VGGT-CAD: Reconstructing Parametric CAD 3D Model with Geometric Grounding

arXiv:2609.21225 · cs.CV · Submitted 2026-09-18 · Read on arXiv

cs.CV

Submitted: 2026-09-18

Updated: 2026-09-18

Terminology

Transformer — 14× in this paper · explained in 2 episodes
Accuracy — 10× in this paper · explained in 1 episode
Fine-Tuning — 8× in this paper · explained in 5 episodes
Redundancy — 8× in this paper · explained in 2 episodes
Aggregation — 7× in this paper · explained in 1 episode
Grounding — 7× in this paper · explained in 3 episodes
Ablation — 6× in this paper · explained in 1 episode
Benchmark — 5× in this paper · explained in 2 episodes
Computer-Aided Design — 5× in this paper
Fidelity — 5× in this paper · explained in 2 episodes
Point Clouds — 5× in this paper · explained in 2 episodes
Consistency — 4× in this paper · explained in 3 episodes
Core — 4× in this paper · explained in 2 episodes
Ablation study — 3× in this paper · explained in 1 episode
Generative Model — 3× in this paper · explained in 2 episodes
Ablation Studies — 2× in this paper · explained in 1 episode
Catastrophic Forgetting — 2× in this paper · explained in 5 episodes
Diffusion Model — 2× in this paper · explained in 8 episodes
Diffusion Models — 2× in this paper · explained in 6 episodes
Feature Extraction — 2× in this paper · explained in 2 episodes
Information Gain — 2× in this paper · explained in 2 episodes
LoRA Fine-Tuning — 2× in this paper · explained in 3 episodes
Multi-View Stereo — 2× in this paper
Structural Constraints — 2× in this paper · explained in 2 episodes
Unified Framework — 2× in this paper · explained in 5 episodes
3D Gaussian Splatting — 1× in this paper · explained in 2 episodes
3D Gaussian Splatting (3DGS) — 1× in this paper · explained in 4 episodes
Activation Function — 1× in this paper · explained in 1 episode
Adam — 1× in this paper · explained in 2 episodes
Adaptation — 1× in this paper · explained in 1 episode
Attention Mechanism — 1× in this paper · explained in 2 episodes
Chamfer Distance — 1× in this paper
Cross-Attention Mechanism — 1× in this paper · explained in 2 episodes
Data Augmentation — 1× in this paper · explained in 7 episodes
Decode — 1× in this paper · explained in 2 episodes
Embeddings — 1× in this paper · explained in 2 episodes
Gaussian Splatting — 1× in this paper · explained in 4 episodes
Generalization — 1× in this paper · explained in 13 episodes
Generative Models — 1× in this paper · explained in 2 episodes
Guided attention — 1× in this paper · explained in 2 episodes
Hallucination — 1× in this paper · explained in 3 episodes
Instruction Tuning — 1× in this paper · explained in 2 episodes
Invalid Rate — 1× in this paper
Iterative Refinement — 1× in this paper · explained in 3 episodes
Latent Representation — 1× in this paper · explained in 2 episodes
Loss Function — 1× in this paper · explained in 2 episodes
Quantization — 1× in this paper · explained in 12 episodes
Regularization — 1× in this paper · explained in 3 episodes
Robustness — 1× in this paper · explained in 5 episodes
Supervised Fine-Tuning (SFT) — 1× in this paper · explained in 8 episodes

Terminology

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