Introduction and Motivation

Summary of Problems in Computer Vision Datasets

Overview of Dataset Refinement

Dataset Refinement for Robust Learning

Dataset Refinement for Fair Learning

Dataset Refinement for Data-Efficient Learning

Dataset Refinement for Label-Efficient Learning

Relevant Learning Problems

Discussion and Future Directions

Conclusion