3 papers
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…
math.OC2025
Optimization-free Smooth Control Barrier Function for Polygonal Collision Avoidance
Shizhen Wu, Yongchun Fang, Ning Sun +3
Polygonal collision avoidance (PCA) is short for the problem of collision avoidance between two polygons (i.e., polytopes in planar) that own their dynamic equations. This problem…
eess.SY2025
Robust Safety Critical Control Under Multiple State and Input Constraints: Volume Control Barrier Function Method
Jinyang Dong, Shizhen Wu, Rui Liu +3
In this paper, the safety-critical control problem for uncertain systems under multiple control barrier function (CBF) constraints and input constraints is investigated. A novel fr…