TruncGradGS: Improved 3D Gaussian Splatting via Truncated Gradient Updates

arXiv:2609.03534 · cs.CV, cs.AI, cs.GR · Submitted 2026-09-03 · Read on arXiv

cs.CV, cs.AI, cs.GR

Submitted: 2026-09-03

Updated: 2026-09-03

Terminology

Gaussian Splatting — 66× in this paper · explained in 4 episodes
3D Gaussian Splatting — 32× in this paper · explained in 2 episodes
Benchmark — 25× in this paper · explained in 2 episodes
Pruning — 15× in this paper · explained in 4 episodes
Robustness — 7× in this paper · explained in 5 episodes
Fidelity — 6× in this paper · explained in 2 episodes
alpha — 5× in this paper · explained in 1 episode
Ablation — 4× in this paper · explained in 1 episode
Consistency — 3× in this paper · explained in 3 episodes
Point Clouds — 3× in this paper · explained in 2 episodes
Transactions on Graphics — 3× in this paper
Ablation study — 2× in this paper · explained in 1 episode
Conference on Computer Vision and Pattern Recognition — 2× in this paper
Decoupling — 2× in this paper · explained in 2 episodes
In International Conference on Learning Representations — 2× in this paper
Adam — 1× in this paper · explained in 2 episodes
Alignment — 1× in this paper · explained in 1 episode
Benchmarking — 1× in this paper · explained in 3 episodes
Computational overhead — 1× in this paper · explained in 2 episodes
Gradient Flow — 1× in this paper · explained in 2 episodes
In International Conference on Computer Vision — 1× in this paper
Mode Collapse — 1× in this paper · explained in 2 episodes
Scaffolding — 1× in this paper · explained in 3 episodes
Stochastic Gradient Descent (SGD) — 1× in this paper · explained in 5 episodes

Sources

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