Zixuan Pan — accepted AI-conference papers

2026

SGI: Structured 2D Gaussians for Efficient and Compact Large Image Representation

Zixuan Pan, Kaiyuan Tang, Jun Xia, Yifan Qin, Lin Gu, Chaoli Wang +2

CVPR 2026

2D Gaussian Splatting has emerged as a novel image representation technique that can support efficient rendering on low-end devices. However, scaling to high-resolution images requires optimizing and storing millions of unstructured Gaussian primitives independently, leading to slow convergence and

Cited by 0 Source ↗code ↗Scholar ↗

2024

Efficient Vision-Language Pre-training by Cluster Masking

Zihao Wei, Zixuan Pan, Andrew Owens

CVPR 2024poster

We propose a simple strategy for masking image patches during visual-language contrastive learning that improves the quality of the learned representations and the training speed. During each iteration of training we randomly mask clusters of visually similar image patches as measured by their raw p…

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