Active learning automatically selects samples for annotation from a data...
Vision-language modeling has enabled open-vocabulary tasks where predict...
In this work, we propose an open-world object detection method that, bas...
Contemporary neural networks are limited in their ability to learn from
...
Active learning aims to reduce the high labeling cost involved in traini...
The ability to understand visual information from limited labeled data i...