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Conference Aug 2026

4D-GAIA:Depth-Guided 4D Gaussian Representation for Dynamic Visual Data Analytics

Dynamic visual data, such as monocular videos of moving humans and changing environments, contain rich spatio-temporal information but are often large, redundant, and difficult to represent in a compact and structured form. 4D Gaussian Splatting has recently emerged as an explicit representation for dynamic scene recon...

Junita Sari, Nicolas Slat, Di Jiang et al. · 0 citations
Conference Aug 2026

DIGU: NAS-Inspired Gaussian Distribution Search for 3D Gaussian Splatting Compression

3D Gaussian Splatting (3DGS) enables high-quality real-time novel view synthesis, but high-fidelity models usually contain a large number of Gaussian primitives, leading to substantial storage and rendering overhead. Existing compression methods mainly rely on pruning, where each Gaussian is discretely retained or remo...

Hao-Ran Li, Zhi-Jia Li, Chao Fan et al. · 0 citations

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