GuideCAD generates 3D CAD models from text-image pairs via prefix embeddings in a pretrained LLM using a mapping network, achieving comparable quality with roughly 4x fewer parameters and 2x training efficiency than fine-tuning.
Pattern Recognition and Computer Vision: 6th Chinese Conference, PRCV 2023, Xiamen, China, October 13–15
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GuideCAD: A Lightweight Multimodal Framework for 3D CAD Model Generation via Prefix Embedding
GuideCAD generates 3D CAD models from text-image pairs via prefix embeddings in a pretrained LLM using a mapping network, achieving comparable quality with roughly 4x fewer parameters and 2x training efficiency than fine-tuning.