I. INTRODUCTION

II. DESCRIPTION, COMPARISON, CHALLENGE, AND ORGANIZATION

III. ZERO-SHOT OBJECT RECOGNITION

IV. ZERO-SHOT COMPOSITIONAL RECOGNITION

V. FOUNDATION MODEL-BASED OPEN-WORLD RECOGNITION

VI. TECHNICAL DETAILS

VII. APPLICATION

VIII. FUTURE DIRECTIONS

IX. CONCLUSION