IEEE transactions on visualization and computer graphics
LeOp-GS: Learned Optimizer With Dynamic Gradient Update for Sparse-View 3DGS.
Xinyu Lei, Xuan Wang, Longjun Liu, Haoteng Li, Haonan Zhang
Published: 202510.1109/TVCG.2025.3616156
Abstract
3D Gaussian Splatting (3DGS) achieves remarkable speed and performance in novel view synthesis but suffers from overfitting and degraded reconstruction when handling sparse-view inputs. This paper innovatively addresses this challenge from a learning…
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