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
Shakeout: A New Approach to Regularized Deep Neural Network Training Guoliang Kang Jun Yu Li Dacheng Tao 57 59 0 13 Apr 2019
A Selective Overview of Deep Learning Jianqing Fan Cong Ma Yiqiao Zhong BDL VLM 206 135 0 10 Apr 2019
$$\mathcal{G}$-softmax: Improving Intra-class Compactness and Inter-class Separability of Features$ $\mathcal{G}$ -softmax: Improving Intra-class Compactness and Inter-class Separability of Features Yan Luo Yongkang Wong Mohan Kankanhalli Qi Zhao 84 37 0 08 Apr 2019
Surface Defect Classification in Real-Time Using Convolutional Neural Networks Selim Arikan Kiran Varanasi D. Stricker 25 17 0 07 Apr 2019
Effective and Efficient Dropout for Deep Convolutional Neural Networks Shaofeng Cai Jinyang Gao Gang Chen Beng Chin Ooi Wei Wang Meihui Zhang BDL 116 53 0 06 Apr 2019
Progressive Pose Attention Transfer for Person Image Generation Zhen Zhu Tengteng Huang Baoguang Shi Miao Yu Bofei Wang X. Bai GAN 103 314 0 06 Apr 2019
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions Awni Y. Hannun Ann Lee Qiantong Xu R. Collobert 78 97 0 04 Apr 2019
Exploring Randomly Wired Neural Networks for Image Recognition Saining Xie Alexander Kirillov Ross B. Girshick Kaiming He 90 365 0 02 Apr 2019
Benchmarking Approximate Inference Methods for Neural Structured Prediction Lifu Tu Kevin Gimpel BDL 93 17 0 01 Apr 2019
Machine Vision for Natural Gas Methane Emissions Detection Using an Infrared Camera Jingfan Wang Lyne P. Tchapmi A. Ravikumar M. McGuire Clay S. Bell D. Zimmerle Silvio Savarese A. Brandt 45 104 0 01 Apr 2019
Learning Shared Encoding Representation for End-to-End Speech Recognition Models T. Nguyen Sebastian Stüker A. Waibel 45 2 0 31 Mar 2019
Deep Representation with ReLU Neural Networks Andreas Heinecke W. Hwang 138 0 0 29 Mar 2019
Augmented Ultrasonic Data for Machine Learning I. Virkkunen T. Koskinen Oskari Jessen-Juhler Jari Rinta-aho 35 100 0 26 Mar 2019
Reducing the dilution: An analysis of the information sensitiveness of capsule network with a practical improvement method Zonglin Yang Xinggang Wang AAML 63 5 0 25 Mar 2019
Data Augmentation for Bayesian Deep Learning YueXing Wang Nicholas G. Polson Vadim Sokolov UQCV BDL 88 5 0 22 Mar 2019
A Multilingual Encoding Method for Text Classification and Dialect Identification Using Convolutional Neural Network Amr Adel Helmy 13 1 0 18 Mar 2019
Pragmatic inference and visual abstraction enable contextual flexibility during visual communication Judith W. Fan Robert D. Hawkins Mike Wu Noah D. Goodman 48 42 0 11 Mar 2019
Deep learning for molecular design - a review of the state of the art Daniel C. Elton Zois Boukouvalas M. Fuge Peter W. Chung AI4CE 3DV 103 328 0 11 Mar 2019
An Innovative Word Encoding Method For Text Classification Using Convolutional Neural Network Amr Adel Helmy Yasser M. K. Omar R. Hodhod 24 8 0 11 Mar 2019
A Capsule-unified Framework of Deep Neural Networks for Graphical Programming Yujian Li Chuanhui Shan MedIm GNN 30 4 0 07 Mar 2019
Only sparsity based loss function for learning representations Vivek Bakaraju K. Konda 37 0 0 07 Mar 2019
Equi-normalization of Neural Networks Pierre Stock Benjamin Graham Rémi Gribonval Hervé Jégou ODL 46 18 0 27 Feb 2019
Diagnosis of Alzheimer's Disease via Multi-modality 3D Convolutional Neural Network Yechong Huang Jiahang Xu Lihao Liu Tong Tong Xiahai Zhuang the Alzheimer's Disease Neuroimaging Initiative MedIm 71 216 0 26 Feb 2019
Fast Multi-language LSTM-based Online Handwriting Recognition Victor Carbune P. Gonnet Thomas Deselaers H. Rowley A. Daryin Marcos Calvo Lafarga Li-Lun Wang Daniel Keysers Sandro Feuz Philippe Gervais HAI 76 146 0 22 Feb 2019
FAVAE: Sequence Disentanglement using Information Bottleneck Principle Masanori Yamada Heecheol Kim Kosuke Miyoshi Hiroshi Yamakawa CML DRL CoGe 31 4 0 22 Feb 2019
Leveraging Newswire Treebanks for Parsing Conversational Data with Argument Scrambling Riyaz Ahmad Bhat Irshad Ahmad Bhat D. Sharma AI4CE 36 2 0 13 Feb 2019
TensorSCONE: A Secure TensorFlow Framework using Intel SGX Roland Kunkel D. Quoc Franz Gregor Sergei Arnautov Pramod Bhatotia Christof Fetzer FedML 52 67 0 12 Feb 2019
On the security relevance of weights in deep learning Kathrin Grosse T. A. Trost Marius Mosbach Michael Backes Dietrich Klakow AAML 58 6 0 08 Feb 2019
Using multi-task learning to improve the performance of acoustic-to-word and conventional hybrid models T. Nguyen Sebastian Stüker A. Waibel 54 1 0 02 Feb 2019
Automatic Whole-body Bone Age Assessment Using Deep Hierarchical Features H. Nguyen Soohyung Kim 32 3 0 29 Jan 2019
CollaGAN : Collaborative GAN for Missing Image Data Imputation Dongwook Lee Junyoung Kim Won-Jin Moon J. C. Ye VLM GAN 98 148 0 28 Jan 2019
Sparse evolutionary Deep Learning with over one million artificial neurons on commodity hardware Shiwei Liu Decebal Constantin Mocanu A. R. Ramapuram Matavalam Yulong Pei Mykola Pechenizkiy BDL 90 93 0 26 Jan 2019
Revisiting Self-Supervised Visual Representation Learning Alexander Kolesnikov Xiaohua Zhai Lucas Beyer SSL 208 717 0 25 Jan 2019
Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent Entity Typing Joohong Lee Sang-gyu Seo Y. Choi 74 117 0 23 Jan 2019
A Survey of the Recent Architectures of Deep Convolutional Neural Networks Asifullah Khan A. Sohail Umme Zahoora Aqsa Saeed Qureshi OOD 173 2,321 0 17 Jan 2019
The Winning Solution to the IEEE CIG 2017 Game Data Mining Competition Anna Guitart Pei Pei Chen África Periánez 49 11 0 16 Jan 2019
Machine Learning Automation Toolbox (MLaut) V. Kazakov Franz J. Király 23 1 0 11 Jan 2019
Context Aware Machine Learning Yun Zeng 28 3 0 10 Jan 2019
A Comprehensive guide to Bayesian Convolutional Neural Network with Variational Inference Kumar Shridhar F. Laumann Marcus Liwicki BDL UQCV 99 176 0 08 Jan 2019
Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic Mikael Henaff A. Canziani Yann LeCun OOD 111 123 0 08 Jan 2019
$Transformed $\ell_1$ Regularization for Learning Sparse Deep Neural Networks$ Transformed $\ell_1$ Regularization for Learning Sparse Deep Neural Networks Rongrong Ma Jianyu Miao Lingfeng Niu Peng Zhang 42 6 0 04 Jan 2019
Learning a Generator Model from Terminal Bus Data N. Stulov D. Sobajic Yury Maximov Deepjyoti Deka Michael Chertkov 45 4 0 03 Jan 2019
Recurrent Neural Networks for Time Series Forecasting Gábor Petneházi AI4TS 103 115 0 01 Jan 2019
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification Marc Combalia João Paulo Papa 81 83 0 30 Dec 2018
Cross-relation Cross-bag Attention for Distantly-supervised Relation Extraction Yujin Yuan Liyuan Liu Siliang Tang Zhongfei Zhang Yueting Zhuang Shiliang Pu Leilei Gan Xiang Ren 82 67 0 27 Dec 2018
Learning to Refine Source Representations for Neural Machine Translation Xinwei Geng Longyue Wang Xing Wang Bing Qin Ting Liu Zhaopeng Tu 39 6 0 26 Dec 2018
End-to-End Classification of Reverberant Rooms using DNNs C. Papayiannis C. Evers Patrick A. Naylor 52 12 0 21 Dec 2018
Machine learning and AI research for Patient Benefit: 20 Critical Questions on Transparency, Replicability, Ethics and Effectiveness Sebastian J. Vollmer Bilal A. Mateen G. Bohner Franz J. Király Rayid Ghani ... Karel G. M. Moons Gary S. Collins J. Ioannidis Chris Holmes H. Hemingway 124 39 0 21 Dec 2018
NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning Sirui Xie Junning Huang Lanxin Lei Chunxiao Liu Zheng Ma Wayne Zhang Liang Lin 57 8 0 21 Dec 2018
DTMT: A Novel Deep Transition Architecture for Neural Machine Translation Fandong Meng Jinchao Zhang AI4CE 95 44 0 19 Dec 2018