1 Introduction  
2 Learning Vision-Language Representation  
3 Modeling Vision-Language Interaction  
4 Cross-Modal Pre-training Tasks  
5 Adapting VL-PTMs to Vision-Language Downstream Tasks  
6 Conclusion and Future Directions