7 citations · 13 across the 8 of their papers we have counts for
4 papers · 1 filter
PixGR: Pixel-Space Generative Decoding for Fast Feed-Forward 3D Reconstruction
Ranran Huang, Wenjing Bian, Weixun Luo +2
We present PixGR, an efficient framework that integrates lightweight pixel-space generative modeling into feed-forward 3D Gaussian reconstruction to model scene uncertainty. Contex…
ViewStruct: View-Grounded Articulation and Connectivity Inference
Wenjing Bian, Ranran Huang, Andreas Geiger
Interacting with unfamiliar objects requires understanding how their parts connect and move. We introduce ViewStruct, a framework for jointly predicting connectivity and articulati…
InvSplat: Inverse Feed-Forward Scene Splatting
Polina Karpikova, Wenjing Bian, Haofei Xu +2
Inverse rendering aims to recover both 3D geometry and physically meaningful material properties from images, enabling applications such as relighting and novel view synthesis. Opt…
Feed-Forward 3D Scene Modeling: A Problem-Driven Perspective
Weijie Wang, Qihang Cao, Sensen Gao +10
Reconstructing 3D representations from 2D inputs is a fundamental task in computer vision and graphics, serving as a cornerstone for understanding and interacting with the physical…