RetimeGS enables ghost-free continuous-time rendering of dynamic scenes in 4D Gaussian Splatting by explicitly modeling temporal Gaussian behavior and adding optical flow-guided supervision plus triple-rendering checks.
DGS-LRM: Real-Time Deformable 3D Gaussian Reconstruction From Monocular Videos.Advances in Neural Information Pro- cessing Systems, 2025
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RetimeGS: Continuous-Time Reconstruction of 4D Gaussian Splatting
RetimeGS enables ghost-free continuous-time rendering of dynamic scenes in 4D Gaussian Splatting by explicitly modeling temporal Gaussian behavior and adding optical flow-guided supervision plus triple-rendering checks.