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 / 108 papers shown

Title
CAD-Coder:Text-Guided CAD Files Code Generation Changqi He Shuhan Zhang Liguo Zhang Jiajun Miao 34 0 0 13 May 2025
Large Language Models for Computer-Aided Design: A Survey Licheng Zhang Bach Le Naveed Akhtar Siew-Kei Lam Tuan Ngo 3DV AI4CE 45 0 0 13 May 2025
Text-to-CadQuery: A New Paradigm for CAD Generation with Scalable Large Model Capabilities Haoyang Xie Feng Ju 26 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 You 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
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
On the effectiveness of Large Language Models in the mechanical design domain Daniele Grandi Fabian Riquelme 29 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 75 0 0 29 Apr 2025
CLR-Wire: Towards Continuous Latent Representations for 3D Curve Wireframe Generation Xueqi Ma Yong Liu Tianlong Gao Qingming 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 28 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 55 0 0 07 Mar 2025
ArcPro: Architectural Programs for Structured 3D Abstraction of Sparse Points Qingming Huang Runze Zhang Kangjun Liu Minglun Gong Hao Zhang Hui Huang 3DPC AI4CE 80 0 0 04 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 76 1 0 28 Feb 2025
Shape from Semantics: 3D Shape Generation from Multi-View Semantics Liangchen Li Caoliwen Wang Yuqi Zhou Bailin Deng Juyong Zhang 3DV 37 0 0 01 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 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
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 29 3 0 30 Sep 2024
EdgeGaussians -- 3D Edge Mapping via Gaussian Splatting Kunal Chelani Assia Benbihi Torsten Sattler Fredrik Kahl 3DGS 46 2 0 19 Sep 2024
QueryCAD: Grounded Question Answering for CAD Models Claudius Kienle Benjamin Alt Darko Katic Rainer Jäkel Jan Peters 38 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 41 6 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 47 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 75 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 43 1 0 16 Jun 2024
Split-and-Fit: Learning B-Reps via Structure-Aware Voronoi Partitioning Yilin Liu Jiale Chen Shanshan Pan Daniel Cohen-Or Hao Zhang Hui Huang 3DPC 41 5 0 07 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 24 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 44 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 51 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 29 0 0 01 Apr 2024
LFS-Aware Surface Reconstruction from Unoriented 3D Point Clouds Rao Fu Kai Hormann Pierre Alliez 40 2 0 20 Mar 2024
Oriented-grid Encoder for 3D Implicit Representations Arihant Gaur Goncalo Dias Pais Pedro Miraldo 37 0 0 09 Feb 2024
Topology-Aware Latent Diffusion for 3D Shape Generation Jiangbei Hu Ben Fei Baixin Xu Fei Hou Weidong Yang Shengfa Wang Na Lei Chen Qian Ying He 45 7 0 31 Jan 2024
CNC-Net: Self-Supervised Learning for CNC Machining Operations Mohsen Yavartanoo Sangmin Hong Reyhaneh Neshatavar Kyoung Mu Lee SSL 23 2 0 15 Dec 2023
Polyhedral Surface: Self-supervised Point Cloud Reconstruction Based on Polyhedral Surface Hui Tian Kai Xu 3DPC 58 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 Knoll 3DPC 30 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 30 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 43 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
CN-DHF: Compact Neural Double Height-Field Representations of 3D Shapes Eric Hedlin Jinfan Yang Nicholas Vining K. M. Yi Alla Sheffer 11 0 0 29 Mar 2023
Optimizing CAD Models with Latent Space Manipulation J. Elstner Raoul Schönhof Steffen Tauber Marco F. Huber 42 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 37 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 27 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 37 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 33 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 31 892 0 15 Dec 2022
Learning Physically Realizable Skills for Online Packing of General 3D Shapes Hang Zhao Zherong Pan Yang Yu Kai Xu OffRL 37 14 0 05 Dec 2022