Yun-Peng Wang

Seeing the Unseen: Semantic-in-Gaussian for Sparse-View 3D Generalization

This work proposes SeeU (Seeing the Unseen), a novel G-3DGS framework that frames its core design as semantic-in-Gaussian: semantic-conditioned refinement in Gaussian space, and introduces a Cross-viewEntropy-Aware (CEA) module that aggregates multi-view semantic and geometric cues into compact embeddings.