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
SMASH: One-Shot Model Architecture Search through HyperNetworks Andrew Brock Theodore Lim J. Ritchie Nick Weston 212 766 0 17 Aug 2017
Modality-specific Cross-modal Similarity Measurement with Recurrent Attention Network Yuxin Peng Jinwei Qi Yuxin Yuan 48 124 0 16 Aug 2017
Improved Regularization of Convolutional Neural Networks with Cutout Terrance Devries Graham W. Taylor 177 3,786 0 15 Aug 2017
Comparison of Decoding Strategies for CTC Acoustic Models Thomas Zenkel Ramon Sanabria Florian Metze Jan Niehues Matthias Sperber Sebastian Stüker A. Waibel 48 43 0 15 Aug 2017
IoT Data Analytics Using Deep Learning Xiaofeng Xie Di Wu Siping Liu Renfa Li 47 25 0 13 Aug 2017
Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation Binghui Chen Weihong Deng Junping Du 75 125 0 12 Aug 2017
Topical Behavior Prediction from Massive Logs Shih-Chieh Su BDL 27 0 0 10 Aug 2017
An Empirical Study on Writer Identification & Verification from Intra-variable Individual Handwriting Chandranath Adak B. B. Chaudhuri Michael Blumenstein 30 35 0 10 Aug 2017
Tikhonov Regularization for Long Short-Term Memory Networks A. Turkin 10 2 0 09 Aug 2017
Speaker Diarization using Deep Recurrent Convolutional Neural Networks for Speaker Embeddings Pawel Cyrta Tomasz Trzciñski Wojciech Stokowiec 68 33 0 09 Aug 2017
Learning Uncertain Convolutional Features for Accurate Saliency Detection Pingping Zhang D. Wang Huchuan Lu Hongyu Wang Baocai Yin 111 431 0 07 Aug 2017
Referenceless Quality Estimation for Natural Language Generation Ondrej Dusek Jekaterina Novikova Verena Rieser 96 29 0 05 Aug 2017
Improving Speaker-Independent Lipreading with Domain-Adversarial Training Michael Wand Jürgen Schmidhuber 70 42 0 04 Aug 2017
Analysis and Optimization of Convolutional Neural Network Architectures Martin Thoma 101 73 0 31 Jul 2017
A Weakly Supervised Approach to Train Temporal Relation Classifiers and Acquire Regular Event Pairs Simultaneously Wenlin Yao Saipravallika Nettyam Ruihong Huang NAI 59 3 0 28 Jul 2017
Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network Akm Ashiquzzaman A. Tushar Md. Rashedul Islam Jong-Myon Kim BDL 51 90 0 26 Jul 2017
Representation Learning on Large and Small Data Chun-Nan Chou Chuen-Kai Shie Fu-Chieh Chang Jocelyn Chang Edward Y. Chang SSL 58 8 0 25 Jul 2017
PatchShuffle Regularization Guoliang Kang Xuanyi Dong Liang Zheng Yi Yang 80 75 0 22 Jul 2017
Reconstruction of Word Embeddings from Sub-Word Parameters K. Stratos 41 9 0 21 Jul 2017
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression Jian-Hao Luo Jianxin Wu Weiyao Lin 63 1,763 0 20 Jul 2017
Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network Jin Yamanaka S. Kuwashima Takio Kurita SupR 88 216 0 18 Jul 2017
Incremental Boosting Convolutional Neural Network for Facial Action Unit Recognition Shizhong Han Zibo Meng Ahmed-Shehab Khan Yan Tong CLL 73 110 0 17 Jul 2017
Be Careful What You Backpropagate: A Case For Linear Output Activations & Gradient Boosting Anders Øland Aayush Bansal Roger B. Dannenberg Bhiksha Raj 54 14 0 13 Jul 2017
Developing the Path Signature Methodology and its Application to Landmark-based Human Action Recognition Weixin Yang Terry Lyons Hao Ni Cordelia Schmid Lianwen Jin 200 50 0 13 Jul 2017
Adversarial Dropout for Supervised and Semi-supervised Learning Sungrae Park Jun-Keon Park Su-Jin Shin Il-Chul Moon GAN 99 174 0 12 Jul 2017
Multiple Range-Restricted Bidirectional Gated Recurrent Units with Attention for Relation Classification Jonggu Kim Jong-Hyeok Lee 46 4 0 05 Jul 2017
Deep learning bank distress from news and numerical financial data P. Cerchiello G. Nicola Samuel Rönnqvist Peter Sarlin 80 12 0 29 Jun 2017
A Deep Neural Architecture for Sentence-level Sentiment Classification in Twitter Social Networking Huy-Thanh Nguyen M. Nguyen SSeg HAI 41 54 0 25 Jun 2017
Analysis of dropout learning regarded as ensemble learning K. Hara Daisuke Saitoh Hayaru Shouno 56 62 0 20 Jun 2017
An Entropy-based Pruning Method for CNN Compression Jian-Hao Luo Jianxin Wu 48 180 0 19 Jun 2017
FreezeOut: Accelerate Training by Progressively Freezing Layers Andrew Brock Theodore Lim J. Ritchie Nick Weston 57 125 0 15 Jun 2017
Deep Learning Methods for Efficient Large Scale Video Labeling Miha Škalič M. Pekalski Xin Pan VLM 56 17 0 14 Jun 2017
Learning When to Attend for Neural Machine Translation Junhui Li Muhua Zhu 18 1 0 31 May 2017
Deep Learning for User Comment Moderation John Pavlopoulos Prodromos Malakasiotis Ion Androutsopoulos 70 126 0 28 May 2017
Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-Identification Nikolaos Karianakis Zicheng Liu Yinpeng Chen Stefano Soatto 41 8 0 28 May 2017
Deriving Neural Architectures from Sequence and Graph Kernels Tao Lei Wengong Jin Regina Barzilay Tommi Jaakkola GNN 117 137 0 25 May 2017
Extraction and Classification of Diving Clips from Continuous Video Footage Aiden Nibali Zhen He Stuart Morgan Daniel Greenwood 75 18 0 25 May 2017
Bayesian Compression for Deep Learning Christos Louizos Karen Ullrich Max Welling UQCV BDL 207 481 0 24 May 2017
Her2 Challenge Contest: A Detailed Assessment of Automated Her2 Scoring Algorithms in Whole Slide Images of Breast Cancer Tissues Talha Qaiser A. Mukherjee Chaitanya Reddy Pb Sai Dileep Munugoti Vamsi Tallam ... G. Bueno David R. J. Snead I. Ellis M. Ilyas Nasir M. Rajpoot 53 122 0 23 May 2017
Two-Stream 3D Convolutional Neural Network for Skeleton-Based Action Recognition Hong Liu Juanhui Tu Mengyuan Liu MedIm 105 148 0 23 May 2017
Concrete Dropout Y. Gal Jiri Hron Alex Kendall BDL UQCV 216 593 0 22 May 2017
Key-Value Retrieval Networks for Task-Oriented Dialogue Mihail Eric Christopher D. Manning 98 420 0 15 May 2017
Using Titles vs. Full-text as Source for Automated Semantic Document Annotation Lukas Galke Florian Mai Alan Schelten Dennis Brunsch A. Scherp 32 24 0 15 May 2017
Handwritten Bangla Digit Recognition Using Deep Learning Md. Zahangir Alom P. Sidike T. Taha V. Asari 55 77 0 07 May 2017
Gabor Convolutional Networks Shangzhen Luan Baochang Zhang Chen Chen Xianbin Cao Jiawei Han Jianzhuang Liu BDL 175 345 0 03 May 2017
Going Wider: Recurrent Neural Network With Parallel Cells Danhao Zhu Siying Shen Xinyu Dai Jiajun Chen LRM 13 5 0 03 May 2017
Modeling Source Syntax for Neural Machine Translation Junhui Li Deyi Xiong Zhaopeng Tu Muhua Zhu Min Zhang Guodong Zhou 79 146 0 02 May 2017
Lesion detection and Grading of Diabetic Retinopathy via Two-stages Deep Convolutional Neural Networks Yehui Yang Tao Li Wensi Li Haishan Wu Wei Fan Wensheng Zhang MedIm 59 175 0 02 May 2017
Understanding the Feedforward Artificial Neural Network Model From the Perspective of Network Flow Dawei Dai Weimin Tan Hong Zhan 36 12 0 26 Apr 2017
Cross-domain Semantic Parsing via Paraphrasing Yu-Chuan Su Xifeng Yan 86 86 0 20 Apr 2017