The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image Classification

5 April 2017

Papers citing "The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image Classification"

24 / 74 papers shown

Title
Classifying the reported ability in clinical mobility descriptions Denis R. Newman-Griffis Ayah Zirikly Guy Divita Bart Desmet 16 10 0 07 Jun 2019
Fast Online "Next Best Offers" using Deep Learning Rekha Singhal Gautam M. Shroff Mukund Kumar Sharod Roy Choudhury Sanket Kadarkar Rupinder Virk Siddharth Verma Vartika Tewari 11 10 0 31 May 2019
Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction Shaeke Salman S. N. Payrovnaziri Xiuwen Liu Pablo Rengifo-Moreno Zhe He 19 0 0 14 May 2019
Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey A. Yazdizadeh Zachary Patterson Bilal Farooq AI4TS 13 47 0 18 Apr 2019
An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning Yaoyao Liu Bernt Schiele Qianru Sun BDL 33 128 0 17 Apr 2019
Deep Neural Network Ensembles S. Tao OOD FaML UQCV 19 37 0 11 Apr 2019
Intra-Ensemble in Neural Networks Yuan Gao Zixiang Cai Chen Sun FedML UQCV 19 5 0 09 Apr 2019
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation Hao Zheng Yizhe Zhang Lin Yang Peixian Liang Zhuo Zhao Chaoli Wang Danny Chen 3DV 31 75 0 10 Dec 2018
ResNets Ensemble via the Feynman-Kac Formalism to Improve Natural and Robust Accuracies Bao Wang Binjie Yuan Zuoqiang Shi Stanley J. Osher AAML OOD 8 15 0 26 Nov 2018
CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge Rémi Delassus R. Giot 3DGS 6 13 0 28 Sep 2018
MotherNets: Rapid Deep Ensemble Learning Abdul Wasay Brian Hentschel Yuze Liao Sanyuan Chen Stratos Idreos 8 35 0 12 Sep 2018
Deep neural network ensemble by data augmentation and bagging for skin lesion classification M. Goyal Jagath Rajapakse 13 7 0 15 Jul 2018
Detecting and interpreting myocardial infarction using fully convolutional neural networks Nils Strodthoff C. Strodthoff 43 150 0 18 Jun 2018
Semisupervised Learning on Heterogeneous Graphs and its Applications to Facebook News Feed Cheng Ju James Li Bram Wasti Shengbo Guo GNN 14 1 0 18 May 2018
Virtual CNN Branching: Efficient Feature Ensemble for Person Re-Identification Albert Gong Qiang Qiu Guillermo Sapiro 3DPC 24 3 0 15 Mar 2018
Learning Sparse Structured Ensembles with SG-MCMC and Network Pruning Yichi Zhang Zhijian Ou 22 0 0 01 Mar 2018
Checkpoint Ensembles: Ensemble Methods from a Single Training Process Hugh Chen Scott M. Lundberg Su-In Lee UQCV 15 61 0 09 Oct 2017
On Adaptive Propensity Score Truncation in Causal Inference Cheng Ju Joshua Schwab M. J. van der Laan 16 35 0 18 Jul 2017
Collaborative-controlled LASSO for Constructing Propensity Score-based Estimators in High-Dimensional Data Cheng Ju R. Wyss J. Franklin Sebastian Schneeweiss J. Häggström M. J. van der Laan 19 42 0 30 Jun 2017
Simplified End-to-End MMI Training and Voting for ASR L. Fritz D. Burshtein 25 3 0 30 Mar 2017
Propensity score prediction for electronic healthcare databases using Super Learner and High-dimensional Propensity Score Methods Cheng Ju Mary A Combs S. Lendle J. Franklin R. Wyss Sebastian Schneeweiss M. J. van der Laan 18 52 0 07 Mar 2017
Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs A. A. Novikov Dimitrios Lenis David Major J. Hladůvka M. Wimmer Katja Bühler SSeg 24 218 0 30 Jan 2017
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 183 1,185 0 30 Nov 2014