ABC: A Big CAD Model Dataset For Geometric Deep Learning

15 December 2018

Papers citing "ABC: A Big CAD Model Dataset For Geometric Deep Learning"

50 / 96 papers shown

Title
CAD-Coder:Text-Guided CAD Files Code Generation Changqi He Shuhan Zhang Liguo Zhang Jiajun Miao 29 0 0 13 May 2025
Text-to-CadQuery: A New Paradigm for CAD Generation with Scalable Large Model Capabilities Haoyang Xie Feng Ju 23 0 0 10 May 2025
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
SGCR: Spherical Gaussians for Efficient 3D Curve Reconstruction Xinran Yang Donghao Ji Y. Li Jie Guo Yanwen Guo Junyuan Xie 3DGS 29 0 0 07 May 2025
Sparse Ellipsoidal Radial Basis Function Network for Point Cloud Surface Representation Bobo Lian Dandan Wang Chenjian Wu Minxin Chen 3DPC 36 0 0 05 May 2025
On the effectiveness of Large Language Models in the mechanical design domain Daniele Grandi Fabian Riquelme 24 0 0 02 May 2025
A Domain Adaptation of Large Language Models for Classifying Mechanical Assembly Components Fatemeh Elhambakhsh Daniele Grandi Hyunwoong Ko AI4CE 27 0 0 02 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 66 0 0 29 Apr 2025
CLR-Wire: Towards Continuous Latent Representations for 3D Curve Wireframe Generation Xueqi Ma Y. Liu Tianlong Gao Q. Huang Hui Huang 3DV AI4CE 42 0 0 27 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 25 0 0 19 Apr 2025
MatchMaker: Automated Asset Generation for Robotic Assembly Yian Wang Bingjie Tang Chuang Gan Dieter Fox Kaichun Mo Yashraj S. Narang Iretiayo Akinola 53 0 0 07 Mar 2025
CADDreamer: CAD Object Generation from Single-view Images Yuan Li Cheng Lin Yuan Liu Xiaoxiao Long Chenxu Zhang Ningna Wang Xin Li Wenping Wang X. Guo DiffM 73 1 0 28 Feb 2025
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 175 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 55 13 0 07 Nov 2024
SpaceMesh: A Continuous Representation for Learning Manifold Surface Meshes Tianchang Shen Zheng Li Marc Law Matan Atzmon Sanja Fidler James Lucas Jun Gao Nicholas Sharp 3DH 26 3 0 30 Sep 2024
EdgeGaussians -- 3D Edge Mapping via Gaussian Splatting Kunal Chelani Assia Benbihi Torsten Sattler Fredrik Kahl 3DGS 35 2 0 19 Sep 2024
QueryCAD: Grounded Question Answering for CAD Models Claudius Kienle Benjamin Alt Darko Katic Rainer Jäkel Jan Peters 25 2 0 13 Sep 2024
GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priors Md Ferdous Alam Faez Ahmed DiffM 33 5 0 08 Sep 2024
Implicit Filtering for Learning Neural Signed Distance Functions from 3D Point Clouds Shengtao Li G. Gao Yudong Liu M. Gu Yu-Shen Liu 3DPC 43 4 0 18 Jul 2024
Rethinking Data Input for Point Cloud Upsampling Tongxu Zhang 3DPC 49 1 0 05 Jul 2024
Odd-One-Out: Anomaly Detection by Comparing with Neighbors A. Bhunia Changjian Li Hakan Bilen 60 0 0 28 Jun 2024
MV2Cyl: Reconstructing 3D Extrusion Cylinders from Multi-View Images Eunji Hong Minh Hieu Nguyen Mikaela Angelina Uy Minhyuk Sung 3DPC 40 1 0 16 Jun 2024
A Hessian-Based Field Deformer for Real-Time Topology-Aware Shape Editing Yunxiao Zhang Zixiong Wang Zihan Zhao Rui-Xue Xu Shuangmin Chen Shiqing Xin Wenping Wang Changhe Tu 16 1 0 13 May 2024
Efficient End-to-End Detection of 6-DoF Grasps for Robotic Bin Picking Yushi Liu Alexander Qualmann Zehao Yu Miroslav Gabriel Philipp Schillinger Markus Spies Ngo Anh Vien Andreas Geiger 39 4 0 10 May 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 36 2 0 20 Apr 2024
Few-shot point cloud reconstruction and denoising via learned Guassian splats renderings and fine-tuned diffusion features Pietro Bonazzi Marie-Julie Rakatosaona Marco Cannici Federico Tombari Davide Scaramuzza 26 0 0 01 Apr 2024
Oriented-grid Encoder for 3D Implicit Representations Arihant Gaur Goncalo Dias Pais Pedro Miraldo 30 0 0 09 Feb 2024
Polyhedral Surface: Self-supervised Point Cloud Reconstruction Based on Polyhedral Surface Hui Tian Kai Xu 3DPC 51 0 0 23 Oct 2023
iPUNet:Iterative Cross Field Guided Point Cloud Upsampling Guangshun Wei Hao Pan Shaojie Zhuang Yuanfeng Zhou Changjian Li 3DPC 29 5 0 13 Oct 2023
3D Understanding of Deformable Linear Objects: Datasets and Transferability Benchmark Bare Luka vZagar Tim Hertel Mingyu Liu Ekim Yurtsever Alois C. Knoll 3DPC 23 0 0 13 Oct 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
VoroMesh: Learning Watertight Surface Meshes with Voronoi Diagrams Nissim Maruani Roman Klokov M. Ovsjanikov Pierre Alliez Mathieu Desbrun 3DV 22 17 0 28 Aug 2023
Patch-Grid: An Efficient and Feature-Preserving Neural Implicit Surface Representation Guying Lin Lei Yang Congyi Zhang Hao Pan Yuhan Ping Guodong Wei Taku Komura John Keyser Wenping Wang 20 7 0 26 Aug 2023
PlankAssembly: Robust 3D Reconstruction from Three Orthographic Views with Learnt Shape Programs Wentao Hu Jia Zheng Zixin Zhang Xiaojun Yuan Jian Yin Zihan Zhou 3DV 27 4 0 10 Aug 2023
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs Adam D. Cobb Anirban Roy Daniel Elenius F. M. Heim Brian Swenson ... Theodore Bapty Joseph Hite K. Ramani Christopher McComb Susmit Jha 20 7 0 08 Jun 2023
Optimizing CAD Models with Latent Space Manipulation J. Elstner Raoul Schönhof Steffen Tauber Marco F. Huber 37 0 0 09 Mar 2023
IKEA-Manual: Seeing Shape Assembly Step by Step Ruocheng Wang Yunzhi Zhang Jiayuan Mao Ran Zhang Chin-Yi Cheng Jiajun Wu 3DV 24 17 0 03 Feb 2023
Sim2real Transfer Learning for Point Cloud Segmentation: An Industrial Application Case on Autonomous Disassembly Chengzhi Wu Xuelei Bi Julius Pfrommer Alexander Cebulla Simon Mangold Jürgen Beyerer 3DPC 19 20 0 12 Jan 2023
SynMotor: A Benchmark Suite for Object Attribute Regression and Multi-task Learning Chengzhi Wu Linxi Qiu Kanran Zhou Julius Pfrommer Jürgen Beyerer 29 1 0 11 Jan 2023
MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors Chengzhi Wu Kanran Zhou Jan-Philipp Kaiser Norbert Mitschke Jan F. Klein Julius Pfrommer Jürgen Beyerer G. Lanza M. Heizmann K. Furmans AI4CE 25 7 0 11 Jan 2023
Objaverse: A Universe of Annotated 3D Objects Matt Deitke Dustin Schwenk Jordi Salvador Luca Weihs Oscar Michel Eli VanderBilt Ludwig Schmidt Kiana Ehsani Aniruddha Kembhavi Ali Farhadi 29 884 0 15 Dec 2022
Learning Physically Realizable Skills for Online Packing of General 3D Shapes Hang Zhao Zherong Pan Yang Yu Kai Xu OffRL 34 13 0 05 Dec 2022
Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation Haochen Wang Xiaodan Du Jiahao Li Raymond A. Yeh Gregory Shakhnarovich DiffM 57 527 0 01 Dec 2022
Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization Stefan Stojanov Anh Thai Zixuan Huang James M. Rehg 31 1 0 28 Nov 2022
What's the Situation with Intelligent Mesh Generation: A Survey and Perspectives Na Lei Zezeng Li Zebin Xu Ying Li X. Gu AI4CE 19 20 0 11 Nov 2022
Assemble Them All: Physics-Based Planning for Generalizable Assembly by Disassembly Yunsheng Tian Jie Xu Yichen Li Jieliang Luo Shinjiro Sueda Hui Li Karl D. D. Willis Wojciech Matusik 32 17 0 08 Nov 2022
BoundED: Neural Boundary and Edge Detection in 3D Point Clouds via Local Neighborhood Statistics Lukas Bode Michael Weinmann Reinhard Klein University of Bonn 3DPC 27 8 0 24 Oct 2022
3DALL-E: Integrating Text-to-Image AI in 3D Design Workflows Vivian Liu Jo Vermeulen G. Fitzmaurice Justin Matejka HAI 30 117 0 20 Oct 2022
Self-Supervised Representation Learning for CAD Benjamin T. Jones Michael Hu Vladimir G. Kim Adriana Schulz SSL AI4CE 26 18 0 19 Oct 2022
Uncertainty-Driven Active Vision for Implicit Scene Reconstruction Edward James Smith M. Drozdzal Derek Nowrouzezahrai D. Meger Adriana Romero Soriano 59 9 0 03 Oct 2022