VolSplat: Rethinking Feed-Forward 3D Gaussian Splatting with Voxel-Aligned Prediction

@weijiewang.bsky.social, Yeqing Chen, Zeyu Zhang, Hengyu Liu, Haoxiao Wang, Zhiyuan Feng, Wenkang Qin, Zheng Zhu, @donydchen.bsky.social, Bohan Zhuang

arxiv.org/abs/2509.19297

𝗩𝗼𝗹𝗦𝗽𝗹𝗮𝘁: 𝗥𝗲𝘁𝗵𝗶𝗻𝗸𝗶𝗻𝗴 𝗙𝗲𝗲𝗱-𝗙𝗼𝗿𝘄𝗮𝗿𝗱 𝟯𝗗 𝗚𝗮𝘂𝘀𝘀𝗶𝗮𝗻 𝗦𝗽𝗹𝗮𝘁𝘁𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗩𝗼𝘅𝗲𝗹-𝗔𝗹𝗶𝗴𝗻𝗲𝗱 𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝗼𝗻
Weijie Wang, Yeqing Chen, Zeyu Zhang ... Bohan Zhuang
arxiv.org/abs/2509.19297
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ZPressor: Bottleneck-Aware Compression for Scalable Feed-Forward 3DGS

@weijiewang.bsky.social, @donydchen.bsky.social, Zeyu Zhang, Duochao Shi, Akide Liu, Bohan Zhuang

tl;dr: views->anchor & support sets; support view info->anchor views->compressed latent state Z

arxiv.org/abs/2505.23734

🚀 We're excited to introduce ZPressor, a bottleneck-aware compression module for scalable feed-forward 3DGS.

Plug & play, lightweight, and powerful.

Read more: lhmd.top/zpressor/
Paper: www.arxiv.org/abs/2505.23734
Code: github.com/ziplab/ZPres...