2 papers
cs.CV2026
3DGBGS: 3D Granular Ball Gaussian Splatting for Compact Novel View Synthesis
Meng Yang, Shuyin Xia, Dawei Dai +1
The paper presents 3DGBGS, a compact anchor-based framework for novel-view synthesis that adaptively partitions SfM point clouds into granular balls to reduce the number of anchors…
cs.CV2026
Granular Ball Guided Masking: Structure-aware Data Augmentation
Shuyin Xia, Fan Chen, Dawei Dai +4
Deep learning models have achieved remarkable success in computer vision but still rely heavily on large-scale labeled data and tend to overfit when data is limited or distribution…