Q-MAGIC: Quad-only Mesh Autoregressive Generation via Singularity-Aware Circular Relative Offset Tokenization
cs.CV, cs.GR
Submitted: 2026-10-14
Updated: 2026-10-14
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- TopGen: Learning Structural Layouts and Cross-Fields for Quadrilateral Mesh Generation
- XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding
- Look Both Ways Before You Cross: Lifting Cross Fields From 2D Visual Priors
- Meshtron: High-Fidelity, Artist-Like 3D Mesh Generation at Scale
- 3DTopia: Large Text-to-3D Generation Model with Hybrid Diffusion Priors
- QuadGPT: Native Quadrilateral Mesh Generation with Autoregressive Models
- Reinforcement learning for automatic quadrilateral mesh generation: a soft actor-critic approach
- Mesh RAG: Retrieval Augmentation for Autoregressive Mesh Generation
- FlashMesh: Faster and Better Autoregressive Mesh Synthesis via Structured Speculation
- InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models
- Strips as Tokens: Artist Mesh Generation with Native UV Segmentation
- QuadLink: Autoregressive Quad-Dominant Mesh Generation via Point-Relation Learning
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