3 citations · 5 across the 7 of their papers we have counts for
4 papers · 1 filter
StepCAD: Mesh-to-CAD Code Generation via LLM Policy and Geometry-Guided Search
Ghadi Nehme, Faez Ahmed
Recovering executable CAD programs from 3D meshes is challenging due to the compositional nature of CAD construction and the interaction between discrete modeling choices and conti…
CADBench: A Multimodal Benchmark for AI-Assisted CAD Program Generation
Anna C. Doris, Jacob Thomas Sony, Ghadi Nehme +3
Recovering editable CAD programs from images or 3D observations is central to AI-assisted design, but progress is difficult to measure because existing evaluations are fragmented a…
CADFit: Precise Mesh-to-CAD Program Generation with Hybrid Optimization
Ghadi Nehme, Eamon Whalen, Faez Ahmed
Despite recent progress, recovering parametric CAD construction sequences from geometric input, such as meshes or point clouds, is a key challenge for design and manufacturing, as…
VideoCAD: A Dataset and Model for Learning Long-Horizon 3D CAD UI Interactions from Video
Brandon Man, Ghadi Nehme, Md Ferdous Alam +1
Computer-Aided Design (CAD) is a time-consuming and complex process, requiring precise, long-horizon user interactions with intricate 3D interfaces. While recent advances in AI-dri…