Multimodal deep networks for text and image-based document classification

15 July 2019

Nicolas Audebert

Papers citing "Multimodal deep networks for text and image-based document classification"

20 / 20 papers shown

Title
Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package Ajay Patel Alexander Sands Chris Callison-Burch Marianna Apidianaki 27 34 0 26 Oct 2018
dhSegment: A generic deep-learning approach for document segmentation S. Oliveira Benoit Seguin F. Kaplan SSeg 49 172 0 27 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 139 11,520 0 15 Feb 2018
Document Image Classification with Intra-Domain Transfer Learning and Stacked Generalization of Deep Convolutional Neural Networks Arindam Das Saikat Roy Ujjwal Bhattacharya Swapan Kumar Parui 46 74 0 29 Jan 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 165 19,124 0 13 Jan 2018
Analysis of Convolutional Neural Networks for Document Image Classification Chris Tensmeyer Tony R. Martinez 45 52 0 10 Aug 2017
Mimicking Word Embeddings using Subword RNNs Yuval Pinter Robert Guthrie Jacob Eisenstein 52 159 0 21 Jul 2017
Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network Xiao Yang Ersin Yumer P. Asente Mike Kraley Daniel Kifer C. Lee Giles 56 230 0 07 Jun 2017
Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification Muhammad Zeshan Afzal Andreas Kölsch Sheraz Ahmed Marcus Liwicki 40 81 0 11 Apr 2017
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 953 14,493 0 07 Oct 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 200 9,944 0 15 Jul 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 109 4,596 0 06 Jul 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
Multimodal Deep Learning for Robust RGB-D Object Recognition Andreas Eitel Jost Tobias Springenberg Luciano Spinello Martin Riedmiller Wolfram Burgard 63 646 0 24 Jul 2015
Evaluation of Deep Convolutional Nets for Document Image Classification and Retrieval Adam W. Harley Alex Ufkes Konstantinos G. Derpanis 80 393 0 25 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 219 18,534 0 06 Feb 2015
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 569 13,395 0 25 Aug 2014
CNN Features off-the-shelf: an Astounding Baseline for Recognition A. Razavian Hossein Azizpour Josephine Sullivan S. Carlsson 140 4,937 0 23 Mar 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 581 31,406 0 16 Jan 2013
Statistical Topic Models for Multi-Label Document Classification T. Rubin America Chambers Padhraic Smyth M. Steyvers 54 334 0 13 Jul 2011