3d-scene-generation

SceneFrom3D is a framework that automatically schedules views from input geometry to generate high-quality outdoor 3D scenes with object-level control over appearance and geometry adherence.

CGGS is a text-to-3D framework that improves geometric consistency and quality in ego-centric 3D scene generation using a multi-stage approach with consistency-augmented loss, layout decoration, and geometric refinement via entropy-based depth loss.