1 INTRODUCTION

2 DEFINITION AND TAXONOMY

3 DATA AUGMENTATION

4 CONTRASTIVE METHODS

5 GENERATIVE METHODS

6 PREDICTIVE METHODS

7 HYBRID METHODS

8 SELFREC: A LIBRARY FOR SELF-SUPERVISED RECOMMENDATION

9 EXPERIMENTAL FINDINGS

10 DISCUSSION

11 CONCLUSION