2017
CrescendoNet: A Simple Deep Convolutional Neural Network with Ensemble Behavior Xiang Zhang Nishant Vishwamitra Hongxin Hu Feng Luo 35 2 0 30 Oct 2017
Regularization for Deep Learning: A Taxonomy J. Kukačka Vladimir Golkov Zorah Lähner 96 336 0 29 Oct 2017
Knowledge Projection for Deep Neural Networks Zhi Zhang G. Ning Zhihai He 57 15 0 26 Oct 2017
Image Disguise based on Generative Model X. Duan Haoxian Song E. Zhang Jingjing Liu DiffM 37 1 0 21 Oct 2017
Function Norms and Regularization in Deep Networks Amal Rannen Triki Maxim Berman Matthew B. Blaschko 78 2 0 18 Oct 2017
Towards a Seamless Integration of Word Senses into Downstream NLP Applications Mohammad Taher Pilehvar Jose Camacho-Collados Roberto Navigli Nigel Collier 69 46 0 18 Oct 2017
Learning Phrase Embeddings from Paraphrases with GRUs Zhihao Zhou Lifu Huang Heng Ji NAI 48 9 0 13 Oct 2017
Dropout as a Low-Rank Regularizer for Matrix Factorization Jacopo Cavazza Pietro Morerio B. Haeffele Connor Lane Vittorio Murino René Vidal 129 42 0 13 Oct 2017
Using Context Events in Neural Network Models for Event Temporal Status Identification Zeyu Dai Wenlin Yao Ruihong Huang 52 3 0 12 Oct 2017
An Analysis of Dropout for Matrix Factorization Jacopo Cavazza Connor Lane B. Haeffele Vittorio Murino René Vidal 22 2 0 10 Oct 2017
Learning event representation: As sparse as possible, but not sparser Tuan Do James Pustejovsky 50 7 0 02 Oct 2017
Pyramidal RoR for Image Classification Ke Zhang Liru Guo Ce Gao Zhenbing Zhao 63 20 0 01 Oct 2017
Improved Training for Self-Training by Confidence Assessments Gal Hyams D. Greenfeld Dor Bank 59 1 0 30 Sep 2017
Deep learning for source camera identification on mobile devices David Freire-Obregón F. Narducci Silvio Barra Modesto Castrillón-Santana 53 108 0 30 Sep 2017
Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning Georgios Detorakis Sadique Sheik C. Augustine Somnath Paul Bruno U. Pedroni N. Dutt J. Krichmar Gert Cauwenberghs Emre Neftci 87 29 0 29 Sep 2017
Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks Mingbo Ma Kai Zhao Liang Huang Bing Xiang Bowen Zhou VLM 65 15 0 28 Sep 2017
B-CNN: Branch Convolutional Neural Network for Hierarchical Classification Xinqi Zhu Michael Bain 185 153 0 28 Sep 2017
Are we done with object recognition? The iCub robot's perspective Giulia Pasquale C. Ciliberto Francesca Odone Lorenzo Rosasco Lorenzo Natale 94 42 0 28 Sep 2017
Neural networks for topology optimization Ivan Sosnovik Ivan Oseledets 79 258 0 27 Sep 2017
Reducing Complexity of HEVC: A Deep Learning Approach Mai Xu Tianyi Li Zulin Wang Xin Deng Ren Yang Zhenyu Guan 91 277 0 19 Sep 2017
Detection of Anomalies in Large Scale Accounting Data using Deep Autoencoder Networks Marco Schreyer Timur Sattarov Damian Borth Andreas Dengel Bernd Reimer 74 106 0 15 Sep 2017
Cross-Media Similarity Evaluation for Web Image Retrieval in the Wild Jianfeng Dong Xirong Li Duanqing Xu 45 21 0 05 Sep 2017
Fast Landmark Localization with 3D Component Reconstruction and CNN for Cross-Pose Recognition G. Hsu H. Shie Jui-Shan Chan Cheng-Hua Hsieh CVBM 58 20 0 31 Aug 2017
A Simple LSTM model for Transition-based Dependency Parsing Mohab Elkaref Bernd Bohnet 73 9 0 29 Aug 2017
Machine Learning Approach for Detection of nonTor Traffic Gregory D. Hill X. Bellekens Ephraim Iorkyase Andrew W. Hamilton Christos Tachtatzis Robert C. Atkinson 50 11 0 29 Aug 2017
Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM Mohamed I. Eldesouki Younes Samih Ahmed Abdelali Mohammed Attia Hamdy Mubarak Kareem Darwish Laura Kallmeyer 24 15 0 19 Aug 2017