1 INTRODUCTION

2 PRELIMINARIES

3 ZERO-SHOT DETECTION (ZSD)

4 ZERO-SHOT SEGMENTATION (ZSS)

5 OPEN-VOCABULARY DETECTION (OVD)

6 OPEN-VOCABULARY SEGMENTATION (OVS)

7 OPEN-VOCABULARY BEYOND IMAGES

8 CHALLENGES AND OUTLOOK

9 CONCLUSION