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
Semi-Supervised Sequence Modeling with Cross-View Training Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le SSL 76 334 0 22 Sep 2018
Quantifying total uncertainty in physics-informed neural networks for solving forward and inverse stochastic problems Dongkun Zhang Lu Lu Ling Guo George Karniadakis UQCV 124 414 0 21 Sep 2018
Multimodal Dual Attention Memory for Video Story Question Answering Kyung-Min Kim Seongho Choi Jin-Hwa Kim Byoung-Tak Zhang 72 77 0 21 Sep 2018
CollaboNet: collaboration of deep neural networks for biomedical named entity recognition Wonjin Yoon Chan Ho So Jinhyuk Lee Jaewoo Kang 82 137 0 21 Sep 2018
Building Context-aware Clause Representations for Situation Entity Type Classification Zeyu Dai Ruihong Huang 48 8 0 20 Sep 2018
Pose Estimation for Non-Cooperative Spacecraft Rendezvous Using Convolutional Neural Networks Sumant Sharma C. Beierle Simone DÁmico 53 151 0 19 Sep 2018
Capacity Control of ReLU Neural Networks by Basis-path Norm Shuxin Zheng Qi Meng Huishuai Zhang Wei-neng Chen Nenghai Yu Tie-Yan Liu 67 23 0 19 Sep 2018
Object-sensitive Deep Reinforcement Learning Yuezhang Li Katia Sycara R. Iyer 88 66 0 17 Sep 2018
Transparency and Explanation in Deep Reinforcement Learning Neural Networks R. Iyer Yuezhang Li Huao Li M. Lewis R. Sundar Katia Sycara 56 175 0 17 Sep 2018
Defensive Dropout for Hardening Deep Neural Networks under Adversarial Attacks Siyue Wang Tianlin Li Pu Zhao Wujie Wen David Kaeli S. Chin Xinyu Lin AAML 76 70 0 13 Sep 2018
Multilingual Extractive Reading Comprehension by Runtime Machine Translation Akari Asai Akiko Eriguchi Kazuma Hashimoto Yoshimasa Tsuruoka 69 61 0 10 Sep 2018
Two Dimensional Stochastic Configuration Networks for Image Data Analytics Ming Li Dianhui Wang 21 2 0 06 Sep 2018
Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction Kazuma Hashimoto Yoshimasa Tsuruoka 61 7 0 05 Sep 2018
Bangla License Plate Recognition Using Convolutional Neural Networks (CNN) Shaifur Rahman Mst Shamima Nasrin M. Mostakim Md. Zahangir Alom 40 14 0 04 Sep 2018
Single-Microphone Speech Enhancement and Separation Using Deep Learning Morten Kolbaek 58 7 0 31 Aug 2018
Dropout with Tabu Strategy for Regularizing Deep Neural Networks Zongjie Ma A. Sattar Jun Zhou Qingliang Chen Kaile Su 50 6 0 29 Aug 2018
Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks Martin Schmitt Simon Steinheber Konrad Schreiber Benjamin Roth 77 106 0 28 Aug 2018
From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information Hengru Xu Shen Li Renfen Hu Si Li Sheng Gao 54 6 0 24 Aug 2018
Neural Named Entity Recognition from Subword Units Abdalghani Abujabal Judith Gaspers 52 6 0 22 Aug 2018
Adversarial Removal of Demographic Attributes from Text Data Yanai Elazar Yoav Goldberg FaML 117 309 0 20 Aug 2018
Universal Image Manipulation Detection using Deep Siamese Convolutional Neural Network A. Mazumdar Jaya Singh Yosha Singh Tomar P. Bora 51 19 0 20 Aug 2018
Dropout is a special case of the stochastic delta rule: faster and more accurate deep learning Noah Frazier-Logue S. Hanson 60 10 0 10 Aug 2018
CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble(GAN-CIRCLE) Chenyu You Guang Li Yi Zhang Xiaoliu Zhang Hongming Shan ... Zhuiyang Zhang W. Cong Michael W. Vannier P. Saha Ge Wang MedIm GAN SupR 90 409 0 10 Aug 2018
A Multi-task Ensemble Framework for Emotion, Sentiment and Intensity Prediction Md. Shad Akhtar Deepanway Ghosal Asif Ekbal P. Bhattacharyya Sadao Kurohashi 74 26 0 03 Aug 2018
On the achievability of blind source separation for high-dimensional nonlinear source mixtures Takuya Isomura Taro Toyoizumi 83 12 0 02 Aug 2018
Dropout-GAN: Learning from a Dynamic Ensemble of Discriminators Gonçalo Mordido Haojin Yang Christoph Meinel SyDa 98 49 0 30 Jul 2018
Leveraging Medical Sentiment to Understand Patients Health on Social Media S. Yadav Joy Prakash Sain A. Sheth Asif Ekbal S. Saha P. Bhattacharyya AI4MH 15 2 0 30 Jul 2018
Improving Deep Models of Person Re-identification for Cross-Dataset Usage S. Rodionov A. Potapov Hugo Latapie Enzo Fenoglio M. Peterson 18 1 0 23 Jul 2018
Deep Learning Parametrization for B-Spline Curve Approximation P. Laube M. Franz G. Umlauf 36 23 0 22 Jul 2018
Deriving star cluster parameters with convolutional neural networks. I. Age, mass, and size J. Bialopetravivcius D. Narbutis V. Vansevivcius 29 9 0 19 Jul 2018
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 39 17 0 18 Jul 2018
Uncertainty and Interpretability in Convolutional Neural Networks for Semantic Segmentation of Colorectal Polyps Kristoffer Wickstrøm Michael C. Kampffmeyer Robert Jenssen UQCV 87 77 0 16 Jul 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 202 4,031 0 15 Jul 2018
Near Real-time Hippocampus Segmentation Using Patch-based Canonical Neural Network Zhongliu Xie D. Gillies 22 10 0 15 Jul 2018
Low-Resource Text Classification using Domain-Adversarial Learning Daniel Grießhaber Ngoc Thang Vu J. Maucher VLM 68 23 0 13 Jul 2018
Improving Deep Learning through Automatic Programming T. Dang-Ha 8 0 0 08 Jul 2018
BayesGrad: Explaining Predictions of Graph Convolutional Networks Hirotaka Akita Kosuke Nakago Tomoki Komatsu Yohei Sugawara S. Maeda Yukino Baba H. Kashima FAtt OOD BDL 48 8 0 04 Jul 2018
A Convolutional Neural Network for Aspect Sentiment Classification Yongping Xing Chuangbai Xiao Yifei Wu Ziming Ding 30 2 0 04 Jul 2018
Neural Machine Translation with Key-Value Memory-Augmented Attention Fandong Meng Zhaopeng Tu Yong Cheng Haiyang Wu Junjie Zhai Yuekui Yang Di Wang 95 20 0 29 Jun 2018
Dropout-based Active Learning for Regression Evgenii Tsymbalov Maxim Panov Alexander Shapeev BDL UQCV 69 56 0 26 Jun 2018
Understanding Dropout as an Optimization Trick Sangchul Hahn Heeyoul Choi ODL 49 34 0 26 Jun 2018
A Unified Model with Structured Output for Fashion Images Classification Beatriz Quintino Ferreira Luís Baía João Faria R. Sousa 53 17 0 25 Jun 2018
Como funciona o Deep Learning M. Ponti G. B. P. D. Costa 44 14 0 20 Jun 2018
Faster SGD training by minibatch persistency M. Fischetti Iacopo Mandatelli Domenico Salvagnin 49 5 0 19 Jun 2018
Detecting Dead Weights and Units in Neural Networks Utku Evci CVBM 68 8 0 15 Jun 2018
Translations as Additional Contexts for Sentence Classification Reinald Kim Amplayo Kyungjae Lee Jinyeong Yeo Seung-won Hwang 80 17 0 14 Jun 2018
Cold-Start Aware User and Product Attention for Sentiment Classification Reinald Kim Amplayo Jihyeok Kim Sua Sung Seung-won Hwang 38 36 0 14 Jun 2018
Entity Commonsense Representation for Neural Abstractive Summarization Reinald Kim Amplayo Seonjae Lim Seung-won Hwang 65 36 0 14 Jun 2018
Manifold Mixup: Better Representations by Interpolating Hidden States Vikas Verma Alex Lamb Christopher Beckham Amir Najafi Ioannis Mitliagkas Aaron Courville David Lopez-Paz Yoshua Bengio AAML DRL 111 35 0 13 Jun 2018
Capsule Routing for Sound Event Detection Turab Iqbal Yong-mei Xu Qiuqiang Kong Wenwu Wang 58 32 0 12 Jun 2018