This repository aggregates research papers from top-tier venues (ICLR, AAAI, WACV, TMM) on open-vocabulary object detection, a computer vision task where models detect and classify objects using arbitrary natural language descriptions beyond fixed category sets. It also lists associated datasets and code repositories for the research community.