2025 "3d foundation models" Papers

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MLLMs Need 3D-Aware Representation Supervision for Scene Understanding

Xiaohu Huang, Jingjing Wu, Qunyi Xie et al.

NeurIPS 2025posterarXiv:2506.01946
17
citations

Unposed Sparse Views Room Layout Reconstruction in the Age of Pretrain Model

Yaxuan Huang, Xili Dai, Jianan Wang et al.

ICLR 2025posterarXiv:2502.16779
4
citations