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A curated list of image captioning and related area resources. :-)

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Awesome Image CaptioningAwesome

A curated list of image captioning and related area. :-)

Contributing

Please feel free to send me pull requests or email (chihung.chan@outlook.com) to add links. Markdown format:

- [Paper Name](link) - Author 1 et al, `Conference Year`. [[code]](link)

Change Log

  • May 25 An up-to-date paper list about vision-and-language pre-training is available here.

Table of Contents

Papers

Survey

Before

2015

CVPR 2015

ICCV 2015

NIPS 2015

ICML 2015

arXiv preprint 2015

2016

CVPR 2016

ACMMM 2016

ACL 2016

arXiv preprint 2016

2017

CVPR 2017

ICCV 2017

AAAI 2017

NIPS 2017

TPAMI 2017

arXiv preprint 2017

2018

CVPR 2018

ECCV 2018

AAAI 2018

NeurIPS 2018

NAACL 2018

ACL 2018

EMNLP 2018

arXiv preprint 2018

2019

CVPR 2019

AAAI 2019

ACL 2019

BMVC 2019

ICCV 2019

NeurIPS 2019

IJCAI 2019

EMNLP 2019

CoNLL 2019

2020

AAAI 2020

CVPR 2020

ACL 2020

ECCV 2020

EMNLP 2020

NeurIPS 2020

Dataset

Image Captioning Challenge

Popular Implementations

PyTorch

TensorFlow

Torch

Others

Licenses

CC0

To the extent possible under law, Zhihong Chen has waived all copyright and related or neighboring rights to this work.

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A curated list of image captioning and related area resources. :-)

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