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
Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection Hirokatsu Kataoka K. Iwata Y. Satoh ObjD 42 19 0 25 Sep 2015
Deep Boltzmann Machines in Estimation of Distribution Algorithms for Combinatorial Optimization Malte Probst Franz Rothlauf 51 7 0 22 Sep 2015
Telugu OCR Framework using Deep Learning Rakesh Achanta Trevor Hastie 22 22 0 20 Sep 2015
"Oddball SGD": Novelty Driven Stochastic Gradient Descent for Training Deep Neural Networks Andrew J. R. Simpson 47 5 0 18 Sep 2015
Deep Multi-task Learning for Railway Track Inspection Xavier Gibert Vishal M. Patel Rama Chellappa 56 345 0 17 Sep 2015
Taming the ReLU with Parallel Dither in a Deep Neural Network Andrew J. R. Simpson 19 6 0 17 Sep 2015
Adapting Resilient Propagation for Deep Learning Alan Mosca G. D. Magoulas 24 14 0 15 Sep 2015
Deep Learning Applied to Image and Text Matching Afroze Ibrahim Baqapuri VLM 26 0 0 14 Sep 2015
Learning Sparse Feature Representations using Probabilistic Quadtrees and Deep Belief Nets Saikat Basu Manohar Karki S. Ganguly Robert DiBiano S. Mukhopadhyay R. Nemani TPM 86 81 0 11 Sep 2015
Use it or Lose it: Selective Memory and Forgetting in a Perpetual Learning Machine Andrew J. R. Simpson CLL 21 2 0 10 Sep 2015
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 299 6,145 0 04 Sep 2015
CNN Based Hashing for Image Retrieval J. Guo Jianmin Li 57 17 0 04 Sep 2015
On-the-Fly Learning in a Perpetual Learning Machine Andrew J. R. Simpson 36 9 0 03 Sep 2015
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 190 2,705 0 02 Sep 2015
Love Thy Neighbors: Image Annotation by Exploiting Image Metadata Justin Johnson Lamberto Ballan Fei-Fei Li VLM 104 118 0 30 Aug 2015
Parallel Dither and Dropout for Regularising Deep Neural Networks Andrew J. R. Simpson 16 6 0 28 Aug 2015
Partitioning Large Scale Deep Belief Networks Using Dropout Yanping Huang Shanghang Zhang 17 0 0 28 Aug 2015
Character-Aware Neural Language Models Yoon Kim Yacine Jernite David Sontag Alexander M. Rush 154 1,672 0 26 Aug 2015
DeepWriterID: An End-to-end Online Text-independent Writer Identification System Weixin Yang Lianwen Jin Manfei Liu HAI 389 113 0 20 Aug 2015
Dither is Better than Dropout for Regularising Deep Neural Networks Andrew J. R. Simpson 16 12 0 19 Aug 2015
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 153 1,152 0 18 Aug 2015
Molding CNNs for text: non-linear, non-consecutive convolutions Tao Lei Regina Barzilay Tommi Jaakkola 103 146 0 17 Aug 2015
Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path Xu Yan Lili Mou Ge Li Yunchuan Chen Hao Peng Zhi Jin 66 661 0 15 Aug 2015
Bayesian Dropout Tue Herlau Morten Mørup Mikkel N. Schmidt BDL 69 2 0 12 Aug 2015
Dropout Training for SVMs with Data Augmentation Ning Chen Jun Zhu Jianfei Chen Ting Chen 58 8 0 10 Aug 2015
Learning from LDA using Deep Neural Networks Dongxu Zhang Tianyi Luo Dong Wang Rong Liu BDL 102 23 0 05 Aug 2015
Indexing of CNN Features for Large Scale Image Search Ruoyu Liu Yao-Min Zhao Shikui Wei Lixin Liao 75 39 0 02 Aug 2015
Land Use Classification in Remote Sensing Images by Convolutional Neural Networks M. Castelluccio Giovanni Poggi Carlo Sansone L. Verdoliva 84 612 0 01 Aug 2015
Flip-Rotate-Pooling Convolution and Split Dropout on Convolution Neural Networks for Image Classification Fan Wu Peijun Hu D. Kong 103 30 0 31 Jul 2015
Compression of Fully-Connected Layer in Neural Network by Kronecker Product Shuchang Zhou Jia-Nan Wu 87 26 0 21 Jul 2015
Fast Adaptive Weight Noise Justin Bayer Maximilian Karl Daniela Korhammer Patrick van der Smagt BDL OOD ODL 71 3 0 19 Jul 2015
Maximum Entropy Deep Inverse Reinforcement Learning Markus Wulfmeier Peter Ondruska Ingmar Posner OOD 161 406 0 17 Jul 2015
Place Categorization and Semantic Mapping on a Mobile Robot Niko Sünderhauf Feras Dayoub Sean McMahon Ben Talbot R. Schulz Peter Corke G. Wyeth B. Upcroft Michael Milford 68 132 0 09 Jul 2015
Feature Representation in Convolutional Neural Networks Ben Athiwaratkun Keegan Kang FAtt SSL 91 77 0 08 Jul 2015
Dependency-based Convolutional Neural Networks for Sentence Embedding Mingbo Ma Liang Huang Bing Xiang Bowen Zhou 81 119 0 07 Jul 2015
End-to-end Convolutional Network for Saliency Prediction Junting Pan Xavier Giró-i-Nieto 97 23 0 06 Jul 2015
Distributional Smoothing with Virtual Adversarial Training Takeru Miyato S. Maeda Masanori Koyama Ken Nakae S. Ishii 132 458 0 02 Jul 2015
Dropout as data augmentation Xavier Bouthillier K. Konda Pascal Vincent Roland Memisevic 137 134 0 29 Jun 2015
Attention-Based Models for Speech Recognition J. Chorowski Dzmitry Bahdanau Dmitriy Serdyuk Kyunghyun Cho Yoshua Bengio 149 2,613 0 24 Jun 2015
Understanding Neural Networks Through Deep Visualization J. Yosinski Jeff Clune Anh Totti Nguyen Thomas J. Fuchs Hod Lipson FAtt AI4CE 139 1,877 0 22 Jun 2015
Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering Xiaoqiang Zhou Baotian Hu Qingcai Chen Buzhou Tang Xiaolong Wang 89 64 0 22 Jun 2015
On the Depth of Deep Neural Networks: A Theoretical View Shizhao Sun Wei-neng Chen Liwei Wang Xiaoguang Liu Tie-Yan Liu 73 20 0 17 Jun 2015
Multi-path Convolutional Neural Networks for Complex Image Classification Mingming Wang 71 21 0 15 Jun 2015
A Fast Incremental Gaussian Mixture Model R. Pinto P. Engel 72 67 0 14 Jun 2015
A Scale Mixture Perspective of Multiplicative Noise in Neural Networks Eric T. Nalisnick Anima Anandkumar Padhraic Smyth 137 19 0 10 Jun 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 798 37,220 0 08 Jun 2015
Variational Dropout and the Local Reparameterization Trick Diederik P. Kingma Tim Salimans Max Welling BDL 242 1,519 0 08 Jun 2015
Stacked What-Where Auto-encoders Jiaqi Zhao Michaël Mathieu Ross Goroshin Yann LeCun DiffM BDL 156 258 0 08 Jun 2015
Dropout as a Bayesian Approximation: Appendix Y. Gal Zoubin Ghahramani BDL 113 66 0 06 Jun 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 364 7,415 0 05 Jun 2015