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
An Improved Deep Belief Network Model for Road Safety Analyses Guangyuan Pan L. Fu Lalita Thakali Matthew Muresan Ming Yu 14 4 0 17 Dec 2018
A Tutorial on Deep Latent Variable Models of Natural Language Yoon Kim Sam Wiseman Alexander M. Rush BDL VLM 121 42 0 17 Dec 2018
Dynamic Graph Modules for Modeling Object-Object Interactions in Activity Recognition Hao Huang Luowei Zhou Wei Zhang Jason J. Corso Chenliang Xu 59 3 0 13 Dec 2018
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 201 3,299 0 10 Dec 2018
Guided Dropout Rohit Keshari Richa Singh Mayank Vatsa BDL 129 37 0 10 Dec 2018
Fast and Accurate Person Re-Identification with RMNet Evgeny Izutov 3DH 87 6 0 06 Dec 2018
Stochastic Model Pruning via Weight Dropping Away and Back Haipeng Jia Xueshuang Xiang Da Fan Meiyu Huang Changhao Sun Yang He 36 2 0 05 Dec 2018
Prototype-based Neural Network Layers: Incorporating Vector Quantization S. Saralajew Lars Holdijk Maike Rees T. Villmann MQ 61 15 0 04 Dec 2018
Pre-Defined Sparse Neural Networks with Hardware Acceleration Sourya Dey Kuan-Wen Huang Peter A. Beerel K. Chugg 109 25 0 04 Dec 2018
Accelerate CNN via Recursive Bayesian Pruning Yuefu Zhou Ya Zhang Yanfeng Wang Qi Tian BDL 70 58 0 02 Dec 2018
A Deep Latent-Variable Model Application to Select Treatment Intensity in Survival Analysis Cédric Beaulac Jeffrey S. Rosenthal D. Hodgson BDL DRL CML 31 2 0 29 Nov 2018
Lagged correlation-based deep learning for directional trend change prediction in financial time series Ben Moews J. Herrmann Seda F. Gürses AIFin 71 97 0 27 Nov 2018
Deep Bayesian Self-Training Fabio De Sousa Ribeiro Francesco Calivá M. Swainson Kjartan Gudmundsson Georgios Leontidis Stefanos D. Kollias UQCV 40 1 0 26 Nov 2018
Deep RNN Framework for Visual Sequential Applications Bo Pang Kaiwen Zha Hanwen Cao Chen Shi Cewu Lu ViT HAI 128 49 0 25 Nov 2018
Data Augmentation using Random Image Cropping and Patching for Deep CNNs Ryo Takahashi Takashi Matsubara K. Uehara 102 331 0 22 Nov 2018
Learning cross-lingual phonological and orthagraphic adaptations: a case study in improving neural machine translation between low-resource languages Saurav Jha A. Sudhakar Anil Kumar Singh 43 4 0 21 Nov 2018
Structured Pruning for Efficient ConvNets via Incremental Regularization Huan Wang Qiming Zhang Yuehai Wang Haoji Hu 3DPC 105 45 0 20 Nov 2018
Variational Bayesian Dropout with a Hierarchical Prior Yuhang Liu Wenyong Dong Lei Zhang Dong Gong Javen Qinfeng Shi BDL 52 18 0 19 Nov 2018
Skeleton-based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module Chenyang Li Xin Zhang Lufan Liao Lianwen Jin Weixin Yang SLR 80 43 0 17 Nov 2018
Evaluating Uncertainty Quantification in End-to-End Autonomous Driving Control Rhiannon Michelmore Marta Kwiatkowska Y. Gal UQCV 79 103 0 16 Nov 2018
Enhancing Operation of a Sewage Pumping Station for Inter Catchment Wastewater Transfer by Using Deep Learning and Hydraulic Model Duo Zhang Erlend Skullestad Holland G. Lindholm H. Ratnaweera 21 5 0 09 Nov 2018
Large-Scale Visual Active Learning with Deep Probabilistic Ensembles Kashyap Chitta J. Álvarez Adam Lesnikowski BDL UQCV 128 35 0 08 Nov 2018
Bayesian Deep Learning for Exoplanet Atmospheric Retrieval Frank Soboczenski Michael D. Himes Molly D. O'Beirne Simone Zorzan A. G. Baydin ... Stefanie Rinderle-Ma Daniel Angerhausen Massimo Mascaro Giada N. Arney S. Domagal‐Goldman BDL 71 14 0 08 Nov 2018
Deep Probabilistic Ensembles: Approximate Variational Inference through KL Regularization Matthew Maciejewski J. Álvarez Adam Lesnikowski BDL UQCV 55 3 0 06 Nov 2018
A Batched Scalable Multi-Objective Bayesian Optimization Algorithm Xi Lin Hui-Ling Zhen Zhenhua Li Qingfu Zhang Sam Kwong 51 11 0 04 Nov 2018
Analysing Dropout and Compounding Errors in Neural Language Models James OÑeill Danushka Bollegala 30 1 0 02 Nov 2018
Single-Model Uncertainties for Deep Learning Natasa Tagasovska David Lopez-Paz UQCV BDL 337 25 0 02 Nov 2018
Improving the Robustness of Speech Translation Xiang-Yang Li Haiyang Xue Wei Chen Yang Liu Yang Feng Qun Liu 33 17 0 02 Nov 2018
Towards Linear Time Neural Machine Translation with Capsule Networks Mingxuan Wang Jun Xie Zhixing Tan Jinsong Su Deyi Xiong Lei Li AIMat 103 27 0 01 Nov 2018
Effective Feature Representation for Clinical Text Concept Extraction Yifeng Tao B. Godefroy Guillaume Genthial Christopher Potts 69 8 0 31 Oct 2018
SplineNets: Continuous Neural Decision Graphs Cem Keskin Shahram Izadi 49 11 0 31 Oct 2018
DeepGRU: Deep Gesture Recognition Utility M. Maghoumi J. Laviola SLR HAI 397 77 0 30 Oct 2018
Marginal Replay vs Conditional Replay for Continual Learning Timothée Lesort A. Gepperth Andrei Stoian David Filliat BDL 100 35 0 29 Oct 2018
DeepSymmetry : Using 3D convolutional networks for identification of tandem repeats and internal symmetries in protein structures Guillaume Pagès Sergei Grudinin 104 8 0 29 Oct 2018
Learning Negotiating Behavior Between Cars in Intersections using Deep Q-Learning Tommy Tram A. Jansson Robin Grönberg Mohammad Ali J. Sjöberg 61 51 0 24 Oct 2018
Compositional Coding Capsule Network with K-Means Routing for Text Classification Hao Ren Hong-wei Lu 104 53 0 22 Oct 2018
CNNPred: CNN-based stock market prediction using several data sources Ehsan Hoseinzade Saman Haratizadeh AIFin 31 29 0 21 Oct 2018
Automated identification of hookahs (waterpipes) on Instagram: an application in feature extraction using Convolutional Neural Network and Support Vector Machine classification Youshan Zhang Jon-Patrick Allem J. Unger T. Cruz 58 30 0 21 Oct 2018
Adversarial TableQA: Attention Supervision for Question Answering on Tables Minseok Cho Reinald Kim Amplayo Seung-won Hwang Jonghyuck Park LMTD OOD 67 22 0 18 Oct 2018
An ETF view of Dropout regularization Dor Bank Raja Giryes 104 4 0 14 Oct 2018
Physics-Driven Regularization of Deep Neural Networks for Enhanced Engineering Design and Analysis M. A. Nabian Hadi Meidani PINN AI4CE 75 58 0 11 Oct 2018
Listening for Sirens: Locating and Classifying Acoustic Alarms in City Scenes Letizia Marchegiani Paul Newman 57 37 0 11 Oct 2018
Dropout as a Structured Shrinkage Prior Eric T. Nalisnick José Miguel Hernández-Lobato Padhraic Smyth BDL UQCV 33 1 0 09 Oct 2018
Convolutional Neural Networks In Convolution X. Huang 24 3 0 09 Oct 2018
End-to-End Text Classification via Image-based Embedding using Character-level Networks Shunsuke Kitada Ryunosuke Kotani Hitoshi Iyatomi 45 4 0 08 Oct 2018
Multi-scale Convolution Aggregation and Stochastic Feature Reuse for DenseNets Mingjie Wang Jun Zhou Wendong Mao Minglun Gong 36 9 0 02 Oct 2018
Reconciling Feature-Reuse and Overfitting in DenseNet with Specialized Dropout Kun Wan Boyuan Feng Lingwei Xie Yufei Ding 58 11 0 28 Sep 2018
Incorporating Luminance, Depth and Color Information by a Fusion-based Network for Semantic Segmentation Shang-Wei Hung Shao-Yuan Lo Hsueh-Ming Hang 31 0 0 24 Sep 2018
A Byte-sized Approach to Named Entity Recognition Emily Sheng Premkumar Natarajan 27 0 0 22 Sep 2018
Galaxy morphology prediction using capsule networks R. Katebi Yadi Zhou R. Chornock Razvan Bunescu MedIm 3DPC 28 17 0 22 Sep 2018