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
Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Detection Naoya Takahashi Michael Gygli Beat Pfister Luc Van Gool 85 129 0 25 Apr 2016
Learning rotation invariant convolutional filters for texture classification Diego Marcos Michele Volpi D. Tuia 97 148 0 22 Apr 2016
TI-POOLING: transformation-invariant pooling for feature learning in Convolutional Neural Networks D. Laptev Nikolay Savinov J. M. Buhmann Marc Pollefeys OOD 107 257 0 21 Apr 2016
Network of Experts for Large-Scale Image Categorization Karim Ahmed M. H. Baig Lorenzo Torresani 110 126 0 20 Apr 2016
Churn analysis using deep convolutional neural networks and autoencoders A. Wangperawong Cyrille Brun O. Laudy Rujikorn Pavasuthipaisit MU BDL 40 46 0 18 Apr 2016
Empirical study of PROXTONE and PROXTONE $^+$ for Fast Learning of Large Scale Sparse Models Ziqiang Shi Rujie Liu 45 0 0 18 Apr 2016
Latent Model Ensemble with Auto-localization Miao Sun T. Han Xun Xu Ming-Chang Liu Ahmad Khodayari-Rostamabad SSL 47 6 0 15 Apr 2016
DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation Hao Chen Xiaojuan Qi Lequan Yu Pheng-Ann Heng MedIm 103 580 0 10 Apr 2016
Writer-independent Feature Learning for Offline Signature Verification using Deep Convolutional Neural Networks L. G. Hafemann R. Sabourin Luiz Eduardo Soares de Oliveira 80 127 0 04 Apr 2016
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation Hoo-Chang Shin Kirk Roberts Le Lu Dina Demner-Fushman Jianhua Yao Ronald M. Summers 77 351 0 28 Mar 2016
Convolutional Networks for Fast, Energy-Efficient Neuromorphic Computing S. K. Esser P. Merolla John V. Arthur A. Cassidy R. Appuswamy ... Pallab Datta A. Amir B. Taba M. Flickner D. Modha 3DH 96 718 0 28 Mar 2016
Probabilistic Reasoning via Deep Learning: Neural Association Models Quan Liu Hui Jiang Andrew Evdokimov Zhenhua Ling Xiaodan Zhu Si Wei Yu Hu BDL 96 99 0 24 Mar 2016
Convolution in Convolution for Network in Network Yanwei Pang Manli Sun Xiaoheng Jiang Xuelong Li 83 168 0 22 Mar 2016
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation Konstantinos Kamnitsas C. Ledig Virginia Newcombe Joanna P. Simpson A. D. Kane David Menon Daniel Rueckert Ben Glocker MedIm 3DV 171 3,065 0 18 Mar 2016
Comparing Time and Frequency Domain for Audio Event Recognition Using Deep Learning L. Hertel Huy P Phan Alfred Mertins 61 63 0 18 Mar 2016
Recurrent Dropout without Memory Loss Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 75 222 0 16 Mar 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 509 10,228 0 16 Mar 2016
Multichannel Variable-Size Convolution for Sentence Classification Wenpeng Yin Hinrich Schütze 73 156 0 15 Mar 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 359 4,028 0 04 Mar 2016
Shallow and Deep Convolutional Networks for Saliency Prediction Junting Pan Kevin McGuinness E. Sayrol Noel E. O'Connor Xavier Giró-i-Nieto FAtt 91 467 0 02 Mar 2016
Significance Driven Hybrid 8T-6T SRAM for Energy-Efficient Synaptic Storage in Artificial Neural Networks G. Srinivasan Parami Wijesinghe Syed Shakib Sarwar Akhilesh R. Jaiswal Kaushik Roy 60 40 0 27 Feb 2016
On Study of the Binarized Deep Neural Network for Image Classification Song Wang Dongchun Ren Li Chen Wei-liang Fan Jun Sun S. Naoi 39 3 0 24 Feb 2016
Text Matching as Image Recognition Liang Pang Yanyan Lan Jiafeng Guo Jun Xu Shengxian Wan Xueqi Cheng 101 559 0 20 Feb 2016
Surprising properties of dropout in deep networks D. Helmbold Philip M. Long 67 3 0 14 Feb 2016
Supervised and Semi-Supervised Text Categorization using LSTM for Region Embeddings Rie Johnson Tong Zhang AI4TS 87 256 0 07 Feb 2016
A Deep Learning Approach to Unsupervised Ensemble Learning Uri Shaham Xiuyuan Cheng Omer Dror Ariel Jaffe B. Nadler Joseph T. Chang Y. Kluger UQCV 83 35 0 06 Feb 2016
Improved Dropout for Shallow and Deep Learning Zhe Li Boqing Gong Tianbao Yang BDL SyDa 101 78 0 06 Feb 2016
Unsupervised Regenerative Learning of Hierarchical Features in Spiking Deep Networks for Object Recognition Priyadarshini Panda Kaushik Roy BDL SSL 75 104 0 03 Feb 2016
Learning Discriminative Features via Label Consistent Neural Network Zhuolin Jiang Yaming Wang L. Davis Walter Andrews Viktor Rozgic SSL 88 26 0 03 Feb 2016
Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound Fausto Milletari Seyed-Ahmad Ahmadi Christine Kroll A. Plate Verena E. Rozanski ... J. Levin O. Dietrich B. Ertl-Wagner K. Boetzel Nassir Navab 259 365 0 26 Jan 2016
A Taxonomy of Deep Convolutional Neural Nets for Computer Vision Suraj Srinivas Ravi Kiran Sarvadevabhatla Konda Reddy Mopuri N. Prabhu S. Kruthiventi R. Venkatesh Babu OOD 69 216 0 25 Jan 2016
Automatic recognition of element classes and boundaries in the birdsong with variable sequences Takuya Koumura K. Okanoya 96 23 0 23 Jan 2016
Training Recurrent Neural Networks by Diffusion H. Mobahi ODL 76 46 0 16 Jan 2016
Deep Learning of Part-based Representation of Data Using Sparse Autoencoders with Nonnegativity Constraints Ehsan Hosseini-Asl J. Zurada O. Nasraoui BDL 72 202 0 12 Jan 2016
Environmental Noise Embeddings for Robust Speech Recognition Suyoun Kim Bhiksha Raj Ian Lane 43 30 0 11 Jan 2016
Evolving Non-linear Stacking Ensembles for Prediction of Go Player Attributes J. Moudrík Roman Neruda 19 8 0 31 Dec 2015
Convolutional Architecture Exploration for Action Recognition and Image Classification J. Turner D. Aha L. Smith K. Gupta 42 1 0 23 Dec 2015
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 278 5,268 0 22 Dec 2015
GraphConnect: A Regularization Framework for Neural Networks Jiaji Huang Qiang Qiu Robert Calderbank Guillermo Sapiro 28 3 0 21 Dec 2015
Semi-supervised Question Retrieval with Gated Convolutions Tao Lei Hrishikesh Joshi Regina Barzilay Tommi Jaakkola K. Tymoshenko Alessandro Moschitti Lluís Màrquez i Villodre RALM 103 107 0 17 Dec 2015
Continuous online sequence learning with an unsupervised neural network model Yuwei Cui Subutai Ahmad J. Hawkins CLL 48 240 0 17 Dec 2015
Large Scale Business Discovery from Street Level Imagery Qian Yu Christian Szegedy Martin C. Stumpe L. Yatziv Vinay D. Shet Julian Ibarz Sacha Arnoud ObjD 42 14 0 17 Dec 2015
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks Y. Gal Zoubin Ghahramani UQCV DRL BDL 229 1,651 0 16 Dec 2015
Blockout: Dynamic Model Selection for Hierarchical Deep Networks Calvin Murdock Zerui Li Howard Zhou Tom Duerig OOD BDL 77 47 0 16 Dec 2015
Feature-Level Domain Adaptation Wouter M. Kouw Jesse H. Krijthe Marco Loog Laurens van der Maaten OOD 67 63 0 15 Dec 2015
Small-footprint Deep Neural Networks with Highway Connections for Speech Recognition Liang Lu Steve Renals 112 23 0 14 Dec 2015
Deep Learning-Based Image Kernel for Inductive Transfer Neeraj Kumar Animesh Karmakar Ranti Dev Sharma Abhinav Mittal A. Sethi VLM 24 0 0 13 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.7K 195,184 0 10 Dec 2015
Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression T. Narihira Michael Maire Stella X. Yu 123 185 0 08 Dec 2015
Sparsifying Neural Network Connections for Face Recognition Yi Sun Xiaogang Wang Xiaoou Tang 3DH CVBM 75 141 0 07 Dec 2015