Overfitting in dynamic 3D Gaussian Splatting is caused by incoherent deformations, not parameter count, and is mitigated by Elastic Energy Regularization and related techniques.
Steepest descent density control for compact 3D Gaussian splatting
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Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting
Overfitting in dynamic 3D Gaussian Splatting is caused by incoherent deformations, not parameter count, and is mitigated by Elastic Energy Regularization and related techniques.