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Computer Aided Design (CAD) is indispensable across various industries.
Feature-based design–an overview
Shahin, T. M · 2008
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Parametric cad modeling: An analysis of strategies for design reusability
Camba, J. D., Contero, M., and Company, P · 2016
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Language models are few-shot learners
Brown, T., Mann, B., Ryder, N., Subbiah, M., Kaplan, J. D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al · 2020
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Sdedit: Image synthesis and editing with stochastic differential equations
Meng, C., Song, Y., Song, J., Wu, J., Zhu, J.-Y., and Ermon, S · 2021
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Learning transferable visual models from natural language supervision
Radford, A., Kim, J. W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al · 2021
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Fusion 360 gallery: A dataset and environment for programmatic cad construction from human design sequences
Willis, K. D., Pu, Y., Luo, J., Chu, H., Du, T., Lambourne, J. G., Solar-Lezama, A., and Matusik, W · 2021
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Deepcad: A deep generative network for computer-aided design models
Wu, R., Xiao, C., and Zheng, C · 2021
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Stylegan-nada: Clip-guided domain adaptation of image generators
Gal, R., Patashnik, O., Maron, H., Bermano, A. H., Chechik, G., and Cohen-Or, D · 2022
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Lora: Low-rank adaptation of large language models
Hu, E. J., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L., Chen, W., et al · 2022
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Large language models are zero-shot reasoners
Kojima, T., Gu, S. S., Reid, M., Matsuo, Y., and Iwasawa, Y · 2022
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Skexgen: Autoregressive generation of cad construction sequences with disentangled codebooks
Xu, X., Willis, K. D., Lambourne, J. G., Cheng, C.-Y., Jayaraman, P. K., and Furukawa, Y · 2022
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Achiam, J., Adler, S., Agarwal, S., Ahmad, L., Akkaya, I., Aleman, F. L., Almeida, D., Altenschmidt, J., Altman, S., Anadkat, S., et al · 2023
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Instructpix2pix: Learning to follow image editing instructions
Brooks, T., Holynski, A., and Efros, A. A · 2023
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Pix2video: Video editing using image diffusion
Ceylan, D., Huang, C.-H. P., and Mitra, N. J · 2023
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Stablevideo: Text-driven consistency-aware diffusion video editing
Chai, W., Guo, X., Wang, G., and Lu, Y · 2023
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Llama 2: Open foundation and fine-tuned chat models
Touvron, H., Martin, L., Stone, K., Albert, P., Almahairi, A., Babaei, Y., Bashlykov, N., Batra, S., Bhargava, P., Bhosale, S., et al · 2023
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Hierarchical neural coding for controllable cad model generation
Xu, X., Jayaraman, P. K., Lambourne, J. G., Willis, K. D., and Furukawa, Y · 2023
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Fine-tuned language models generate stable inorganic materials as text
Gruver, N., Sriram, A., Madotto, A., Wilson, A. G., Zitnick, C. L., and Ulissi, Z. W · 2024
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Cad translator: An effective drive for text to 3d parametric computer-aided design generative modeling
Li, X., Song, Y., Lou, Y., and Zhou, X · 2024
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Wizardlm: Empowering large pre-trained language models to follow complex instructions
Xu, C., Sun, Q., Zheng, K., Geng, X., Zhao, P., Feng, J., Tao, C., Lin, Q., and Jiang, D · 2024
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Makatura, L., Foshey, M., Wang, B., HähnLein, F., Ma, P., Deng, B., Tjandrasuwita, M., Spielberg, A., Owens, C. E., Chen, P. Y., et al · 2023
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Sked: Sketch-guided text-based 3d editing
Mikaeili, A., Perel, O., Safaee, M., Cohen-Or, D., and Mahdavi-Amiri, A · 2023
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Introducing chatgpt
OpenAI · 2023
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Styledrop: text-to-image generation in any style
Sohn, K., Ruiz, N., Lee, K., Chin, D. C., Blok, I., Chang, H., Barber, J., Jiang, L., Entis, G., Li, Y., et al · 2023
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Cad-signet: Cad language inference from point clouds using layer-wise sketch instance guided attention
Khan, M. S., Dupont, E., Ali, S. A., Cherenkova, K., Kacem, A., and Aouada, D
Cited in the paper.
Text2cad: Generating sequential cad designs from beginner-to-expert level text prompts
Khan, M. S., Sinha, S., Uddin, S. T., Stricker, D., Ali, S. A., and Afzal, M. Z
Cited in the paper.
Finetuned language models are zero-shot learners
Wei, J., Bosma, M., Zhao, V., Guu, K., Yu, A. W., Lester, B., Du, N., Dai, A. M., and Le, Q. V
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Metamath: Bootstrap your own mathematical questions for large language models
Yu, L., Jiang, W., Shi, H., Jincheng, Y., Liu, Z., Zhang, Y., Kwok, J., Li, Z., Weller, A., and Liu, W · 2024
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Event grounded criminal court view generation with cooperative (large) language models
Yue, L., Liu, Q., Zhao, L., Wang, L., Gao, W., and An, Y · 2024
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Coderagent: Simulating student behavior for personalized programming learning with large language models, 2025
Zhan, Y., Liu, Q., Gao, W., Zhang, Z., Wang, T., Shen, S., Lu, J., and Huang, Z · 2025
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Evaluating large language models through role-guide and self-reflection: A comparative study
Zhao, L., Wang, Y., Liu, Q., Wang, M., Chen, W., Sheng, Z., and Wang, S · 2025
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