What if a robot could map without training or 3D labels? HKUST & MBZUAI researchers present FreeOcc – a training-free open-vocabulary occupancy predictor. It builds a 4-layer map using SLAM, Gaussians, and VLMs. Outperforms self-supervised by 2x in IoU/mIoU, zero-shot to new

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