Yangming Zhang — accepted AI-conference papers

2025

GaussianSpa: An "Optimizing-Sparsifying" Simplification Framework for Compact and High-Quality 3D Gaussian Splatting

Yangming Zhang, Wenqi Jia, Wei Niu, Miao Yin

CVPR 2025poster

3D Gaussian Splatting (3DGS) has emerged as a mainstream for novel view synthesis, leveraging continuous aggregations of Gaussian functions to model scene geometry. However, 3DGS suffers from substantial memory requirements to store the large amount of Gaussians, hindering its efficiency and practic…

Cited by 2 Source ↗PDF ↗Scholar ↗

2024

Diffusion Models as Optimizers for Efficient Planning in Offline RL

Renming Huang, Yunqiang Pei, Guoqing Wang*, Yangming Zhang, Yang Yang, Peng Wang +1

ECCV 2024poster

"Diffusion models have shown strong competitiveness in offline reinforcement learning tasks by formulating decision-making as sequential generation. However, the practicality of these methods is limited due to the lengthy inference processes they require. In this paper, we address this problem by de…

Cited by 1 Source ↗PDF ↗code ↗Scholar ↗