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Ablation Study on TPV for Semantic Occupancy Prediction

Panoptic nuScenes; memory-aware plane configuration; 48% mIoU; improved visuo-spatial consistency.

Overview

Evaluated plane-configuration strategies for TPVFormer on Panoptic nuScenes; designed memory-aware combinations.

Demonstrated two-plane configurations outperforming traditional setups by 40% in TPV, improving 3D consistency.

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