Title
GACO-CAD: Geometry-Augmented and Conciseness-Optimized CAD Model Generation from Single Image Y. Wang Xinyu Zhang Peng Du 40 0 0 20 Oct 2025
CReFT-CAD: Boosting Orthographic Projection Reasoning for CAD via Reinforcement Fine-Tuning Ke Niu Z. Chen Haiyang Yu Yuwen Chen Teng Fu Mengyang Zhao Bin Li Xiangyang Xue 219 2 0 31 May 2025
ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization Wenhao Shen Wanqi Yin Xiaofeng Yang Cheng Chen Chaoyue Song Zhongang Cai Lei Yang Hao Wang Guosheng Lin 469 2 0 15 May 2025
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
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
MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction ModelNeural Information Processing Systems (NeurIPS), 2024 Minghua Liu Chong Zeng Xinyue Wei Ruoxi Shi Linghao Chen ... Zhaoning Wang Xiaoshuai Zhang Isabella Liu Hongzhi Wu Hao Su 352 51 0 19 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
Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D PriorComputer Vision and Pattern Recognition (CVPR), 2024 Cheng Chen Xiaofeng Yang Fan Yang Chengzeng Feng Zhoujie Fu Chuan-Sheng Foo Guosheng Lin Fayao Liu 232 27 0 14 Mar 2024
TripoSR: Fast 3D Object Reconstruction from a Single Image Dmitry Tochilkin David Pankratz Zexiang Liu Zixuan Huang Adam Letts Yangguang Li Ding Liang Christian Laforte Varun Jampani Yan-Pei Cao 276 206 0 04 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
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
MeshGPT: Generating Triangle Meshes with Decoder-Only TransformersComputer Vision and Pattern Recognition (CVPR), 2023 Yawar Siddiqui A. Alliegro Alexey Artemov Tatiana Tommasi Daniele Sirigatti Vladislav Rosov Angela Dai Matthias Nießner 162 200 0 27 Nov 2023
Diffusion Model Alignment Using Direct Preference OptimizationComputer Vision and Pattern Recognition (CVPR), 2023 Bram Wallace Meihua Dang Rafael Rafailov Linqi Zhou Aaron Lou Senthil Purushwalkam Stefano Ermon Caiming Xiong Shafiq Joty Nikhil Naik EGVM 397 474 0 21 Nov 2023
LRM: Large Reconstruction Model for Single Image to 3D Yicong Hong Kai Zhang Jiuxiang Gu Sai Bi Yang Zhou Difan Liu Feng Liu Kalyan Sunkavalli Trung Bui Hao Tan 3DV 3DH 413 654 0 08 Nov 2023
Wonder3D: Single Image to 3D using Cross-Domain DiffusionComputer Vision and Pattern Recognition (CVPR), 2023 Xiaoxiao Long Yuanchen Guo Cheng Lin Yuan Liu Bushi Liu ... Yuexin Ma Song-Hai Zhang Marc Habermann Christian Theobalt Wenping Wang 330 628 0 23 Oct 2023
IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models Hu Ye Jun Zhang Siyi Liu Xiao Han Wei Yang DiffM 291 1,190 0 13 Aug 2023
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single ImageIEEE International Conference on Computer Vision (ICCV), 2023 Wei Yin Chi Zhang Hao Chen Yong Deng Gang Yu Kaixuan Wang Xiaozhi Chen Chunhua Shen MDE 331 299 0 20 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 64 0 30 Jun 2023
One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape OptimizationNeural Information Processing Systems (NeurIPS), 2023 Minghua Liu Chao Xu Haian Jin Ling-Hao Chen T. MukundVarma Zexiang Xu Hao Su 293 602 0 29 Jun 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward ModelNeural Information Processing Systems (NeurIPS), 2023 Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 739 6,327 0 29 May 2023
TAPS3D: Text-Guided 3D Textured Shape Generation from Pseudo SupervisionComputer Vision and Pattern Recognition (CVPR), 2023 Jiacheng Wei Hao Wang Jiashi Feng Guosheng Lin Kim-Hui Yap 135 38 0 23 Mar 2023
Zero-1-to-3: Zero-shot One Image to 3D ObjectIEEE International Conference on Computer Vision (ICCV), 2023 Ruoshi Liu Rundi Wu Basile Van Hoorick P. Tokmakov Sergey Zakharov Carl Vondrick DiffM 295 1,446 0 20 Mar 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 164 49 0 19 Mar 2023
Diffusion-SDF: Conditional Generative Modeling of Signed Distance FunctionsIEEE International Conference on Computer Vision (ICCV), 2022 Gene Chou Yuval Bahat Felix Heide DiffM 252 147 0 24 Nov 2022
DreamFusion: Text-to-3D using 2D DiffusionInternational Conference on Learning Representations (ICLR), 2022 Ben Poole Ajay Jain Jonathan T. Barron B. Mildenhall 698 3,069 0 29 Sep 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 171 102 0 11 Jul 2022
UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual DialogComputer Vision and Pattern Recognition (CVPR), 2022 Cheng Chen Yudong Zhu Zhenshan Tan Qingrong Cheng Xin Jiang Qun Liu X. Gu 182 42 0 01 May 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 803 8,126 0 13 Apr 2022
Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback Yuntao Bai Andy Jones Kamal Ndousse Amanda Askell Anna Chen ... Jack Clark Sam McCandlish C. Olah Benjamin Mann Jared Kaplan 741 3,383 0 12 Apr 2022
High-Resolution Image Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2021 Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer DiffM 1.3K 20,333 0 20 Dec 2021
DeepCAD: A Deep Generative Network for Computer-Aided Design ModelsIEEE International Conference on Computer Vision (ICCV), 2021 Rundi Wu Chang Xiao Changxi Zheng 3DPC 292 225 0 20 May 2021
RoFormer: Enhanced Transformer with Rotary Position Embedding Jianlin Su Yu Lu Shengfeng Pan Ahmed Murtadha Bo Wen Yunfeng Liu 721 3,733 0 20 Apr 2021
Engineering Sketch Generation for Computer-Aided Design Karl D. D. Willis P. Jayaraman Joseph G. Lambourne Hang Chu Yewen Pu 3DV 240 73 0 19 Apr 2021
Inferring CAD Modeling Sequences Using Zone GraphsComputer Vision and Pattern Recognition (CVPR), 2021 Xianghao Xu Wenzhe Peng Chin-Yi Cheng Karl D. D. Willis Daniel E. Ritchie 3DPC AI4CE 146 73 0 30 Mar 2021
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 4.0K 24,746 0 19 Jun 2020
PointFlow: 3D Point Cloud Generation with Continuous Normalizing FlowsIEEE International Conference on Computer Vision (ICCV), 2019 Guandao Yang Xun Huang Jinwei Gu Ming-Yuan Liu Serge J. Belongie Bharath Hariharan 3DPC 418 743 0 28 Jun 2019
Attention Is All You NeedNeural Information Processing Systems (NeurIPS), 2017 Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 2.4K 157,232 0 12 Jun 2017