Awesome-Visual-Captioning

Table of Contents

Paper Roadmap

ACL-2021

Video Captioning

  • Hierarchical Context-aware Network for Dense Video Event Captioning
  • Video Paragraph Captioning as a Text Summarization Task
  • O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning paper

CVPR-2021

Video Captioning

  • Open-Book Video Captioning With Retrieve-Copy-Generate Network. [paper]
  • Towards Diverse Paragraph Captioning for Untrimmed Videos. [paper]

AAAI-2021

Video Captioning

  • Non-Autoregressive Coarse-to-Fine Video Captioning. [paper]
  • Semantic Grouping Network for Video Captioning. [paper] [code]
  • Augmented Partial Mutual Learning with Frame Masking for Video Captioning. [paper]

ACMMM-2020

NeurIPS-2020

  • Prophet Attention: Predicting Attention with Future Attention for Improved Image Captioning. [paper]
  • RATT: Recurrent Attention to Transient Tasks for Continual Image Captioning. [paper]
  • Diverse Image Captioning with Context-Object Split Latent Spaces. [paper]

ECCV-2020

Video Captioning

  • Learning Modality Interaction for Temporal Sentence Localization and Event Captioning in Videos. Spotlight [paper] [code]
  • Character Grounding and Re-Identification in Story of Videos and Text Descriptions. Spotlight [paper] [code]
  • Identity-Aware Multi-Sentence Video Description. [paper]

CVPR-2020

Video Captioning

  • Object Relational Graph With Teacher-Recommended Learning for Video Captioning [paper]

    Ziqi Zhang, Yaya Shi, Chunfeng Yuan, Bing Li, Peijin Wang, Weiming Hu, Zheng-Jun Zha
  • Spatio-Temporal Graph for Video Captioning With Knowledge Distillation [paper] [code]

    Boxiao Pan, Haoye Cai, De-An Huang, Kuan-Hui Lee, Adrien Gaidon, Ehsan Adeli, Juan Carlos Niebles
  • Better Captioning With Sequence-Level Exploration [paper]

    Jia Chen, Qin Jin
  • Syntax-Aware Action Targeting for Video Captioning [code]

    Qi Zheng, Chaoyue Wang, Dacheng Tao

ACL-2020

Video Captioning

  • MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning [paper] [code]

    Jie Lei, Liwei Wang, Yelong Shen, Dong Yu, Tamara Berg and Mohit Bansal

AAAI-2020

Video Captioning

  • An Efficient Framework for Dense Video Captioning

    Maitreya Suin (Indian Institute of Technology Madras)*; Rajagopalan Ambasamudram (Indian Institute of Technology Madras)

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  6. Paper Read: Convolutional Image Captioning

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  7. Paper Reading - Deep Captioning with Multimodal Recurrent Neural Networks ( m-RNN ) ( ICLR 2015 ) ★

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