penghu-cs/Cross-modal_Retrieval_Tutorial

The Paper List of Image-Text Matching for Preliminary Insight.

Cross-modal_Retrieval_Tutorial

The Tutorial of Image-Text Matching for Preliminary Insight.
Some state-of-the-arts are temporarily stored in Posted in. The tutorial will be constantly updated.

Catalogue

• Peformance Comparison

  • Flickr8K
  • Flickr30K
  • MSCOCO1K
  • MSCOCO5K
  • CUHK-PEDES
  • CUB-Flowers

• Methods Summary

  • Generic-Feature Extraction
  • Cross-Modal Interaction
  • Similarity Measurement
  • Commonsense Learning
  • Adversarial Learning
  • Loss Function
  • Un-Supervised or Semi-Supervised
  • Zero-Shot or Fewer-Shot
  • Identification Learning
  • Scene-Text Learning
  • Related Works
  • Posted in

• Other Resources

  • Transformer Learning
  • Graph Learning
  • Fewshot Learning

License

MIT license. If any questions, please contact me at (r1228240468@mail.dlut.edu.cn) or (r1228240468@gmail.com).