From Open Vocabulary to Open World: Teaching Vision Language Models to Detect Novel Objects

Zizhao Li, Zhengkang Xiang, Joseph West +1

Traditional object detection methods operate under the closed-set assumption, where models can only detect a fixed number of objects predefined in the training set. Recent works on…