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Ghadi Nehme

3 accepted papers

2026

LAMP: Data-Efficient Linear Affine Weight-Space Models for Parameter-Controlled 3D Shape Generation and Extrapolation

ICML 2026poster

Generating high-fidelity 3D geometries that satisfy specific parameter constraints has broad applications in design and engineering. However, current methods typically rely on large training datasets and struggle with controllability and generalization beyond the training distributions. To overcome …

Cited by 0SourceScholar
2025

VideoCAD: A Dataset and Model for Learning Long‑Horizon 3D CAD UI Interactions from Video

NeurIPS 2025poster

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-driven user interface (UI) agents show promise, most existing datasets and methods focus on short, low-complexity tasks in…

Cited by 0SourcecodeScholar