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Author

Fu-Dong Wang

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Preprint Oct 2026

SplatFlux: Feed-Forward 4D Gaussian Reconstruction and Generation from Video Latents

This work presents SplatFlux, a feed-forward latent-to-4DGS framework for both video-based 4D reconstruction and conditional 4D generation. Our key observation is that observed videos and conditionally generated content can be represented in the same pretrained video latent space, allowing both tasks to be formulated a...

Run-Min Zhang, Bin Ren, Zhu Yu et al. · 0 citations
Preprint Oct 2026

Anchor3DGS: Feed-Forward 3D Gaussian Splatting with Compact Anchor-Based Representation

Recent feed-forward 3D Gaussian Splatting (3DGS) methods have enabled effective multi-view 3D reconstruction by predicting Gaussian primitives in a single forward pass. However, existing approaches predominantly adopt a pixel-aligned paradigm that predicts one Gaussian per input pixel, coupling the Gaussian count to th...

Sheng Ye, Jiang-Ke Lin, Fu-Dong Wang et al. · 0 citations

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