Image Captioning 经典论文合辑

Image Caption: Automatically describing the content of an image

domain:CV+NLP

Category:(by myself, you can read the survey for detail.)

• CNN+RNN, with attention mechanisms
• Reinforcement Learning
• GAN
• Compositional Architecture: Review Network, Guiding Network, RFNet (fusion)

• Cross-domain: objects not present in training captions (out-of-domain/cross domain captioning) Peter Anderson  has some publications about this.  (Show, Adapt and Tell, Constrained Beam Search)
  
• Stylized Caption: Senticap, StyleNet, SemStyle
• Novel Object-based Image Captioning: NOC(Captioning Images wuth Diverse Objects), Neural Baby Talk
• Diversity(句子的多样性问题)

• Dense Caption: DenseCap
• I