Arbor attaches constraint mesh tokens to a frozen text-to-3D denoiser to enable controllable generation obeying hull, avoidance, and touch constraints.
Easy3E: Feed-forward 3D asset editing via rectified voxel flow.arXiv preprint, 2026
3 Pith papers cite this work. Polarity classification is still indexing.
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Pxform provides 100K semantic-part 3D edit pairs; PartFlow uses them to deliver feedforward 3D editing with improved fidelity and preservation over prior methods.
VS3D performs local 3D asset editing by injecting reconstruction-anchored source signals, partial-mean guidance, and twin-agreement residuals into the velocity sampler to control edit strength and preserve identity.
citing papers explorer
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Arbor: Explicit Geometric Conditioning for Controllable 3D Asset Generation
Arbor attaches constraint mesh tokens to a frozen text-to-3D denoiser to enable controllable generation obeying hull, avoidance, and touch constraints.
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Feedforward 3D Editing Learns from Semantic-Part Transformation
Pxform provides 100K semantic-part 3D edit pairs; PartFlow uses them to deliver feedforward 3D editing with improved fidelity and preservation over prior methods.
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Velocity-Space 3D Asset Editing
VS3D performs local 3D asset editing by injecting reconstruction-anchored source signals, partial-mean guidance, and twin-agreement residuals into the velocity sampler to control edit strength and preserve identity.