ToW3D: Consistency-aware Interactive Point-based Mesh Editing on GANs

arXiv:2609.26078 · cs.CV · Submitted 2026-08-03 · Read on arXiv

cs.CV

Submitted: 2026-08-03

Updated: 2026-08-03

Code: https://github.com/ashawkey/Drag3D

Terminology

• Consistency — 21× in this paper · explained in 3 episodes
• SEMANTIC PRESERVATION MODULE — 10× in this paper
• Generative Model — 5× in this paper · explained in 2 episodes
• Fidelity — 4× in this paper · explained in 2 episodes
• Generative Models — 4× in this paper · explained in 3 episodes
• Ablation — 3× in this paper · explained in 1 episode
• Ablation study — 2× in this paper · explained in 1 episode
• Generalization — 2× in this paper · explained in 13 episodes
• Transformer — 2× in this paper · explained in 2 episodes
• Ablation Studies — 1× in this paper · explained in 1 episode
• Adam — 1× in this paper · explained in 2 episodes
• Distillation — 1× in this paper · explained in 2 episodes
• EFFECTIVENESS OF OUR PROPOSED STRUCTURE ADAPTION MODULE — 1× in this paper
• FID and Haursdorff Distance — 1× in this paper
• Generative Adversarial Networks (GANs) — 1× in this paper · explained in 3 episodes
• Latent Space — 1× in this paper · explained in 7 episodes
• Normalizing Flow — 1× in this paper · explained in 3 episodes
• Normalizing Flows — 1× in this paper · explained in 4 episodes
• Point Clouds — 1× in this paper · explained in 2 episodes
• Semantic Similarity — 1× in this paper · explained in 2 episodes

Sources

• Sherpa3D: Boosting High-Fidelity Text-to-3D Generation via Coarse 3D Prior
• DreamReward: Text-to-3D Generation with Human Preference
• Make-Your-3D: Fast and Consistent Subject-Driven 3D Content Generation
• StructureNet: Hierarchical Graph Networks for 3D Shape Generation
• DreamFusion: Text-to-3D using 2D Diffusion
• ShapeNet: An Information-Rich 3D Model Repository

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