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.
4DGT: Learning a 4D Gaus- sian Transformer Using Real-World Monocular Videos.Ad- vances in Neural Information Processing 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.