most citedBDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network

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cs.CV2026

CoverPrune: Coverage-Driven Token Pruning for 3D VLMs via Optimal Transport

Peng Ling, Yingda Yin, Lingting Zhu +5

While 3D Vision-Language Models (3D VLMs) have demonstrated remarkable spatial reasoning capabilities, they suffer from massive visual token counts that create severe computational…

cs.CV2024★ 1 cited

BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network

Zongkai Zhang, Zidong Xu, Wenming Yang +2

Existing 3D occupancy networks demand significant hardware resources, hindering the deployment of edge devices. Binarized Neural Networks (BNN) offer substantially reduced computat…