Training Optimization News
The latest Training Optimization coverage curated for game developers.
3D Gaussian Accelerated Ray Tracing: Fast training through particle-based backward propagation
3D Gaussian splatting gets a training-side overhaul with 3DGART, a ray-traced Gaussian rendering framework that shifts backward propagation from pixels to primitives. The change cuts atomic contention, speeds training by …
Research
arXiv cs.GR
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1 month, 3 weeks ago
TurboGS: Accelerating 3D Gaussian Splatting via Error-Guided Sparse Pixel Sampling and Optimization
TurboGS claims up to a 10x training speedup for 3D Gaussian Splatting by skipping redundant pixels and focusing optimization on error-heavy regions. For graphics teams, the interesting part is that …
Research
arXiv cs.GR
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3 months, 3 weeks ago