Projects

4D Gaussian Streaming

Which Gaussians you pick as anchors barely matters: cheap samplers match the default strategy at deployment budgets, so the standard 8,192-anchor choice over-spends compute.

#ComputerVision#GaussianSplatting

Overview

Streaming 4D Gaussian scenes requires choosing a subset of Gaussians as anchors. The field has settled on a default strategy and a default count of 8,192 without much pressure on either.

What we found

At the budgets that matter for deployment, cheap samplers match the default strategy, which makes the standard anchor count more compute than the result requires.

Papers

Does It Matter Which Gaussians You Pick in 4D Gaussian Streaming? A. Dahal, R. Abdelfattah, N. Rahimi · arXiv preprint · 2026 [LINK]