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
End-to-End Multi-View Networks for Text Classification Hongyu Guo Colin Cherry Jiang Su 3DV 42 11 0 19 Apr 2017
User-transparent Distributed TensorFlow Abhinav Vishnu Joseph Manzano Charles Siegel J. Daily 42 5 0 15 Apr 2017
How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse? G. Heigold G. Neumann Josef van Genabith 90 62 0 14 Apr 2017
Simplified Stochastic Feedforward Neural Networks Kimin Lee Jaehyung Kim S. Chong Jinwoo Shin 43 3 0 11 Apr 2017
Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question Answering V. Kazemi Ali Elqursh OOD 89 185 0 11 Apr 2017
Jet Constituents for Deep Neural Network Based Top Quark Tagging Jannicke Pearkes W. Fedorko A. Lister C. Gay BDL 88 89 0 07 Apr 2017
Feature Squeezing: Detecting Adversarial Examples in Deep Neural Networks Weilin Xu David Evans Yanjun Qi AAML 106 1,285 0 04 Apr 2017
DyVEDeep: Dynamic Variable Effort Deep Neural Networks Sanjay Ganapathy Swagath Venkataramani Balaraman Ravindran A. Raghunathan 51 8 0 04 Apr 2017
Optic Disc and Cup Segmentation Methods for Glaucoma Detection with Modification of U-Net Convolutional Neural Network Artem Sevastopolsky 57 381 0 04 Apr 2017
Intraoperative margin assessment of human breast tissue in optical coherence tomography images using deep neural networks Amal Rannen Triki Matthew B. Blaschko Y. Jung Seungri Song Hyunju Han Seung Il Kim C. Joo 23 17 0 31 Mar 2017
Joining Hands: Exploiting Monolingual Treebanks for Parsing of Code-mixing Data Irshad Ahmad Bhat Riyaz Ahmad Bhat Manish Shrivastava D. Sharma 80 31 0 31 Mar 2017
Unifying the Stochastic Spectral Descent for Restricted Boltzmann Machines with Bernoulli or Gaussian Inputs Kai Fan 27 1 0 28 Mar 2017
Mixture of Counting CNNs: Adaptive Integration of CNNs Specialized to Specific Appearance for Crowd Counting Shohei Kumagai Kazuhiro Hotta Takio Kurita 76 73 0 28 Mar 2017
Comparing Rule-Based and Deep Learning Models for Patient Phenotyping Sebastian Gehrmann Franck Dernoncourt Yeran Li Eric T. Carlson Joy T. Wu ... J. Foote E. Moseley David W. Grant P. Tyler Leo Anthony Celi 81 41 0 25 Mar 2017
Medical Image Retrieval using Deep Convolutional Neural Network A. Qayyum Syed Muhammad Anwar Muhammad Awais Muhammad Majid MedIm 59 371 0 24 Mar 2017
On the Robustness of Convolutional Neural Networks to Internal Architecture and Weight Perturbations N. Cheney Martin Schrimpf Gabriel Kreiman OOD 80 45 0 23 Mar 2017
Topic Identification for Speech without ASR Chunxi Liu J. Trmal Sanjeev Khudanpur Craig Harman Sanjeev Khudanpur BDL 68 20 0 22 Mar 2017
SORT: Second-Order Response Transform for Visual Recognition Yan Wang Lingxi Xie Chenxi Liu Ya Zhang Wenjun Zhang Alan Yuille 71 53 0 20 Mar 2017
Multilevel Context Representation for Improving Object Recognition Andreas Kölsch Muhammad Zeshan Afzal Marcus Liwicki 50 3 0 19 Mar 2017
Curriculum Dropout Pietro Morerio Jacopo Cavazza Riccardo Volpi René Vidal Vittorio Murino ODL 146 107 0 18 Mar 2017
DropRegion Training of Inception Font Network for High-Performance Chinese Font Recognition Shuangping Huangm Zhuoyao Zhong Lianwen Jin Shuye Zhang Haobin Wang 56 18 0 17 Mar 2017
A Study of Complex Deep Learning Networks on High Performance, Neuromorphic, and Quantum Computers T. Potok Catherine D. Schuman Steven R. Young Robert M. Patton F. Spedalieri Jeremy Liu Ke-Thia Yao Garrett S. Rose Gangotree Chakma 66 82 0 15 Mar 2017
Dropout Inference in Bayesian Neural Networks with Alpha-divergences Yingzhen Li Y. Gal UQCV BDL 147 197 0 08 Mar 2017
Deep Bayesian Active Learning with Image Data Y. Gal Riashat Islam Zoubin Ghahramani BDL UQCV 95 1,741 0 08 Mar 2017
Applying Deep Machine Learning for psycho-demographic profiling of Internet users using O.C.E.A.N. model of personality I. Omelianenko 23 0 0 07 Mar 2017
Genetic CNN Lingxi Xie Alan Yuille 3DV 149 847 0 04 Mar 2017
Deep Collaborative Learning for Visual Recognition Yan Wang Lingxi Xie Ya Zhang Wenjun Zhang Alan Yuille 52 4 0 03 Mar 2017
Opening the Black Box of Deep Neural Networks via Information Ravid Shwartz-Ziv Naftali Tishby AI4CE 165 1,420 0 02 Mar 2017
Learning Discrete Representations via Information Maximizing Self-Augmented Training Weihua Hu Takeru Miyato Seiya Tokui Eiichi Matsumoto Masashi Sugiyama 128 454 0 28 Feb 2017
On the Origin of Deep Learning Haohan Wang Bhiksha Raj MedIm 3DV VLM 145 225 0 24 Feb 2017
Use Generalized Representations, But Do Not Forget Surface Features N. Moosavi Michael Strube NAI 39 4 0 24 Feb 2017
Neural Decision Trees Randall Balestriero 112 48 0 23 Feb 2017
Robustness to Adversarial Examples through an Ensemble of Specialists Mahdieh Abbasi Christian Gagné AAML 117 109 0 22 Feb 2017
The Power of Sparsity in Convolutional Neural Networks Soravit Changpinyo Mark Sandler A. Zhmoginov 89 133 0 21 Feb 2017
Predicting Audience's Laughter Using Convolutional Neural Network Lei Chen Chong Min Lee HAI 52 27 0 08 Feb 2017
Neural Machine Translation with Source-Side Latent Graph Parsing Kazuma Hashimoto Yoshimasa Tsuruoka BDL 110 48 0 08 Feb 2017
Search Intelligence: Deep Learning For Dominant Category Prediction Z. Malik Mo Kobrosli Peter Maas 44 0 0 06 Feb 2017
Opinion Recommendation using Neural Memory Model Zhongqing Wang Yue Zhang VLM HAI MU 82 12 0 06 Feb 2017
Deep Learning with Low Precision by Half-wave Gaussian Quantization Zhaowei Cai Xiaodong He Jian Sun Nuno Vasconcelos MQ 144 507 0 03 Feb 2017
A Fast and Compact Saliency Score Regression Network Based on Fully Convolutional Network Xuanyang Xi Yongkang Luo Fengfu Li Peng Wang Hong Qiao 71 6 0 02 Feb 2017
Deep Learning the Indus Script S. Palaniappan Ronojoy Adhikari AI4CE 39 11 0 02 Feb 2017
Predicting Auction Price of Vehicle License Plate with Deep Recurrent Neural Network Vinci Chow 141 21 0 30 Jan 2017
Supervised Deep Sparse Coding Networks Xiaoxia Sun Nasser M. Nasrabadi T. Tran BDL 94 15 0 29 Jan 2017
Treelogy: A Novel Tree Classifier Utilizing Deep and Hand-crafted Representations Ilke Çugu Eren Sener Çagri Erciyes Burak Balci Emre Akin Itir Önal A. Akyüz 38 15 0 28 Jan 2017
Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro Zhedong Zheng Liang Zheng Yi Yang GAN 108 1,889 0 26 Jan 2017
Deep Network Guided Proof Search Sarah M. Loos G. Irving Christian Szegedy C. Kaliszyk AIMat 84 159 0 24 Jan 2017
A Multichannel Convolutional Neural Network For Cross-language Dialog State Tracking Hongjie Shi Takashi Ushio M. Endo K. Yamagami Noriaki Horii 87 33 0 23 Jan 2017
Variational Dropout Sparsifies Deep Neural Networks Dmitry Molchanov Arsenii Ashukha Dmitry Vetrov BDL 199 831 0 19 Jan 2017
A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue Mihail Eric Christopher D. Manning BDL 141 155 0 15 Jan 2017
Scalable and Incremental Learning of Gaussian Mixture Models R. Pinto P. Engel 60 10 0 14 Jan 2017