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DeepCAD: A Deep Generative Network for Computer-Aided Design Models

IEEE International Conference on Computer Vision (ICCV), 2021

20 May 2021

Papers citing "DeepCAD: A Deep Generative Network for Computer-Aided Design Models"

50 / 142 papers shown

Title
GaussianCAD: Robust Self-Supervised CAD Reconstruction from Three Orthographic Views Using 3D Gaussian Splatting Zheng Zhou Zhe Li Bo Yu Lina Hu Liang Dong ... Xiaoli Liu N. Xu Zehao Wang Yonghao Dang Jianqin Yin 3DGS 3DV 137 1 0 07 Mar 2025
Learning Object Placement Programs for Indoor Scene Synthesis with Iterative Self Training Adrian Chang Kai Wang Yuanbo Li Manolis Savva Angel X. Chang Daniel E. Ritchie 189 0 0 06 Mar 2025
ArcPro: Architectural Programs for Structured 3D Abstraction of Sparse PointsComputer Vision and Pattern Recognition (CVPR), 2025 Qingming Huang Runze Zhang Kangjun Liu Minglun Gong Hao Zhang Hui Huang 3DPC AI4CE 190 3 0 04 Mar 2025
Revisiting CAD Model Generation by Learning Raster SketchAAAI Conference on Artificial Intelligence (AAAI), 2025 Pu Li Wenhao Zhang Jianwei Guo Jinglu Chen Dong-Ming Yan 3DV 140 4 0 02 Mar 2025
CADDreamer: CAD Object Generation from Single-view ImagesComputer Vision and Pattern Recognition (CVPR), 2025 Yuan Li Cheng Lin Yuan Liu Xiaoxiao Long Chenxu Zhang Ningna Wang Xin Li Wenping Wang X. Guo DiffM 271 8 0 28 Feb 2025
ShapeLib: Designing a library of programmatic 3D shape abstractions with Large Language Models R. K. Jones Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 198 0 0 13 Feb 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 481 9 0 06 Feb 2025
CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMsAAAI Conference on Artificial Intelligence (AAAI), 2024 Siyu Wang Cailian Chen Xinyi Le Qimin Xu Lei Xu Yujiao Shi Jie Yang 3DV 420 20 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 471 14 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 801 1 0 22 Nov 2024
NeuroNURBS: Learning Efficient Surface Representations for 3D Solids Jiajie Fan Babak Gholami Thomas Bäck Hao Wang AI4CE 3DV 134 3 0 16 Nov 2024
CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM Jingwei Xu Chenyu Wang Zibo Zhao Wen Liu Yi-An Ma Shenghua Gao 306 33 0 07 Nov 2024
FlexCAD: Unified and Versatile Controllable CAD Generation with Fine-tuned Large Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Zhanwei Zhang Shizhao Sun Wenxiao Wang Xiaofei He Jiang Bian AI4CE 376 12 0 05 Nov 2024
DAVINCI: A Single-Stage Architecture for Constrained CAD Sketch InferenceBritish Machine Vision Conference (BMVC), 2024 Ahmet Serdar Karadeniz Dimitrios Mallis Nesryne Mejri K. Cherenkova Anis Kacem Djamila Aouada 3DV 252 5 0 30 Oct 2024
Generating CAD Code with Vision-Language Models for 3D DesignsInternational Conference on Learning Representations (ICLR), 2024 Kamel Alrashedy Pradyumna Tambwekar Z. Zaidi Megan Langwasser Wei Xu Matthew Gombolay 211 22 0 07 Oct 2024
Img2CAD: Conditioned 3D CAD Model Generation from Single Image with Structured Visual GeometryIEEE Transactions on Industrial Informatics (IEEE TII), 2024 Tianrun Chen Chunan Yu Yuanqi Hu Jing Li Tao Xu ... Lanyun Zhu Ying Zang Yong Zhang Ziyue Li Linyun Sun 157 20 0 04 Oct 2024
CadVLM: Bridging Language and Vision in the Generation of Parametric CAD SketchesEuropean Conference on Computer Vision (ECCV), 2024 Sifan Wu Amir Khasahmadi Mor Katz P. Jayaraman Yewen Pu K. Willis Bang Liu 3DV 154 17 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 159 15 0 25 Sep 2024
GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priors Md Ferdous Alam Faez Ahmed DiffM 291 15 0 08 Sep 2024
Can Large Language Models Understand Symbolic Graphics Programs?International Conference on Learning Representations (ICLR), 2024 Zeju Qiu Weiyang Liu Haiwen Feng Zhen Liu Tim Z. Xiao Katherine M. Collins J. Tenenbaum Adrian Weller Michael J. Black Bernhard Schölkopf 503 26 0 15 Aug 2024
SceneMotifCoder: Example-driven Visual Program Learning for Generating 3D Object ArrangementsInternational Conference on 3D Vision (3DV), 2024 Hou In Ivan Tam Hou In Derek Pun Austin T. Wang Angel X. Chang Manolis Savva 346 15 0 05 Aug 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 Hansheng Chen Francis Engelmann Suya You Leonidas Guibas 186 20 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 190 15 0 17 Jul 2024
A Unified Differentiable Boolean Operator with Fuzzy Logic Hsueh-Ti Derek Liu Maneesh Agrawala Cem Yuksel Tim Omernick Vinith Misra Stefano Corazza Morgan McGuire Victor Zordan AI4CE 160 4 0 15 Jul 2024
Exploring the Potentials and Challenges of Deep Generative Models in Product Design Conception Phillip Mueller Lars Mikelsons AI4CE 318 5 0 15 Jul 2024
SweepNet: Unsupervised Learning Shape Abstraction via Neural Sweepers Mingrui Zhao Yizhi Wang Fenggen Yu Changqing Zou Ali Mahdavi-Amiri 169 3 0 08 Jul 2024
Parametric Primitive Analysis of CAD Sketches with Vision Transformer Xiaogang Wang Liang Wang Hongyu Wu Guoqiang Xiao Kai Xu 129 3 0 29 Jun 2024
Text2Robot: Evolutionary Robot Design from Text Descriptions Ryan P. Ringel Zachary S. Charlick Jiaxun Liu Boxi Xia Boyuan Chen 383 8 0 28 Jun 2024
MV2Cyl: Reconstructing 3D Extrusion Cylinders from Multi-View Images Eunji Hong Minh Hieu Nguyen Mikaela Angelina Uy Minhyuk Sung 3DPC 205 3 0 16 Jun 2024
Learning to Edit Visual Programs with Self-Supervision R. K. Jones Renhao Zhang Aditya Ganeshan Daniel E. Ritchie SSL 198 5 0 04 Jun 2024
FacAID: A Transformer Model for Neuro-Symbolic Facade Reconstruction Aleksander Płocharski Jan Swidzinski Joanna Porter-Sobieraj Przemyslaw Musialski 165 6 0 03 Jun 2024
Improved Convex Decomposition with Ensembling and Boolean Primitives Vaibhav Vavilala Florian Kluger Seemandhar Jain Bodo Rosenhahn Anand Bhattad David A. Forsyth OCL 337 5 0 29 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 171 2 0 24 May 2024
Large Language Model Agent as a Mechanical Designer Yayati Jadhav A. Farimani AI4CE LLMAG 392 20 0 26 Apr 2024
MaterialSeg3D: Segmenting Dense Materials from 2D Priors for 3D Assets Zeyu Li Ruitong Gan Chuanchen Luo Yuxi Wang Jiaheng Liu Ziwei Zhu Qing Li Xucheng Yin Zhaoxiang Zhang Junran Peng DiffM 205 2 0 22 Apr 2024
NeurCADRecon: Neural Representation for Reconstructing CAD Surfaces by Enforcing Zero Gaussian Curvature Qiujie Dong Rui-Xue Xu Pengfei Wang Shuangmin Chen Shiqing Xin Xiaohong Jia Wenping Wang Changhe Tu 3DV 155 19 0 20 Apr 2024
The Case for Developing a Foundation Model for Planning-like Tasks from Scratch Biplav Srivastava Vishal Pallagani LRM 136 3 0 06 Apr 2024
ContrastCAD: Contrastive Learning-based Representation Learning for Computer-Aided Design ModelsIEEE Access (IEEE Access), 2024 Minseop Jung Minseong Kim Jibum Kim 188 4 0 02 Apr 2024
SceneScript: Reconstructing Scenes With An Autoregressive Structured Language Model A. Avetisyan Christopher Xie Henry Howard-Jenkins Tsun-Yi Yang Samir Aroudj ... Campbell Orme Jakob Engel Edward Miller Richard Newcombe Vasileios Balntas LM&Ro 170 52 0 19 Mar 2024
Robust Shape Fitting for 3D Scene Abstraction Florian Kluger Eric Brachmann Michael Ying Yang Bodo Rosenhahn 3DV 3DPC 168 5 0 15 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 251 41 0 27 Feb 2024
Geometric Deep Learning for Computer-Aided Design: A Survey Negar Heidari Alexandros Iosifidis AI4CE 3DPC 3DV 279 9 0 27 Feb 2024
NITO: Neural Implicit Fields for Resolution-free Topology Optimization Amin Heyrani Nobari Giorgio Giannone Lyle Regenwetter Faez Ahmed AI4CE 207 5 0 07 Feb 2024
BrepGen: A B-rep Generative Diffusion Model with Structured Latent GeometryACM Transactions on Graphics (TOG), 2024 Xiang Xu Joseph G. Lambourne P. Jayaraman Zhengqing Wang Karl D. D. Willis Yasutaka Furukawa DiffM AI4CE 254 69 0 28 Jan 2024
Make-A-Shape: a Ten-Million-scale 3D Shape ModelInternational Conference on Machine Learning (ICML), 2024 Ka-Hei Hui Aditya Sanghi Arianna Rampini Kamal Rahimi Malekshan Zhengzhe Liu Hooman Shayani Chi-Wing Fu DiffM 292 27 0 20 Jan 2024
CADTalk: An Algorithm and Benchmark for Semantic Commenting of CAD ProgramsComputer Vision and Pattern Recognition (CVPR), 2023 Haocheng Yuan Jing Xu Hao Pan Adrien Bousseau Niloy J. Mitra Changjian Li 223 14 0 28 Nov 2023
A Generative Neural Network Approach for 3D Multi-Criteria Design Generation and Optimization of an Engine Mount for an Unmanned Air Vehicle Christoph Petroll Sebastian Eilermann Philipp Hoefer Oliver Niggemann 167 2 0 06 Nov 2023
3D Understanding of Deformable Linear Objects: Datasets and Transferability BenchmarkIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Bare Luka vZagar Tim Hertel Mingyu Liu Ekim Yurtsever Alois Knoll 3DPC 168 0 0 13 Oct 2023
P2CADNet: An End-to-End Reconstruction Network for Parametric 3D CAD Model from Point Clouds Zhihao Zong Fazhi He Rubin Fan Yuxin Liu 3DV 3DPC 107 1 0 04 Oct 2023
Improving Unsupervised Visual Program Inference with Code Rewriting FamiliesIEEE International Conference on Computer Vision (ICCV), 2023 Aditya Ganeshan R. K. Jones Daniel E. Ritchie 155 10 0 26 Sep 2023