A proposed mutual-information regularizer for point-cloud segmentation reports big gains on held-out classes, but the evaluation protocol trains on those classes, so it does not demonstrate open-set detection.
Monocular 3d object detection for autonomous driving
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Improving Open-Set Semantic Segmentation in 3D Point Clouds by Conditional Channel Capacity Maximization: Preliminary Results
A proposed mutual-information regularizer for point-cloud segmentation reports big gains on held-out classes, but the evaluation protocol trains on those classes, so it does not demonstrate open-set detection.