GitHub

Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling

Geometry Forcing (GF) Overview. (a) Our proposed GF paradigm enhances video diffusion models by aligning with geometric features from VGGT. (b) Compared to DFoT, our method generates more temporally ...
GitHub

StyleSculptor: Zero-Shot Style-Controllable 3D Asset Generation with Texture-Geometry Dual Guidance

[Aug.10.2025] StyleSculptor is accepted to SIGGRAPH Asia 2025 🍀. The code is still being organized. Stay tuned！ [Oct.15.2025] We release the inference code of dual-style guidance generation. Our code ...
IEEE

MonoPGC: Monocular 3D Object Detection with Pixel Geometry Contexts

Abstract: Monocular 3D object detection reveals an economical but challenging task in autonomous driving. Recently center-based monocular methods have developed rapidly with a great trade-off between ...
IEEE

Enhanced Geometry and Semantics for Camera-based 3D Semantic Scene Completion

Abstract: Giving machines the ability to infer the complete 3D geometry and semantics of complex scenes is crucial for many downstream tasks, such as decision-making and planning. Vision-centric ...