deep-learning-image-caption

A paper list of image caption

2019

• ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks [pdf] [code]

2018

• Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering | [CVPR 2018] [pdf] [code]

2017

2016

2015

• Show, Attend and Tell: Neural Image Caption Generation with Visual Attention [pdf] [code]

Data sets paper

• Li X, Lan W, Dong J, et al. Adding Chinese captions to images[C]//Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval. ACM, 2016: 271-275.
• Wu J, Zheng H, Zhao B, et al. AI challenger: a large-scale dataset for going deeper in image understanding[J]. arXiv preprint arXiv:1711.06475, 2017.
• Xirong Li, Chaoxi Xu, Xiaoxu Wang, Weiyu Lan, Zhengxiong Jia, Gang Yang, Jieping Xu, COCO-CN for Cross-Lingual Image Tagging, Captioning and Retrieval, IEEE Transactions on Multimedia, Volume 21, Number 9, pages 2347-2360, 2019