SVDnet: Singular Value Control and Distance Alignment Network for 3D Object Detection

The SOTA methods proposed voxelization or pillarization to regularize unordered point clouds, improving computing efficiency for LiDAR-based 3D object detection. However, they usually trade partial accuracy for speed. Thus, we bring up a new problem setting: "Is it possible to keep high detecti...

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