geometric consistency
A property of model outputs ensuring that they conform to expected geometric relationships or constraints within the data, important in tasks like 3D reconstruction.
- BeyondMix: Leveraging Structural Priors and Long-Range Dependencies for Domain-Invariant LiDAR Segmentation
- Concerto: Joint 2D-3D Self-Supervised Learning Emerges Spatial Representations
- E-MoFlow: Learning Egomotion and Optical Flow from Event Data via Implicit Regularization
- GeoAda: Efficiently Finetune Geometric Diffusion Models with Equivariant Adapters
- GeoComplete: Geometry-Aware Diffusion for Reference-Driven Image Completion
- GeoSVR: Taming Sparse Voxels for Geometrically Accurate Surface Reconstruction
- RFMPose: Generative Category-level Object Pose Estimation via Riemannian Flow Matching
- Test3R: Learning to Reconstruct 3D at Test Time
- Text-to-Code Generation for Modular Building Layouts in Building Information Modeling
- U-CAN: Unsupervised Point Cloud Denoising with Consistency-Aware Noise2Noise Matching
- VA-GS: Enhancing the Geometric Representation of Gaussian Splatting via View Alignment