SubdivAR reformulates neural mesh subdivision as autoregressive next-scale coordinate prediction with a topology-aware transformer and reports 18.8% and 14.2% reductions in Hausdorff and Chamfer distance over baselines on a new 40K-mesh dataset.
Triangular mesh surface subdivision based on graph neural network.Applied Sciences, 14(23), 2024
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SubdivAR: Autoregressive Next-Scale Prediction for Neural Mesh Subdivision
SubdivAR reformulates neural mesh subdivision as autoregressive next-scale coordinate prediction with a topology-aware transformer and reports 18.8% and 14.2% reductions in Hausdorff and Chamfer distance over baselines on a new 40K-mesh dataset.