Bringing back simplicity and lightliness into neural image captioning

15 October 2018

Papers citing "Bringing back simplicity and lightliness into neural image captioning"

30 / 30 papers shown

Title
UMONS Submission for WMT18 Multimodal Translation Task Jean-Benoit Delbrouck Stéphane Dupont 56 9 0 15 Oct 2018
Modulating and attending the source image during encoding improves Multimodal Translation Jean-Benoit Delbrouck Stéphane Dupont 58 20 0 09 Dec 2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 121 4,216 0 25 Jul 2017
LIUM-CVC Submissions for WMT17 Multimodal Translation Task Ozan Caglayan Walid Aransa Adrien Bardet Mercedes García-Martínez Fethi Bougares Loïc Barrault Marc Masana Luis Herranz Joost van de Weijer 68 63 0 14 Jul 2017
Visually Grounded Word Embeddings and Richer Visual Features for Improving Multimodal Neural Machine Translation Jean-Benoit Delbrouck Stéphane Dupont Omar Seddati 43 8 0 04 Jul 2017
An empirical study on the effectiveness of images in Multimodal Neural Machine Translation Jean-Benoit Delbrouck Stéphane Dupont 65 39 0 04 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
NMTPY: A Flexible Toolkit for Advanced Neural Machine Translation Systems Ozan Caglayan Mercedes García-Martínez Adrien Bardet Walid Aransa Fethi Bougares Loïc Barrault 69 65 0 01 Jun 2017
Text-guided Attention Model for Image Captioning Jonghwan Mun Minsu Cho Bohyung Han VLM 39 93 0 12 Dec 2016
Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning Jiasen Lu Caiming Xiong Devi Parikh R. Socher 130 1,452 0 06 Dec 2016
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 107 1,887 0 02 Dec 2016
Improved Image Captioning via Policy Gradient optimization of SPIDEr Siqi Liu Zhenhai Zhu Ning Ye S. Guadarrama Kevin Patrick Murphy 127 446 0 01 Dec 2016
Boosting Image Captioning with Attributes Ting Yao Yingwei Pan Yehao Li Zhaofan Qiu Tao Mei VLM 89 622 0 05 Nov 2016
Image Captioning with Semantic Attention Quanzeng You Hailin Jin Zhaowen Wang Chen Fang Jiebo Luo VLM 169 1,662 0 12 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Minimum Risk Training for Neural Machine Translation Shiqi Shen Yong Cheng Zhongjun He W. He Hua Wu Maosong Sun Yang Liu 114 469 0 08 Dec 2015
Sequence Level Training with Recurrent Neural Networks MarcÁurelio Ranzato S. Chopra Michael Auli Wojciech Zaremba 102 1,615 0 20 Nov 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 221 7,745 0 31 Aug 2015
What value do explicit high level concepts have in vision to language problems? Qi Wu Chunhua Shen Lingqiao Liu A. Dick Anton Van Den Hengel 77 443 0 03 Jun 2015
Microsoft COCO Captions: Data Collection and Evaluation Server Xinlei Chen Hao Fang Nayeon Lee Ramakrishna Vedantam Saurabh Gupta Piotr Dollar C. L. Zitnick 215 2,478 0 01 Apr 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 346 10,070 0 10 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 127 5,585 0 07 Dec 2014
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 292 4,488 0 20 Nov 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 437 20,568 0 10 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,386 0 04 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 558 27,311 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,667 0 01 May 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 397 33,550 0 16 Oct 2013