1 Introduction

2 Pretext Task Methods

3 Information Maximization Methods

4 Teacher-Student Methods

5 Contrastive Representation Learning

6 Clustering-based Methods

7 Taxonomy of Representation Learning Methods

8 Meta-Study of Quantitative Results

9 Conclusion