GReFEM: Multimodal LLMs as Zero-Shot Semantic Assistants for Physics-Guided 3D Mesh Refinement

arXiv:2607.08798 · cs.GR, cs.CV · Submitted 2026-07-08 · Read on arXiv

cs.GR, cs.CV

Submitted: 2026-07-08

Updated: 2026-10-11

Terminology

• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• Semantic Understanding — 1× in this paper · explained in 2 episodes

Related papers

• SCRIPT: Scalable Diffusion Policy with Multi-stage Training for Language-driven Physics-Based Humanoid Control
• CADReasoner: Iterative Program Editing for CAD Reverse Engineering
• QuadLink: Autoregressive Quad-Dominant Mesh Generation via Point-Relation Learning
• DrawVideo: Grounded and Faithful Multi-Shot Video Generation from Storyboard Keyframe Sketches
• MotionPersona: Real-Time Locomotion Control across Personas, Bodies, and Styles
• Bokeh Diffusion: Defocus Blur Control in Text-to-Image Diffusion Models