Zi Helen Huang*

OpenSight: A Simple Open-Vocabulary Framework for LiDAR-Based Object Detection

"Traditional LiDAR-based object detection research primarily focuses on closed-set scenarios, which falls short in complex real-world applications. Directly transferring existing 2D open-vocabulary models with some known LiDAR classes for open-vocabulary ability, however, tends to suffer from over-f…