#3d-gaussian-splatting

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Idol emits up to 1,048,576 Gaussians as a .ply, using about 7.2 GB of VRAM and under two seconds.

Authors report 67.64% mIoU on PASLCD and 75.82% on CCS3D, with the full PASLCD pipeline at 17.2 FPS.

On PSNR-targeted runs, manuscripts beat reproduced baselines by 0.18 to 3.78 dB, the paper says.

Latency and peak memory fall with the Gaussian budget, unlike prune-after-dense methods that stay nearly constant.

View-wise and 3D grouping plus rendering-error feedback keep Gaussian counts at or below prior methods.

InfiniSplat v2 improves feed-forward 3D Gaussian rendering quality across large viewpoint changes.

The feedforward method uses fewer primitives and can change sparsity at inference without retraining.

SimVTA raises a driving world model's NAVSIM v1 PDMS from 86.2 to 91.3.

OuroWorld turns static 3D Gaussian Splatting scenes into endlessly looping, viewpoint-consistent 3D cinemagraphs.

ClearGS improves 3D Gaussian Splatting from handheld video using reliability weights and in-video restoration.

Stories tagged #3d-gaussian-splatting