AIBullisharXiv – CS AI · 10h ago7/10
🧠
ACE-GS: Acing the Trade-off with Accurate, Compact and Efficient 3D Gaussian Splatting
Researchers introduce ACE-GS, an optimized framework for 3D Gaussian Splatting that achieves 3.7x faster training than existing accelerated methods while maintaining superior rendering quality and compact storage. The system uses momentum-guided primitive management, statistical pruning, and frequency compensation to balance reconstruction speed with visual fidelity, converging in 3-5 minutes with up to 0.89 dB PSNR improvement over baseline methods.