Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting

Oct-10-2025, 16:22:51 GMT–Neural Information Processing Systems

Despite its potential, 3DGS encounters challenges such as needle-like artifacts, suboptimal geometries, and inaccurate normals caused by the Gaussians converging into anisotropic shapes with one dominant variance.

artificial intelligence, gaussian, machine learning, (17 more...)

Neural Information Processing Systems

Oct-10-2025, 16:22:51 GMT

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Country:
- Asia > Japan > Honshū > Chūbu > Ishikawa Prefecture > Kanazawa (0.04)

Genre:
- Research Report > Experimental Study (0.93)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning (1.00)
  - Representation & Reasoning (1.00)
  - Vision (1.00)