RLSplat makes feed-forward Gaussian splatting scale with the budget
Latency and peak memory fall with the Gaussian budget, unlike prune-after-dense methods that stay nearly constant.
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Stories tagged #feed-forward
FineSplat uses local grouping for detailed 3D Gaussian splats
View-wise and 3D grouping plus rendering-error feedback keep Gaussian counts at or below prior methods.
InfiniSplat v2: Analyzing and Improving Feed-Forward 3DGS from Any Views
InfiniSplat v2 improves feed-forward 3D Gaussian rendering quality across large viewpoint changes.
FAMOS: Feed-Forward 3D Articulation Modeling from Sparse Observations
FAMOS is a feed-forward model predicting movable-part segmentation and joint parameters from sparse unordered point clouds, beating baselines on PartNet-Mobility, ACD, and ArtiCraft-10K.