Zhang Liang

InstanceSplat: Instance-Aware Feed-Forward 3D Gaussian Splatting for Scene Understanding

InstanceSplat is presented, a unified feed-forward 3DGS framework for generalizable 3D reconstruction and instance-aware scene understanding from pose-free multi-view images and an instance-centric learning strategy that connects reconstruction, instance learning, and semantic learning through shared instance structure...