Class Geometry as Supervision for Sample-Efficient Open-World Detection

Akash Rao, Zhou Chen, Revanth Reddy Palem +3

Open-world object detection requires models to recognize known categories, reject unfamiliar objects, and incorporate new classes over time. This is especially challenging in scarc…