Bingbing Liu

Achieve robust, metric-aware 3D reconstruction from multi-view images with a single feed-forward network that flexibly incorporates geometric priors, even without retraining.

By unifying appearance, semantics, and geometry within sparse voxel representations, this work achieves state-of-the-art holistic 3D scene understanding and reconstruction.