DispFlow-GS: Displacement Flow Supervision with Motion Disentangling for Monocular Deformable 3D Gaussian Splatting

arXiv:2609.36940 · cs.CV · Submitted 2026-09-29 · Read on arXiv

cs.CV

Submitted: 2026-09-29

Updated: 2026-09-29

Terminology

Displacement Flow — 30× in this paper
Optical Flow — 18× in this paper · explained in 2 episodes
Gaussian Splatting — 11× in this paper · explained in 4 episodes
Consistency — 9× in this paper · explained in 3 episodes
Fidelity — 7× in this paper · explained in 2 episodes
Ablation — 6× in this paper · explained in 1 episode
3D Gaussian Splatting — 5× in this paper · explained in 2 episodes
Motion Decomposition — 5× in this paper
Alignment — 4× in this paper · explained in 1 episode
Benchmark — 4× in this paper · explained in 2 episodes
Deformation-Rendering Consistency — 3× in this paper
3D Gaussian Splatting (3DGS) — 2× in this paper · explained in 4 episodes
Ablation study — 2× in this paper · explained in 1 episode
Average Precision — 2× in this paper
Training Scheduling — 2× in this paper
Aggregation — 1× in this paper · explained in 1 episode
Distillation — 1× in this paper · explained in 2 episodes
IEEE International Conference on Robotics and Automation — 1× in this paper
Knowledge Distillation — 1× in this paper · explained in 11 episodes
Motion Mask Average Precision — 1× in this paper
Parameter Efficiency — 1× in this paper · explained in 3 episodes
Simultaneous Localization and Mapping — 1× in this paper

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