Ruize Han

ExDet achieves state-of-the-art performance in open-domain open-vocabulary detection while significantly reducing training costs through innovative cross-modal techniques.

Real-time object detectors can achieve cross-domain generalization without any extra inference overhead by leveraging collaborative evidence modeling during training.

Object detection gets a flexible upgrade: now you can specify objects with text *and* images, opening the door to more intuitive and practical real-world applications.

Freezing your visual encoder and carefully nudging the text embeddings lets you continually teach an object detector new tricks without catastrophic forgetting.