Hierarchical Neural Coding for Controllable CAD Model Generation

30 June 2023

Xiang Xu

P. Jayaraman

Joseph G. Lambourne

Karl D. D. Willis

Yasutaka Furukawa

ArXiv PDF HTML

Papers citing "Hierarchical Neural Coding for Controllable CAD Model Generation"

35 / 35 papers shown

Title
CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation Jiahao Li Weijian Ma Xueyang Li Yunzhong Lou G. Zhou Xiangdong Zhou 34 0 0 07 May 2025
Point2Primitive: CAD Reconstruction from Point Cloud by Direct Primitive Prediction Cheng Wang Xinzhu Ma Bin Wang Shixiang Tang Yuan Meng Ping Jiang 3DPC 175 0 0 04 May 2025
CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation Jianyu Wu Yizhou Wang Xiangyu Yue Xinzhu Ma J. Guo Dongzhan Zhou Wanli Ouyang Shixiang Tang 75 0 0 29 Apr 2025
HoLa: B-Rep Generation using a Holistic Latent Representation Yilin Liu Duoteng Xu Xingyao Yu Xiang Xu Daniel Cohen-Or Hao Zhang Hui Huang AI4CE 28 0 0 19 Apr 2025
Aligning Constraint Generation with Design Intent in Parametric CAD Evan Casey Tianyu Zhang Shu Ishida John Roger Thompson Amir Hosein Khasahmadi Joseph George Lambourne P. Jayaraman K. Willis 38 0 0 17 Apr 2025
CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images Cheng Chen Jiacheng Wei Tianrun Chen Chi Zhang Xiaofeng Yang ... Bingchen Yang Chuan-Sheng Foo Guosheng Lin Qixing Huang Fayao Liu 49 1 0 07 Apr 2025
RLCAD: Reinforcement Learning Training Gym for Revolution Involved CAD Command Sequence Generation Xiaolong Yin Xingyu Lu Jiahang Shen Jingzhe Ni Hailong Li Ruofeng Tong Min Tang Peng Du 3DV 38 0 0 24 Mar 2025
DTGBrepGen: A Novel B-rep Generative Model through Decoupling Topology and Geometry Jing Li Yihang Fu Falai Chen AI4CE 55 0 0 17 Mar 2025
Revisiting CAD Model Generation by Learning Raster Sketch Pu Li Wenhao Zhang Jianwei Guo Jinglu Chen Dong-Ming Yan 3DV 39 0 0 02 Mar 2025
CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing Yu Yuan Shizhao Sun Qi Liu Jiang Bian 111 0 0 06 Feb 2025
CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs Siyu Wang Cailian Chen Xinyi Le Qimin Xu Lei Xu Yuyao Zhang Jie Yang 3DV 50 2 0 27 Dec 2024
CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers Dimitrios Mallis Ahmet Serdar Karadeniz Sebastian Cavada Danila Rukhovich Niki Maria Foteinopoulou K. Cherenkova Anis Kacem Djamila Aouada 79 3 0 18 Dec 2024
Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Maximilian Mews Ansar Aynetdinov Vivian Schiller Peter Eisert Alan Akbik 3DV AI4CE 252 0 0 22 Nov 2024
CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM Jingwei Xu Chenyu Wang Zibo Zhao Wen Liu Yi Ma Shenghua Gao 58 13 0 07 Nov 2024
FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language Models Zhanwei Zhang Shizhao Sun Wenxiao Wang D. Cai Jiang Bian AI4CE 41 1 0 05 Nov 2024
Img2CAD: Conditioned 3D CAD Model Generation from Single Image with Structured Visual Geometry Tianrun Chen Chunan Yu Yuanqi Hu Jing Li Tao Xu ... Lanyun Zhu Ying Zang Yong Zhang Ziyue Li Linyun Sun 39 9 0 04 Oct 2024
CadVLM: Bridging Language and Vision in the Generation of Parametric CAD Sketches Sifan Wu Amir Khasahmadi Mor Katz P. Jayaraman Yewen Pu K. Willis Bang Liu 3DV 31 6 0 26 Sep 2024
Text2CAD: Generating Sequential CAD Models from Beginner-to-Expert Level Text Prompts Mohammad Sadil Khan Sankalp Sinha Talha Uddin Sheikh Didier Stricker Sk Aziz Ali Muhammad Zeshan Afzal 39 11 0 25 Sep 2024
Img2CAD: Reverse Engineering 3D CAD Models from Images through VLM-Assisted Conditional Factorization R. Shams Mikaela Angelina Uy Jiaqi Han Rahul Thomas Haotong Zhang Muneera Bano Leonidas J. Guibas 55 10 0 19 Jul 2024
TransCAD: A Hierarchical Transformer for CAD Sequence Inference from Point Clouds Elona Dupont K. Cherenkova Dimitrios Mallis Gleb Gusev Anis Kacem Djamila Aouada 3DPC 39 5 0 17 Jul 2024
MV2Cyl: Reconstructing 3D Extrusion Cylinders from Multi-View Images Eunji Hong Minh Hieu Nguyen Mikaela Angelina Uy Minhyuk Sung 3DPC 43 1 0 16 Jun 2024
Luban: Building Open-Ended Creative Agents via Autonomous Embodied Verification Yuxuan Guo Shaohui Peng Jiaming Guo Di Huang Xishan Zhang ... Zihao Zhang Zidong Du Qi Guo Xingui Hu Yunji Chen 32 4 0 24 May 2024
PS-CAD: Local Geometry Guidance via Prompting and Selection for CAD Reconstruction Bingchen Yang Haiyong Jiang Hao Pan Peter Wonka Jun Xiao Guosheng Lin 3DV 40 0 0 24 May 2024
Generative Design through Quality-Diversity Data Synthesis and Language Models Adam Gaier James Stoddart Lorenzo Villaggi Shyam Sudhakaran 43 1 0 16 May 2024
ContrastCAD: Contrastive Learning-based Representation Learning for Computer-Aided Design Models Minseop Jung Minseong Kim Jibum Kim 37 3 0 02 Apr 2024
Detecting Generative Parroting through Overfitting Masked Autoencoders Saeid Asgari Taghanaki Joseph Lambourne 41 1 0 27 Mar 2024
CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention Mohammad Sadil Khan Elona Dupont Sk Aziz Ali K. Cherenkova Anis Kacem Djamila Aouada 3DV 3DPC 52 20 0 27 Feb 2024
BrepGen: A B-rep Generative Diffusion Model with Structured Latent Geometry Xiang Xu Joseph G. Lambourne P. Jayaraman Zhengqing Wang Karl D. D. Willis Yasutaka Furukawa DiffM AI4CE 36 34 0 28 Jan 2024
CADTalk: An Algorithm and Benchmark for Semantic Commenting of CAD Programs Haocheng Yuan Jing Xu Hao Pan Adrien Bousseau Niloy J. Mitra Changjian Li 25 8 0 28 Nov 2023
SHARP Challenge 2023: Solving CAD History and pArameters Recovery from Point clouds and 3D scans. Overview, Datasets, Metrics, and Baselines Dimitrios Mallis Sk Aziz Ali Elona Dupont K. Cherenkova Ahmet Serdar Karadeniz Mohammad Sadil Khan Anis Kacem Gleb Gusev Djamila Aouada 3DPC 30 11 0 30 Aug 2023
IconShop: Text-Guided Vector Icon Synthesis with Autoregressive Transformers Rong Wu Wanchao Su Kede Ma Jing Liao 35 34 0 27 Apr 2023
ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing Daxuan Ren Jianmin Zheng Jianfei Cai Jiatong Li Junzhe Zhang 3DPC 51 36 0 30 Sep 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 322 7,481 0 11 Nov 2021
Computer-Aided Design as Language Yaroslav Ganin Sergey Bartunov Yujia Li E. Keller Stefano Saliceti 3DV 104 90 0 06 May 2021
Engineering Sketch Generation for Computer-Aided Design Karl D. D. Willis P. Jayaraman Joseph G. Lambourne Hang Chu Yewen Pu 3DV 113 62 0 19 Apr 2021