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Author

Gim Hee Lee

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Jul 2026

ATSplat: Compact Feed-forward 3D Gaussian Splatting with Adaptive Token Expansion

ATSplat is presented, a feed-forward 3DGS framework that restores the adaptive allocation capability of 3DGS optimization through Adaptive 3D Tokens, and achieves state-of-the-art rendering quality while reducing the number of Gaussians by more than $5.7\times compared with dense feed-forward 3DGS methods.

In Cho, Jeonghwan Cho, Mijin Yoo et al. · 0 citations
2025

Deep Gaussian from Motion: Exploring 3D Geometric Foundation Models for Gaussian Splatting

Neural radiance fields (NeRF) and 3D Gaussian Splatting (3DGS) are popular techniques to reconstruct and render photorealistic images. However, the prerequisite of running Structure-from-Motion (SfM) to get camera poses limits their completeness. Although previous methods can reconstruct a few unposed images, they are...

Yu Chen, Rolandos Alexandros Potamias, Evangelos Ververas et al. · 0 citations

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