A plug-and-play differentiable model bridging ray and wave optics for hybrid systems that enables end-to-end optimization of planar and conformal diffractive elements.
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3 Pith papers cite this work. Polarity classification is still indexing.
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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.
citing papers explorer
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A General Differentiable Ray-Wave Framework for Hybrid Refractive-Diffractive System Modeling and Optimization
A plug-and-play differentiable model bridging ray and wave optics for hybrid systems that enables end-to-end optimization of planar and conformal diffractive elements.
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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.
- HistCAD: A Constraint-Aware Parametric History-Based CAD Representation, Dataset, and Benchmark with Industrial Complexity