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
Pressure Predictions of Turbine Blades with Deep Learning C. Bai Chao Zhou AI4CE MDE 18 2 0 12 Jun 2018
Multi-task learning of daily work and study round-trips from survey data Mehdi Katranji Sami Kraiem L. Moalic Guilhem Sanmarty A. Caminada F. Hadj-Selem 54 0 0 11 Jun 2018
An optimized system to solve text-based CAPTCHA Ye Wang Mi Lu 65 15 0 11 Jun 2018
Deep Reinforcement Learning for Chinese Zero pronoun Resolution Qingyu Yin Yu Zhang Weinan Zhang Ting Liu William Yang Wang 101 49 0 10 Jun 2018
Learning to rank for censored survival data Margaux Luck Tristan Sylvain Joseph Paul Cohen H. Cardinal Andrea Lodi Yoshua Bengio CML 65 5 0 06 Jun 2018
Videos as Space-Time Region Graphs Xinyu Wang Abhinav Gupta 128 757 0 05 Jun 2018
Backdrop: Stochastic Backpropagation Siavash Golkar Kyle Cranmer 50 2 0 04 Jun 2018
Do CIFAR-10 Classifiers Generalize to CIFAR-10? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD FedML ELM 213 414 0 01 Jun 2018
Improving the Resolution of CNN Feature Maps Efficiently with Multisampling Shayan Sadigh P. Sen SSL 29 3 0 28 May 2018
Input and Weight Space Smoothing for Semi-supervised Learning Safa Cicek Stefano Soatto 55 6 0 23 May 2018
Pushing the bounds of dropout Gábor Melis Charles Blundell Tomás Kociský Karl Moritz Hermann Chris Dyer Phil Blunsom 51 13 0 23 May 2018
Excitation Dropout: Encouraging Plasticity in Deep Neural Networks Andrea Zunino Sarah Adel Bargal Pietro Morerio Jianming Zhang Stan Sclaroff Vittorio Murino 38 25 0 23 May 2018
Deep learning generalizes because the parameter-function map is biased towards simple functions Guillermo Valle Pérez Chico Q. Camargo A. Louis MLT AI4CE 122 232 0 22 May 2018
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition Kuan Han Haiguang Wen Yizhen Zhang Di Fu Eugenio Culurciello Zhongming Liu 75 70 0 19 May 2018
Linear-Time Constituency Parsing with RNNs and Dynamic Programming Juneki Hong Liang Huang 56 7 0 17 May 2018
Conversational Analysis using Utterance-level Attention-based Bidirectional Recurrent Neural Networks Chandrakant Bothe S. Magg C. Weber S. Wermter 57 17 0 16 May 2018
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations Sosuke Kobayashi 93 615 0 16 May 2018
Towards Robust Neural Machine Translation Yong Cheng Zhaopeng Tu Fandong Meng Junjie Zhai Yang Liu AAML 73 161 0 16 May 2018
Ensemble Soft-Margin Softmax Loss for Image Classification Xiaobo Wang Shifeng Zhang Zhen Lei Si Liu Xiaojie Guo Stan Z. Li 72 38 0 10 May 2018
Image Ordinal Classification and Understanding: Grid Dropout with Masking Label Chao Zhang Ce Zhu Jimin Xiao Xun Xu Yipeng Liu 33 8 0 08 May 2018
Enhancing the Regularization Effect of Weight Pruning in Artificial Neural Networks Brian Bartoldson Adrian Barbu G. Erlebacher 38 5 0 04 May 2018
Incorporating Chinese Radicals Into Neural Machine Translation: Deeper Than Character Level Lifeng Han Shaohui Kuang 55 6 0 03 May 2018
An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking Puyang Xu Qi Hu 91 125 0 03 May 2018
Internal node bagging Shun Yi BDL 29 0 0 01 May 2018
Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images Qian Yu Yinghuan Shi Jinquan Sun Yang Gao Yakang Dai Jianbing Zhu 70 100 0 27 Apr 2018
Spatiotemporal Learning of Dynamic Gestures from 3D Point Cloud Data Joshua Owoyemi K. Hashimoto 3DPC 41 21 0 24 Apr 2018
DeepEmo: Learning and Enriching Pattern-Based Emotion Representations Elvis Saravia Hsien-Chi Toby Liu Yi-Shin Chen 20 1 0 24 Apr 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 240 1,312 0 23 Apr 2018
N-fold Superposition: Improving Neural Networks by Reducing the Noise in Feature Maps Yang Liu Qiang Qu Chao Gao 29 0 0 23 Apr 2018
Word Embedding Perturbation for Sentence Classification Dongxu Zhang Zhichao Yang 59 43 0 22 Apr 2018
Real Time Emulation of Parametric Guitar Tube Amplifier With Long Short Term Memory Neural Network Thomas Schmitz J. Embrechts 29 10 0 19 Apr 2018
Reconstruction of Simulation-Based Physical Field by Reconstruction Neural Network Method Yu Li Hu Wang Kangjia Mo Tao Zeng 3DV AI4CE 82 7 0 19 Apr 2018
Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph Zeyu Dai Ruihong Huang AI4TS 66 60 0 16 Apr 2018
Universal Dependency Parsing for Hindi-English Code-switching Irshad Ahmad Bhat Riyaz Ahmad Bhat Manish Shrivastava D. Sharma 89 63 0 16 Apr 2018
Online Fall Detection using Recurrent Neural Networks M. Musci D. Martini N. Blago T. Facchinetti M. Piastra 46 73 0 13 Apr 2018
Detecting Malicious PowerShell Commands using Deep Neural Networks Danny Hendler Shay Kels Amir Rubin AAML 50 90 0 11 Apr 2018
DLL: A Blazing Fast Deep Neural Network Library Baptiste Wicht J. Hennebert Andreas Fischer AI4CE 31 1 0 11 Apr 2018
Ordinal Pooling Networks: For Preserving Information over Shrinking Feature Maps Ashwani Kumar FAtt 38 8 0 08 Apr 2018
Continuously Constructive Deep Neural Networks Ozan Irsoy Ethem Alpaydin 84 18 0 07 Apr 2018
The Loss Surface of XOR Artificial Neural Networks D. Mehta Xiaojun Zhao Edgar A. Bernal D. Wales 165 19 0 06 Apr 2018
Understanding Actors and Evaluating Personae with Gaussian Embeddings Hannah Kim Denys Katerenchuk Daniel Billet Jun Huan Haesun Park Boyang Albert Li 30 5 0 06 Apr 2018
Chinese-Portuguese Machine Translation: A Study on Building Parallel Corpora from Comparable Texts Siyou Liu Longyue Wang Chao-Hong Liu 24 11 0 05 Apr 2018
Deep Spatiotemporal Models for Robust Proprioceptive Terrain Classification Abhinav Valada Wolfram Burgard 69 62 0 02 Apr 2018
H-CNN: Spatial Hashing Based CNN for 3D Shape Analysis Tianjia Shao Yifan Yang Y. Weng Qiming Hou Kun Zhou 3DV 73 29 0 30 Mar 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 63 60 0 28 Mar 2018
Safe end-to-end imitation learning for model predictive control Keuntaek Lee Kamil Saigol Evangelos A. Theodorou BDL 100 24 0 27 Mar 2018
Iterative Low-Rank Approximation for CNN Compression Maksym Kholiavchenko 29 9 0 23 Mar 2018
DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection Bokai Cao Lei Zheng Chenwei Zhang Philip S. Yu A. Piscitello John Zulueta Olusola Ajilore K. Ryan Alex Leow 68 125 0 23 Mar 2018
Broad Learning for Healthcare Bokai Cao 33 0 0 23 Mar 2018
Exploiting deep residual networks for human action recognition from skeletal data H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 49 49 0 21 Mar 2018