Pengxiang Xia

UniUGG: Unified 3D Understanding and Generation via Geometric-Semantic Encoding

Despite the impressive progress on understanding and generating images shown by the recent unified architectures, the integration of 3D tasks remains challenging and largely unexplored. In this paper, we introduce UniUGG, the first unified understanding and generation framework for 3D modalities. Ou…