Object Identifier

Object identifiers are unique labels assigned to entities, enabling efficient tracking and manipulation of data across diverse applications. Current research focuses on improving identifier generation and utilization, particularly using large language models (LLMs) for text-based identifiers and novel techniques like contrastive learning for audio data. These advancements are crucial for enhancing various systems, including recommendation systems, 3D scene understanding, and anomaly detection, by improving data organization, retrieval, and analysis. The development of robust and informative object identifiers is driving progress in fields ranging from healthcare to robotics and AI-assisted data management.