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We propose CAD-Assistant, a general-purpose CAD agent for AI-assisted design.
Design intent information exchange of feature-based cad models
Yingzhong Zhang and Xiaofang Luo · 2009
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Comparing 3d cad models: uses, methods, tools and perspectives
Antoine Brière-Côté, Louis Rivest, and Roland Maranzana · 2012
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Dxf reference, 2012
Autodesk Inc · 2012
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Reverse engineering modeling methods and tools: a survey
Francesco Buonamici, Monica Carfagni, Rocco Furferi, Lapo Governi, Alessandro Lapini, and Yary Volpe · 2018
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Revisiting the design intent concept in the context of mechanical cad education
Jeffrey M. Otey, Manuel Contero, and Jorge D. Camba · 2018
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Neural-symbolic vqa: Disentangling reasoning from vision and language understanding
Kexin Yi, Jiajun Wu, Chuang Gan, Antonio Torralba, Pushmeet Kohli, and Joshua B. Tenenbaum · 2018
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Exploring the limits of transfer learning with a unified text-to-text transformer
Colin Raffel, Noam M. Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J. Liu · 2019
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SketchGraphs: A large-scale dataset for modeling relational geometry in computer-aided design
Ari Seff, Yaniv Ovadia, Wenda Zhou, and Ryan P. Adams · 2020
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Emerging properties in self-supervised vision transformers
Mathilde Caron, Hugo Touvron, Ishan Misra, Herv’e J’egou, Julien Mairal, Piotr Bojanowski, and Armand Joulin · 2021
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Training verifiers to solve math word problems
Karl Cobbe, Vineet Kosaraju, Mohammad Bavarian, Mark Chen, Heewoo Jun, Lukasz Kaiser, Matthias Plappert, Jerry Tworek, Jacob Hilton, Reiichiro Nakano, Christopher Hesse, and John Schulman · 2021
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Internet-augmented dialogue generation
Mojtaba Komeili, Kurt Shuster, and Jason Weston · 2021
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Webgpt: Browser-assisted question-answering with human feedback
Reiichiro Nakano, Jacob Hilton, Suchir Balaji, Jeff Wu, Ouyang Long, Christina Kim, Christopher Hesse, Shantanu Jain, Vineet Kosaraju, William Saunders, Xu Jiang, Karl Cobbe, Tyna Eloundou, Gretchen Krueger, Kevin Button, Matthew Knight, Benjamin Chess, and John Schulman · 2021
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Retrieval augmentation reduces hallucination in conversation
Kurt Shuster, Spencer Poff, Moya Chen, Douwe Kiela, and Jason Weston · 2021
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Deepcad: A deep generative network for computer-aided design models
Rundi Wu, Chang Xiao, and Changxi Zheng · 2021
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Flamingo: a visual language model for few-shot learning
Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katherine Millican, Malcolm Reynolds, et al · 2022
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Visual programming: Compositional visual reasoning without training
Tanmay Gupta and Aniruddha Kembhavi · 2022
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Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation
Junnan Li, Dongxu Li, Caiming Xiong, and Steven C. H. Hoi · 2022
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Learn to explain: Multimodal reasoning via thought chains for science question answering
Pan Lu, Swaroop Mishra, Tony Xia, Liang Qiu, Kai-Wei Chang, Song-Chun Zhu, Oyvind Tafjord, Peter Clark, and Ashwin Kalyan · 2022
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Talm: Tool augmented language models
Aaron Parisi, Yao Zhao, and Noah Fiedel · 2022
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Vitruvion: A generative model of parametric cad sketches
Ari Seff, Wenda Zhou, Nick Richardson, and Ryan P Adams · 2022
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Point2cyl: Reverse engineering 3d objects from point clouds to extrusion cylinders
Mikaela Angelina Uy, Yen-Yu Chang, Minhyuk Sung, Purvi Goel, Joseph G Lambourne, Tolga Birdal, and Leonidas J Guibas · 2022
Cited alongside, same era.
Discovering design concepts for cad sketches
Yuezhi Yang and Hao Pan · 2022
Cited alongside, same era.
Socratic models: Composing zero-shot multimodal reasoning with language
Andy Zeng, Adrian S. Wong, Stefan Welker, Krzysztof Choromanski, Federico Tombari, Aveek Purohit, Michael S. Ryoo, Vikas Sindhwani, Johnny Lee, Vincent Vanhoucke, and Peter R. Florence · 2022
Cited alongside, same era.
Introducing the next generation of claude
Anthropic · 2023
Cited alongside, same era.
Large language models as tool makers
Tianle Cai, Xuezhi Wang, Tengyu Ma, Xinyun Chen, and Denny Zhou · 2023
Cited alongside, same era.
Sepicnet: Sharp edges recovery by parametric inference of curves in 3d shapes
Nerve: Neural volumetric edges for parametric curve extraction from point cloud
Xiangyu Zhu, Dong Du, Weikai Chen, Zhiyou Zhao, Yinyu Nie, and Xiaoguang Han · 2023
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Query2cad: Generating cad models using natural language queries
Akshay Badagabettu, Sai Sravan Yarlagadda, and Amir Barati Farimani · 2024
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Freecad, 2024
FreeCAD Community · 2024
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Transcad: A hierarchical transformer for cad sequence inference from point clouds
Elona Dupont, Kseniya Cherenkova, Dimitrios Mallis, Gleb Gusev, Anis Kacem, and Djamila Aouada · 2024
Closest in time.
Large language models(llms) on tabular data: Prediction, generation, and understanding - a survey
Xi Fang, Weijie Xu, Fiona Anting Tan, Jiani Zhang, Ziqing Hu, Yanjun Qi, Scott Nickleach, Diego Socolinsky, Srinivasan H. Sengamedu, and Christos Faloutsos · 2024
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Mv2cyl: Reconstructing 3d extrusion cylinders from multi-view images
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Kseniya Cherenkova, Elona Dupont, Anis Kacem, Ilya Arzhannikov, Gleb Gusev, and Djamila Aouada · 2023
Cited alongside, same era.
Instructblip: Towards general-purpose vision-language models with instruction tuning
Wenliang Dai, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Albert Li, Pascale Fung, and Steven C. H. Hoi · 2023
Cited alongside, same era.
Tool documentation enables zero-shot tool-usage with large language models
Cheng-Yu Hsieh, Sibei Chen, Chun-Liang Li, Yasuhisa Fujii, Alexander J. Ratner, Chen-Yu Lee, Ranjay Krishna, and Tomas Pfister · 2023
Cited alongside, same era.
Segment anything
Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C. Berg, Wan-Yen Lo, Piotr Dollár, and Ross B. Girshick · 2023
Cited alongside, same era.
Reparamcad: Zero-shot cad re-parameterization for interactive manipulation
Milin Kodnongbua, Benjamin Jones, Maaz Bin Safeer Ahmad, Vladimir Kim, and Adriana Schulz · 2023
Cited alongside, same era.
Visual instruction tuning
Haotian Liu, Chunyuan Li, Qingyang Wu, and Yong Jae Lee · 2023
Cited alongside, same era.
How can large language models help humans in design and manufacturing?
Liane Makatura, Michael Foshey, Bohan Wang, Felix Hahnlein, Pingchuan Ma, Bolei Deng, Megan Tjandrasuwita, Andrew Everett Spielberg, Crystal Elaine Owens, Peter Chen, Allan Zhao, Amy Zhu, Wil J. Norton, Edward Gu, Joshua Jacob, Yifei Li, Adriana Schulz, and Wojciech Matusik · 2023
Cited alongside, same era.
Eunji Hong, Minh Hieu Nguyen, Mikaela Angelina Uy, and Minhyuk Sung · 2024
Closest in time.
Visual sketchpad: Sketching as a visual chain of thought for multimodal language models
Yushi Hu, Weijia Shi, Xingyu Fu, Dan Roth, Mari Ostendorf, Luke S. Zettlemoyer, Noah A. Smith, and Ranjay Krishna · 2024
Closest in time.
Davinci: A single-stage architecture for constrained cad sketch inference
Ahmet Serdar Karadeniz, Dimitrios Mallis, Nesryne Mejri, Kseniya Cherenkova, Anis Kacem, and Djamila Aouada · 2024
Closest in time.
Cad-signet: Cad language inference from point clouds using layer-wise sketch instance guided attention
Mohammad Sadil Khan, Elona Dupont, Sk Aziz Ali, Kseniya Cherenkova, Anis Kacem, and Djamila Aouada · 2024
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Querycad: Grounded question answering for cad models
Claudius Kienle, Benjamin Alt, Darko Katic, and Rainer Jäkel · 2024
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CAD translator: An effective drive for text to 3d parametric computer-aided design generative modeling
Xueyang Li, Yu Song, Yunzhong Lou, and Xiangdong Zhou · 2024
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Improved baselines with visual instruction tuning
Haotian Liu, Chunyuan Li, Yuheng Li, and Yong Jae Lee · 2024
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The llama 3 herd of models
Meta · 2024
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Can large language models understand symbolic graphics programs?
Zeju Qiu, Weiyang Liu, Haiwen Feng, Zhen Liu, Tim Z. Xiao, Katherine M. Collins, Joshua B. Tenenbaum, Adrian Weller, Michael J. Black, and Bernhard Schölkopf · 2024
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Cad-recode: Reverse engineering cad code from point clouds
Danila Rukhovich, Elona Dupont, Dimitrios Mallis, Kseniya Cherenkova, Anis Kacem, and Djamila Aouada · 2024
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A vision check-up for language models
Pratyusha Sharma, Tamar Rott Shaham, Manel Baradad, Stephanie Fu, Adrian Rodriguez-Munoz, Shivam Duggal, Phillip Isola, and Antonio Torralba · 2024
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Img2cad: Reverse engineering 3d cad models from images through vlm-assisted conditional factorization
Yang You, Mikaela Angelina Uy, Jiaqi Han, Rahul Thomas, Haotong Zhang, Suya You, and Leonidas Guibas · 2024
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Cadtalk: An algorithm and benchmark for semantic commenting of cad programs
Haocheng Yuan, Jing Xu, Hao Pan, Adrien Bousseau, Niloy J. Mitra, and Changjian Li · 2024
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Picasso: A feed-forward framework for parametric inference of cad sketches via rendering self-supervision
Ahmet Serdar Karadeniz, Dimitrios Mallis, Nesryne Mejri, Kseniya Cherenkova, Anis Kacem, and Djamila Aouada · 2025
Closest in time.