DiffGI Enables Differentiable Geometry Images for Thin-Shell 3D Generation

DiffGI implements an end-to-end 3D-to-2D mapping framework to generate non-manifold and thin-shell geometries like garments. It replaces discrete binary occupancy maps with continuous geometry images to eliminate staircase artifacts and integrate surface reconstruction directly into the learning pipeline.