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"

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Title
Autoencoder Regularized Network For Driving Style Representation Learning Weishan Dong Ting Yuan Kai Yang Changsheng Li Shilei Zhang 46 59 0 05 Jan 2017
AENet: Learning Deep Audio Features for Video Analysis Naoya Takahashi Michael Gygli Luc Van Gool 81 150 0 03 Jan 2017
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge A. Setio A. Traverso Thomas de Bel Moira S. N. Berens C. V. D. Bogaard ... Jef Vandemeulebroucke N. Walasek G. Zuidhof Bram van Ginneken Colin Jacobs 142 1,092 0 23 Dec 2016
Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles James Cross Liang Huang 91 121 0 20 Dec 2016
Neuromorphic Deep Learning Machines Emre Neftci C. Augustine Somnath Paul Georgios Detorakis BDL 220 260 0 16 Dec 2016
Improving Neural Network Generalization by Combining Parallel Circuits with Dropout Kien Tuong Phan Tomas Henrique Maul T. Vu W. Lai AI4CE ODL 47 6 0 15 Dec 2016
Learning in the Machine: Random Backpropagation and the Deep Learning Channel Pierre Baldi Peter Sadowski Zhiqin Lu AAML 82 16 0 08 Dec 2016
Entity Identification as Multitasking K. Stratos 50 4 0 08 Dec 2016
Query-adaptive Image Retrieval by Deep Weighted Hashing Jian Zhang Yuxin Peng 64 53 0 08 Dec 2016
Large-Margin Softmax Loss for Convolutional Neural Networks Weiyang Liu Yandong Wen Zhiding Yu Meng Yang CVBM 87 1,460 0 07 Dec 2016
Whiteout: Gaussian Adaptive Noise Regularization in Deep Neural Networks Yinan Li Fang Liu 53 21 0 05 Dec 2016
An Overview on Data Representation Learning: From Traditional Feature Learning to Recent Deep Learning G. Zhong Lina Wang Junyu Dong AI4TS 83 183 0 25 Nov 2016
Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling Zhe Gan Chunyuan Li Changyou Chen Yunchen Pu Qinliang Su Lawrence Carin BDL UQCV 139 41 0 23 Nov 2016
Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max Pooling P. Zhou Zhenyu Qi Suncong Zheng Jiaming Xu Hongyun Bao Bo Xu AI4TS 77 498 0 21 Nov 2016
Object Recognition with and without Objects Zhuotun Zhu Lingxi Xie Alan Yuille OCL ObjD 146 81 0 20 Nov 2016
Compacting Neural Network Classifiers via Dropout Training Yotaro Kubo George Tucker Simon Wiesler 70 10 0 18 Nov 2016
Word and Document Embeddings based on Neural Network Approaches Siwei Lai 35 9 0 18 Nov 2016
CIFAR-10: KNN-based Ensemble of Classifiers Yehya Abouelnaga Ola S. Ali Hager Rady Mohamed Moustafa FedML 52 66 0 15 Nov 2016
Deep Recurrent Neural Network for Mobile Human Activity Recognition with High Throughput Masaya Inoue Sozo Inoue T. Nishida HAI BDL 51 251 0 11 Nov 2016
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents Rui Zhang Honglak Lee Dragomir R. Radev 85 124 0 08 Nov 2016
Neural Machine Translation with Reconstruction Zhaopeng Tu Yang Liu Lifeng Shang Xiaohua Liu Hang Li 109 205 0 07 Nov 2016
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks Kazuma Hashimoto Caiming Xiong Yoshimasa Tsuruoka R. Socher KELM 149 575 0 05 Nov 2016
Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks Eder Santana Matthew S. Emigh Pablo Zegers José C. Príncipe BDL 109 15 0 31 Oct 2016
Missing Data Imputation for Supervised Learning Jason Poulos Rafael Valle 72 63 0 28 Oct 2016
Sequence Segmentation Using Joint RNN and Structured Prediction Models Yossi Adi Joseph Keshet E. Cibelli Matthew A. Goldrick 60 21 0 25 Oct 2016
Maxmin convolutional neural networks for image classification Michael Blot Matthieu Cord Nicolas Thome 44 45 0 25 Oct 2016
Deep image mining for diabetic retinopathy screening G. Quellec K. Charrière Yassine Boudi B. Cochener M. Lamard MedIm 206 417 0 22 Oct 2016
Deep Models for Engagement Assessment With Scarce Label Information Feng Li Guangfan Zhang Wei Wang R. Xu Tom Schnell Jonathan Wen F. McKenzie Jiang Li 79 25 0 21 Oct 2016
Making brain-machine interfaces robust to future neural variability David Sussillo S. Stavisky J. Kao S. Ryu K. Shenoy 44 184 0 19 Oct 2016
Small-footprint Highway Deep Neural Networks for Speech Recognition Liang Lu Steve Renals 157 16 0 18 Oct 2016
Interactive Attention for Neural Machine Translation Fandong Meng Zhengdong Lu Hang Li Qun Liu 73 76 0 17 Oct 2016
Mixed Neural Network Approach for Temporal Sleep Stage Classification Hao Dong A. Supratak W. Pan Chao Wu Paul M. Matthews Yike Guo 110 245 0 15 Oct 2016
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding L. Rojas-Barahona Milica Gasic N. Mrksic Pei-hao Su Stefan Ultes Tsung-Hsien Wen S. Young 78 27 0 13 Oct 2016
Learning Low Dimensional Convolutional Neural Networks for High-Resolution Remote Sensing Image Retrieval Weixun Zhou Shawn D. Newsam Congmin Li Z. Shao 205 183 0 10 Oct 2016
Indoor Space Recognition using Deep Convolutional Neural Network: A Case Study at MIT Campus Fan Zhang Fábio Duarte Ruixian Ma Dimitrios Milioris Hui-Ching Lin C. Ratti 3DV 68 22 0 07 Oct 2016
Multiple Regularizations Deep Learning for Paddy Growth Stages Classification from LANDSAT-8 Ines Heidieni Ikasari Vina Ayumi M. I. Fanany S. Mulyono 44 25 0 06 Oct 2016
Adaptive Neuron Apoptosis for Accelerating Deep Learning on Large Scale Systems Charles Siegel J. Daily Abhinav Vishnu AI4CE 69 10 0 03 Oct 2016
Charged Point Normalization: An Efficient Solution to the Saddle Point Problem Armen Aghajanyan ODL 13 0 0 29 Sep 2016
Deep Reinforcement Learning for Mention-Ranking Coreference Models Kevin Clark Christopher D. Manning ALM NoLa 117 372 0 27 Sep 2016
HyperNetworks David R Ha Andrew M. Dai Quoc V. Le 182 1,637 0 27 Sep 2016
Variational Inference with Hamiltonian Monte Carlo Christopher Wolf Maximilian Karl Patrick van der Smagt BDL 66 36 0 26 Sep 2016
Dropout with Expectation-linear Regularization Xuezhe Ma Yingkai Gao Zhiting Hu Yaoliang Yu Yuntian Deng Eduard H. Hovy UQCV 70 50 0 26 Sep 2016
Character-Level Language Modeling with Hierarchical Recurrent Neural Networks Kyuyeon Hwang Wonyong Sung 58 66 0 13 Sep 2016
Sequential Deep Trajectory Descriptor for Action Recognition with Three-stream CNN Yemin Shi Yonghong Tian Yaowei Wang Tiejun Huang 96 192 0 10 Sep 2016
Approaching the Computational Color Constancy as a Classification Problem through Deep Learning Seoung Wug Oh Seon Joo Kim 3DV 58 101 0 29 Aug 2016
LFADS - Latent Factor Analysis via Dynamical Systems David Sussillo Rafal Jozefowicz L. F. Abbott C. Pandarinath AI4CE 74 91 0 22 Aug 2016
Lets keep it simple, Using simple architectures to outperform deeper and more complex architectures S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou 104 120 0 22 Aug 2016
Star-galaxy Classification Using Deep Convolutional Neural Networks Edward J. Kim R. Brunner 67 162 0 15 Aug 2016
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks Yossi Adi Einat Kermany Yonatan Belinkov Ofer Lavi Yoav Goldberg 107 546 0 15 Aug 2016
Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation Rudra P. K. Poudel P. Lamata Giovanni Montana MedIm 72 248 0 13 Aug 2016