Hyperbolic Geometry for Open-World Object Detection in Remote Sensing Imagery
A two-step unknown-object discovery mechanism is designed and a Hyperbolic Metric Learning (HML) strategy is developed that enhances inter-class separability, facilitating the incorporation of novel categories while mitigating catastrophic forgetting.
Wu-Zhou Li, Jia-Wei Zhou, Sheng-Hang Wang et al.
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