FlowObject reformulates sparse-view 3D reconstruction as a training-free guided inverse problem in flow-matching models, augmented by 3DGS refinement to improve geometric completeness and fidelity.
Lever- aging automatic cad annotations for supervised learning in 3d scene understanding.arXiv preprint arXiv:2504.13580, 2025
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FlowObject: Flow Steering for Bridging Generative Priors and Reconstruction Fidelity
FlowObject reformulates sparse-view 3D reconstruction as a training-free guided inverse problem in flow-matching models, augmented by 3DGS refinement to improve geometric completeness and fidelity.