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 / 461 papers shown

Title
Entity Commonsense Representation for Neural Abstractive Summarization Reinald Kim Amplayo Seonjae Lim Seung-won Hwang 17 36 0 14 Jun 2018
An optimized system to solve text-based CAPTCHA Ye Wang Mi Lu 15 15 0 11 Jun 2018
Learning to rank for censored survival data Margaux Luck Tristan Sylvain Joseph Paul Cohen H. Cardinal Andrea Lodi Yoshua Bengio CML 31 5 0 06 Jun 2018
Excitation Dropout: Encouraging Plasticity in Deep Neural Networks Andrea Zunino Sarah Adel Bargal Pietro Morerio Jianming Zhang Stan Sclaroff Vittorio Murino 19 23 0 23 May 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 128 1,279 0 23 Apr 2018
Reconstruction of Simulation-Based Physical Field by Reconstruction Neural Network Method Yu Li Hu Wang Kangjia Mo Tao Zeng 3DV AI4CE 22 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 17 60 0 16 Apr 2018
The Loss Surface of XOR Artificial Neural Networks D. Mehta Xiaojun Zhao Edgar A. Bernal D. Wales 24 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 13 4 0 06 Apr 2018
Deep Spatiotemporal Models for Robust Proprioceptive Terrain Classification Abhinav Valada Wolfram Burgard 13 61 0 02 Apr 2018
H-CNN: Spatial Hashing Based CNN for 3D Shape Analysis Tianjia Shao Y. Yang Y. Weng Qiming Hou Kun Zhou 3DV 21 29 0 30 Mar 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 26 60 0 28 Mar 2018
Safe end-to-end imitation learning for model predictive control Keuntaek Lee Kamil Saigol Evangelos A. Theodorou BDL 11 24 0 27 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 13 124 0 23 Mar 2018
Efficient Hardware Realization of Convolutional Neural Networks using Intra-Kernel Regular Pruning Maurice Yang Mahmoud Faraj Assem Hussein V. Gaudet CVBM 14 12 0 15 Mar 2018
Exponential Discriminative Metric Embedding in Deep Learning Bowen Wu Zhangling Chen J. Wang Hua-Ming Wu 25 10 0 07 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 26 873 0 03 Mar 2018
Avoiding overfitting of multilayer perceptrons by training derivatives V. Avrutskiy 15 4 0 28 Feb 2018
Neural Aesthetic Image Reviewer Wenshan Wang Su Yang Weishan Zhang Jiulong Zhang 14 38 0 28 Feb 2018
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics using CNNs Andres Milioto C. Stachniss SSeg 37 86 0 25 Feb 2018
Deep Defense: Training DNNs with Improved Adversarial Robustness Ziang Yan Yiwen Guo Changshui Zhang AAML 33 109 0 23 Feb 2018
Bayesian Incremental Learning for Deep Neural Networks Max Kochurov T. Garipov D. Podoprikhin Dmitry Molchanov Arsenii Ashukha Dmitry Vetrov OOD CLL BDL 10 22 0 20 Feb 2018
Event Nugget Detection with Forward-Backward Recurrent Neural Networks Reza Ghaeini Xiaoli Z. Fern Liang Huang Prasad Tadepalli 35 60 0 15 Feb 2018
Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions Nicolas Vasilache O. Zinenko Theodoros Theodoridis Priya Goyal Zach DeVito William S. Moses Sven Verdoolaege Andrew Adams Albert Cohen 26 432 0 13 Feb 2018
$$\mathcal{G}$-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space$ $\mathcal{G}$ -SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space Qi Meng Shuxin Zheng Huishuai Zhang Wei-Neng Chen Zhi-Ming Ma Tie-Yan Liu 29 38 0 11 Feb 2018
Deep Learning of Nonnegativity-Constrained Autoencoders for Enhanced Understanding of Data B. Ayinde J. Zurada 15 55 0 31 Jan 2018
DeepPap: Deep Convolutional Networks for Cervical Cell Classification Ling Zhang Le Lu Isabella Nogues Ronald M. Summers Shaoxiong Liu Jianhua Yao 22 383 0 25 Jan 2018
Data Augmentation by Pairing Samples for Images Classification H. Inoue 14 420 0 09 Jan 2018
Implementation of Deep Convolutional Neural Network in Multi-class Categorical Image Classification P. Murugan 22 18 0 03 Jan 2018
An Attentive Sequence Model for Adverse Drug Event Extraction from Biomedical Text Suriyadeepan Ramamoorthy Selvakumar Murugan 16 22 0 02 Jan 2018
Neural network augmented inverse problems for PDEs Jens Berg K. Nystrom 14 41 0 27 Dec 2017
Regularization and Optimization strategies in Deep Convolutional Neural Network P. Murugan S. Durairaj 29 47 0 13 Dec 2017
Learning to Remember Translation History with a Continuous Cache Zhaopeng Tu Yang Liu Shuming Shi Tong Zhang CLL 22 179 0 26 Nov 2017
Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples Kimin Lee Honglak Lee Kibok Lee Jinwoo Shin OODD 21 870 0 26 Nov 2017
Locally Smoothed Neural Networks Liang Pang Yanyan Lan Jun Xu J. Guo Xueqi Cheng 33 5 0 22 Nov 2017
Dropping Activation Outputs with Localized First-layer Deep Network for Enhancing User Privacy and Data Security Hao Dong Chao Wu Zhen Wei Yike Guo 30 30 0 20 Nov 2017
Multi-Mention Learning for Reading Comprehension with Neural Cascades Swabha Swayamdipta Ankur P. Parikh Tom Kwiatkowski RALM 19 32 0 02 Nov 2017
Smooth Neighbors on Teacher Graphs for Semi-supervised Learning Yucen Luo Jun Zhu Mengxi Li Yong Ren Bo Zhang 19 242 0 01 Nov 2017
Clothing Retrieval with Visual Attention Model Zhonghao Wang Yujun Gu Ya-Qin Zhang Jun Zhou Xiao Gu 3DH 14 51 0 31 Oct 2017
Knowledge Projection for Deep Neural Networks Zhi Zhang G. Ning Zhihai He 30 15 0 26 Oct 2017
Pyramidal RoR for Image Classification Ke Zhang Liru Guo Ce Gao Zhenbing Zhao 30 20 0 01 Oct 2017
Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning Georgios Detorakis Sadique Sheik C. Augustine Somnath Paul Bruno U. Pedroni N. Dutt J. Krichmar Gert Cauwenberghs Emre Neftci 29 29 0 29 Sep 2017
Neural networks for topology optimization Ivan Sosnovik Ivan V. Oseledets 17 253 0 27 Sep 2017
Reducing Complexity of HEVC: A Deep Learning Approach Mai Xu Tianyi Li Zulin Wang Xin Deng Ren Yang Zhenyu Guan 18 276 0 19 Sep 2017
Fast Landmark Localization with 3D Component Reconstruction and CNN for Cross-Pose Recognition G. Hsu H. Shie Jui-Shan Chan Cheng-Hua Hsieh CVBM 33 20 0 31 Aug 2017
Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM Mohamed I. Eldesouki Younes Samih Ahmed Abdelali Mohammed Attia Hamdy Mubarak Kareem Darwish Laura Kallmeyer 8 15 0 19 Aug 2017
Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation Binghui Chen Weihong Deng Junping Du 23 125 0 12 Aug 2017
Speaker Diarization using Deep Recurrent Convolutional Neural Networks for Speaker Embeddings Pawel Cyrta Tomasz Trzciñski Wojciech Stokowiec 12 33 0 09 Aug 2017
Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network Akm Ashiquzzaman A. Tushar Md. Rashedul Islam Jong-Myon Kim BDL 14 87 0 26 Jul 2017
Be Careful What You Backpropagate: A Case For Linear Output Activations & Gradient Boosting Anders Øland Aayush Bansal Roger B. Dannenberg Bhiksha Raj 21 14 0 13 Jul 2017