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Yuwei He

2 accepted papers

2024

Debiased Novel Category Discovering and Localization

AAAI 2024technical

In recent years, object detection in deep learning has experienced rapid development. However, most existing object detection models perform well only on closed-set datasets, ignoring a large number of potential objects whose categories are not defined in the training set. These objects are often id…

Cited by 6SourcePDFScholar
2024

Geometry-Guided Domain Generalization for Monocular 3D Object Detection

AAAI 2024technical

Monocular 3D object detection (M3OD) is important for autonomous driving. However, existing deep learning-based methods easily suffer from performance degradation in real-world scenarios due to the substantial domain gap between training and testing. M3OD's domain gaps are complex, including camera…

Cited by 7SourcePDFScholar