2 papers
cs.CV2026
AESplat: Advancing Pose-Free Feed-Forward 3D Gaussian Splatting via Decoupled Appearance Modeling
Shiwei Ren, Zhiang Liu, Yongchun Fang +1
Pose-free feed-forward 3D Gaussian Splatting (3DGS) has demonstrated remarkable potential for generalized novel view synthesis. However, existing methods typically predict Gaussian…
cs.CV2025
FastGS: Training 3D Gaussian Splatting in 100 Seconds
Shiwei Ren, Tianci Wen, Yongchun Fang +1
The dominant 3D Gaussian splatting (3DGS) acceleration methods fail to properly regulate the number of Gaussians during training, causing redundant computational time overhead. In…