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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"

42 / 142 papers shown

Title
Editing Motion Graphics Video via Motion Vectorization and TransformationACM Transactions on Graphics (TOG), 2023 Sharon Zhang Jiaju Ma Jiajun Wu Daniel E. Ritchie Maneesh Agrawala VGen 155 14 0 26 Sep 2023
Automatic Reverse Engineering: Creating computer-aided design (CAD) models from multi-view images Henrik Jobczyk H. Homann 3DV 142 4 0 23 Sep 2023
Holistic Geometric Feature Learning for Structured ReconstructionIEEE International Conference on Computer Vision (ICCV), 2023 Ziqiong Lu Linxi Huan Qiyuan Ma Xianwei Zheng 143 2 0 18 Sep 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 213 15 0 30 Aug 2023
AI-Generated Content (AIGC) for Various Data Modalities: A SurveyACM Computing Surveys (ACM Comput. Surv.), 2023 Lin Geng Foo Hossein Rahmani Jing Liu 664 43 0 27 Aug 2023
PlankAssembly: Robust 3D Reconstruction from Three Orthographic Views with Learnt Shape ProgramsIEEE International Conference on Computer Vision (ICCV), 2023 Wentao Hu Jia Zheng Zixin Zhang Xiaojun Yuan Jian Yin Zihan Zhou 3DV 140 9 0 10 Aug 2023
PPI-NET: End-to-End Parametric Primitive InferenceComputer Graphics International Conference (CGI), 2023 Liang Wang Xiaogang Wang 140 1 0 03 Aug 2023
EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory ForecastingIEEE International Conference on Computer Vision (ICCV), 2023 Inhwan Bae Jean Oh Hae-Gon Jeon 213 57 0 18 Jul 2023
Sketch-A-Shape: Zero-Shot Sketch-to-3D Shape Generation Aditya Sanghi P. Jayaraman Arianna Rampini Joseph Lambourne Hooman Shayani Evan Atherton Saeid Asgari Taghanaki 3DV 227 18 0 08 Jul 2023
Hierarchical Neural Coding for Controllable CAD Model GenerationInternational Conference on Machine Learning (ICML), 2023 Xiang Xu P. Jayaraman Joseph G. Lambourne Karl D. D. Willis Yasutaka Furukawa 201 66 0 30 Jun 2023
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle DesignsNeural Information Processing Systems (NeurIPS), 2023 Adam D. Cobb Anirban Roy Daniel Elenius F. M. Heim Brian Swenson ... Theodore Bapty Joseph Hite K. Ramani Christopher McComb Susmit Jha 151 14 0 08 Jun 2023
A Meta-Generation framework for Industrial System Generation Fouad Oubari Raphael Meunier Rodrigue Décatoire Mathilde Mougeot AI4CE 240 0 0 08 Jun 2023
B-rep Matching for Collaborating Across CAD SystemsACM Transactions on Graphics (TOG), 2023 Benjamin T. Jones James Noeckel Milin Kodnongbua Ilya Baran Adriana Schulz 143 1 0 05 Jun 2023
Sin3DM: Learning a Diffusion Model from a Single 3D Textured ShapeInternational Conference on Learning Representations (ICLR), 2023 Rundi Wu Ruoshi Liu Carl Vondrick Changxi Zheng DiffM 270 30 0 24 May 2023
ShapeCoder: Discovering Abstractions for Visual Programs from Unstructured PrimitivesACM Transactions on Graphics (TOG), 2023 R. K. Jones Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 179 33 0 09 May 2023
A Survey of Methods for Converting Unstructured Data to CSG Models Pierre-Alain Fayolle Markus Friedrich 3DPC 3DV 163 12 0 02 May 2023
Neurosymbolic Models for Computer Graphics Daniel E. Ritchie Paul Guerrero R. K. Jones Niloy J. Mitra Adriana Schulz Karl D. D. Willis Jiajun Wu 3DV 182 36 0 20 Apr 2023
SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude OperationsComputer Vision and Pattern Recognition (CVPR), 2023 Pu Li Jianwei Guo Xiaopeng Zhang Dongming Yan SSL 3DV 3DPC 176 51 0 19 Mar 2023
Category-Level Multi-Part Multi-Joint 3D Shape AssemblyComputer Vision and Pattern Recognition (CVPR), 2023 Yichen Li Kaichun Mo Yueqi Duan He Wang Jiequan Zhang Lin Shao Wojciech Matusik Leonidas Guibas 233 19 0 10 Mar 2023
Optimizing CAD Models with Latent Space ManipulationProcedia CIRP (Procedia CIRP), 2023 J. Elstner Raoul Schönhof Steffen Tauber Marco F. Huber 169 0 0 09 Mar 2023
A Review of Deep Learning-Powered Mesh Reconstruction Methods Zhiqin Chen 3DV 247 6 0 06 Mar 2023
Reinforcement Learning for Block Decomposition of CAD Models Benjamin C. DiPrete R. Garimella Cristina Garcia-Cardona Navamita Ray 114 1 0 21 Feb 2023
D $^2$ CSG: Unsupervised Learning of Compact CSG Trees with Dual Complements and DropoutsNeural Information Processing Systems (NeurIPS), 2023 Fenggen Yu Qimin Chen Maham Tanveer Ali Mahdavi Amiri Hao Zhang 3DPC 260 42 0 27 Jan 2023
Objaverse: A Universe of Annotated 3D ObjectsComputer Vision and Pattern Recognition (CVPR), 2022 Matt Deitke Dustin Schwenk Jordi Salvador Luca Weihs Oscar Michel Eli VanderBilt Ludwig Schmidt Kiana Ehsani Aniruddha Kembhavi Ali Farhadi 436 1,319 0 15 Dec 2022
LoopDraw: a Loop-Based Autoregressive Model for Shape Synthesis and Editing Nam Anh Dinh Haochen Wang G. Shakhnarovich Rana Hanocka 218 2 0 09 Dec 2022
Discovering Design Concepts for CAD SketchesNeural Information Processing Systems (NeurIPS), 2022 Yuezhi Yang Hao Pan 199 14 0 26 Oct 2022
Self-Supervised Representation Learning for CADComputer Vision and Pattern Recognition (CVPR), 2022 Benjamin T. Jones Michael Hu Vladimir G. Kim Adriana Schulz SSL AI4CE 175 23 0 19 Oct 2022
ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape ParsingEuropean Conference on Computer Vision (ECCV), 2022 Daxuan Ren Jianmin Zheng Jianfei Cai Jiatong Li Junzhe Zhang 3DPC 183 47 0 30 Sep 2022
Implicit Conversion of Manifold B-Rep Solids by Neural Halfspace RepresentationACM Transactions on Graphics (TOG), 2022 Haoxiang Guo Yang Liu Hao Pan B. Guo AI4CE 154 11 0 21 Sep 2022
Reconstructing editable prismatic CAD from rounded voxel modelsACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2022 Joseph G. Lambourne Karl D. D. Willis P. Jayaraman Longfei Zhang Aditya Sanghi Kamal Rahimi Malekshan 240 50 0 02 Sep 2022
CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-RepresentationsInternational Conference on 3D Vision (3DV), 2022 Elona Dupont K. Cherenkova Anis Kacem Sk Aziz Ali Ilya Arzhannikov Gleb Gusev Djamila Aouada 3DPC 173 26 0 22 Aug 2022
Learning to Generate 3D Shapes from a Single ExampleACM Transactions on Graphics (TOG), 2022 Rundi Wu Changxi Zheng GAN 3DV 220 38 0 05 Aug 2022
SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled CodebooksInternational Conference on Machine Learning (ICML), 2022 Xiang Xu Karl D. D. Willis Joseph G. Lambourne Chin-Yi Cheng P. Jayaraman Yasutaka Furukawa 171 104 0 11 Jul 2022
MatFormer: A Generative Model for Procedural MaterialsACM Transactions on Graphics (TOG), 2022 Paul Guerrero Miloš Hašan Kalyan Sunkavalli R. Měch T. Boubekeur Niloy J. Mitra 244 27 0 03 Jul 2022
SolidGen: An Autoregressive Model for Direct B-rep Synthesis P. Jayaraman Joseph G. Lambourne Nishkrit Desai Karl D. D. Willis Aditya Sanghi Nigel Morris 287 67 0 26 Mar 2022
Neural Face Identification in a 2D Wireframe Projection of a Manifold ObjectComputer Vision and Pattern Recognition (CVPR), 2022 Kehan Wang Jia Zheng Zihan Zhou 3DV CVBM 3DH 137 22 0 08 Mar 2022
Point2Cyl: Reverse Engineering 3D Objects from Point Clouds to Extrusion Cylinders Mikaela Angelina Uy Yen-Yu Chang Minhyuk Sung Purvi Goel Joseph Lambourne Tolga Birdal Leonidas Guibas 3DPC 167 73 0 17 Dec 2021
JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints Karl D. D. Willis P. Jayaraman Hang Chu Yunsheng Tian Yifei Li ... Aditya Sanghi Linh-Tam Tran Joseph G. Lambourne Armando Solar-Lezama Wojciech Matusik 309 89 0 24 Nov 2021
Vitruvion: A Generative Model of Parametric CAD Sketches Ari Seff Wenda Zhou Nick Richardson Ryan P. Adams 217 80 0 29 Sep 2021
SketchGen: Generating Constrained CAD SketchesNeural Information Processing Systems (NeurIPS), 2021 W. Para S. Bhat Paul Guerrero Tom Kelly Niloy Mitra Leonidas Guibas Peter Wonka 3DV 250 88 0 04 Jun 2021
Computer-Aided Design as LanguageNeural Information Processing Systems (NeurIPS), 2021 Yaroslav Ganin Sergey Bartunov Yujia Li E. Keller Stefano Saliceti 3DV 267 109 0 06 May 2021
CAPRI-Net: Learning Compact CAD Shapes with Adaptive Primitive AssemblyComputer Vision and Pattern Recognition (CVPR), 2021 Fenggen Yu Zhiqin Chen Manyi Li Aditya Sanghi Hooman Shayani Ali Mahdavi-Amiri Hao Zhang 3DV 3DPC 176 81 0 12 Apr 2021