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3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion

Computer Vision and Pattern Recognition (CVPR), 2024

19 September 2024

Zhaoxi Chen

Jiaxiang Tang

Yuhao Dong

Ziang Cao

Fangzhou Hong

Yushi Lan

Tengfei Wang

Haozhe Xie

Tong Wu

Shunsuke Saito

Liang Pan

Dahua Lin

Ziwei Liu

ArXiv (abs)PDF HTML HuggingFace (22 upvotes)

Papers citing "3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion"

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Title
Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image Kailu Wu Fangfu Liu Zhihan Cai Runjie Yan Hanyang Wang Yating Hu Yueqi Duan Kaisheng Ma 285 114 0 30 May 2024
CLAY: A Controllable Large-scale Generative Model for Creating High-quality 3D Assets Longwen Zhang Ziyu Wang Qixuan Zhang Qiwei Qiu Anqi Pang Haoran Jiang Wei Yang Lan Xu Jingyi Yu DiffM AI4CE VGen 304 309 0 30 May 2024
Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion TransformerNeural Information Processing Systems (NeurIPS), 2024 Shuang Wu Youtian Lin Feihu Zhang Yifei Zeng Jingxi Xu Juil Sock Xun Cao Yao Yao 245 141 0 23 May 2024
Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise AttentionNeural Information Processing Systems (NeurIPS), 2024 Peng Li Yuan Liu Xiaoxiao Long Feihu Zhang Cheng Lin ... Wenhan Luo Ping Tan Wenping Wang Qi-fei Liu Yi-Ting Guo VGen 241 87 0 19 May 2024
GS-LRM: Large Reconstruction Model for 3D Gaussian Splatting Kai Zhang Sai Bi Hao Tan Yuanbo Xiangli Nanxuan Zhao Kalyan Sunkavalli Zexiang Xu 3DGS 267 234 0 30 Apr 2024
MeshLRM: Large Reconstruction Model for High-Quality Meshes Xinyue Wei Kai Zhang Sai Bi Hao Tan Fujun Luan Valentin Deschaintre Kalyan Sunkavalli Hao Su Zexiang Xu AI4CE 405 116 0 18 Apr 2024
InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models Jiale Xu Weihao Cheng Yiming Gao Xintao Wang Shenghua Gao Ying Shan 3DGS 366 339 0 10 Apr 2024
GRM: Large Gaussian Reconstruction Model for Efficient 3D Reconstruction and Generation Yinghao Xu Zifan Shi Wang Yifan Hansheng Chen Ceyuan Yang Sida Peng Yujun Shen Gordon Wetzstein 3DV 3DGS 322 254 0 21 Mar 2024
LN3DIFF++: Scalable Latent Neural Fields Diffusion for Speedy 3D GenerationEuropean Conference on Computer Vision (ECCV), 2024 Yushi Lan Fangzhou Hong Shuai Yang Shangchen Zhou Xuyi Meng Bo Dai Xingang Pan Chen Change Loy Xingang Pan Chen Change Loy 244 71 0 18 Mar 2024
CRM: Single Image to 3D Textured Mesh with Convolutional Reconstruction ModelEuropean Conference on Computer Vision (ECCV), 2024 Zhengyi Wang Yikai Wang Yifei Chen Chendong Xiang Shuo Chen Dajiang Yu Chongxuan Li Hang Su Jun Zhu 331 205 0 08 Mar 2024
3DTopia: Large Text-to-3D Generation Model with Hybrid Diffusion Priors Fangzhou Hong Jiaxiang Tang Ziang Cao Min Shi Tong Wu ... Shuai Yang Tengfei Wang Liang Pan Dahua Lin Ziwei Liu 210 78 0 04 Mar 2024
LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation Jiaxiang Tang Zhaoxi Chen Xiaokang Chen Tengfei Wang Gang Zeng Ziwei Liu 3DGS 3DV 318 596 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 258 71 0 28 Jan 2024
VolumeDiffusion: Flexible Text-to-3D Generation with Efficient Volumetric Encoder Zhicong Tang Shuyang Gu Chunyu Wang Ting Zhang Jianmin Bao DongDong Chen Baining Guo DiffM 171 35 0 18 Dec 2023
Mosaic-SDF for 3D Generative ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Lior Yariv Omri Puny Natalia Neverova Oran Gafni Y. Lipman 249 47 0 14 Dec 2023
Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with TransformersComputer Vision and Pattern Recognition (CVPR), 2023 Zi-Xin Zou Zhipeng Yu Yuanchen Guo Yangguang Li Ding Liang Yan-Pei Cao Song-Hai Zhang 3DGS 334 259 0 14 Dec 2023
PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation Zhaoxi Chen Fangzhou Hong Haiyi Mei Guangcong Wang Lei Yang Ziwei Liu 235 38 0 07 Dec 2023
ImageDream: Image-Prompt Multi-view Diffusion for 3D Generation Peng Wang Yichun Shi 188 249 0 02 Dec 2023
PF-LRM: Pose-Free Large Reconstruction Model for Joint Pose and Shape PredictionInternational Conference on Learning Representations (ICLR), 2023 Peng Wang Hao Tan Sai Bi Yinghao Xu Fujun Luan Kalyan Sunkavalli Wenping Wang Zexiang Xu Kai Zhang 234 150 0 20 Nov 2023
One-2-3-45++: Fast Single Image to 3D Objects with Consistent Multi-View Generation and 3D DiffusionComputer Vision and Pattern Recognition (CVPR), 2023 Minghua Liu Ruoxi Shi Linghao Chen Zhuoyang Zhang Chao Xu Xinyue Wei Hansheng Chen Chong Zeng Jiayuan Gu Hao Su 358 271 0 14 Nov 2023
Instant3D: Fast Text-to-3D with Sparse-View Generation and Large Reconstruction ModelInternational Conference on Learning Representations (ICLR), 2023 Jiahao Li Hao Tan Kai Zhang Zexiang Xu Fujun Luan Yinghao Xu Yicong Hong Kalyan Sunkavalli Greg Shakhnarovich Sai Bi 312 366 0 10 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 457 660 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 391 634 0 23 Oct 2023
DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content CreationInternational Conference on Learning Representations (ICLR), 2023 Jiaxiang Tang Jiawei Ren Hang Zhou Ziwei Liu Gang Zeng 3DGS 305 844 0 28 Sep 2023
Large-Vocabulary 3D Diffusion Model with TransformerInternational Conference on Learning Representations (ICLR), 2023 Ziang Cao Fangzhou Hong Tong Wu Liang Pan Ziwei Liu DiffM 262 50 0 14 Sep 2023
MVDream: Multi-view Diffusion for 3D GenerationInternational Conference on Learning Representations (ICLR), 2023 Yichun Shi Peng Wang Jianglong Ye Mai Long Kejie Li Xiaohu Yang 268 847 0 31 Aug 2023
3D Gaussian Splatting for Real-Time Radiance Field RenderingACM Transactions on Graphics (TOG), 2023 Bernhard Kerbl Georgios Kopanas Thomas Leimkuehler G. Drettakis 3DGS 744 6,295 0 08 Aug 2023
Objaverse-XL: A Universe of 10M+ 3D ObjectsNeural Information Processing Systems (NeurIPS), 2023 Matt Deitke Ruoshi Liu Matthew Wallingford Huong Ngo Oscar Michel ... Carl Vondrick Georgia Gkioxari Kiana Ehsani Ludwig Schmidt Ali Farhadi 248 626 0 11 Jul 2023
AutoDecoding Latent 3D Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2023 Evangelos Ntavelis Aliaksandr Siarohin Kyle Olszewski Chao-Yuan Wang Luc Van Gool Sergey Tulyakov DiffM 272 61 0 07 Jul 2023
Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent RepresentationNeural Information Processing Systems (NeurIPS), 2023 Zibo Zhao Wen Liu Xin Chen Xi Zeng Rui Wang Pei Cheng Bin-Bin Fu Tao Chen Gang Yu Shenghua Gao DiffM 257 163 0 29 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 309 606 0 29 Jun 2023
Locally Attentional SDF Diffusion for Controllable 3D Shape GenerationACM Transactions on Graphics (TOG), 2023 Xin-Yang Zheng Hao Pan Peng-Shuai Wang Xin Tong Yang Liu H. Shum 270 162 0 08 May 2023
Shap-E: Generating Conditional 3D Implicit Functions Heewoo Jun Alex Nichol DiffM 583 407 0 03 May 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Edouard Grave Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 1.0K 5,801 0 14 Apr 2023
Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and ReconstructionIEEE International Conference on Computer Vision (ICCV), 2023 Hansheng Chen Jiatao Gu Anpei Chen Wei Tian Zhuowen Tu Lingjie Liu Haoran Su VGen DiffM 321 190 0 13 Apr 2023
3DQD: Generalized Deep 3D Shape Prior via Part-Discretized Diffusion ProcessComputer Vision and Pattern Recognition (CVPR), 2023 Yuhan Li Yishun Dou Xuanhong Chen Bingbing Ni Yilin Sun Yutian Liu Fuzhen Wang DiffM 187 37 0 18 Mar 2023
MeshDiffusion: Score-based Generative 3D Mesh ModelingInternational Conference on Learning Representations (ICLR), 2023 Zhen Liu Yao Feng Michael J. Black Derek Nowrouzezahrai Liam Paull Wei-yu Liu DiffM 255 206 0 14 Mar 2023
3DGen: Triplane Latent Diffusion for Textured Mesh Generation Anchit Gupta Wenhan Xiong Yixin Nie Anchit Gupta Barlas Oğuz DiffM 331 195 0 09 Mar 2023
3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion ModelsACM Transactions on Graphics (TOG), 2023 Biao Zhang Jiapeng Tang Matthias Niessner Peter Wonka DiffM 360 335 0 26 Jan 2023
Scalable Diffusion Models with TransformersIEEE International Conference on Computer Vision (ICCV), 2022 William S. Peebles Saining Xie GNN 1.8K 4,081 0 19 Dec 2022
Point-E: A System for Generating 3D Point Clouds from Complex Prompts Alex Nichol Heewoo Jun Prafulla Dhariwal Pamela Mishkin Mark Chen DiffM 338 757 0 16 Dec 2022
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 480 1,328 0 15 Dec 2022
Rodin: A Generative Model for Sculpting 3D Digital Avatars Using DiffusionComputer Vision and Pattern Recognition (CVPR), 2022 Tengfei Wang Bo Zhang Ting Zhang Shuyang Gu Jianmin Bao ... Jingjing Shen Dong Chen Fang Wen Qifeng Chen B. Guo 310 350 0 12 Dec 2022
SDFusion: Multimodal 3D Shape Completion, Reconstruction, and GenerationComputer Vision and Pattern Recognition (CVPR), 2022 Yen-Chi Cheng Hsin-Ying Lee Sergey Tulyakov Alex Schwing Liangyan Gui DiffM 441 312 0 08 Dec 2022
DiffRF: Rendering-Guided 3D Radiance Field DiffusionComputer Vision and Pattern Recognition (CVPR), 2022 Norman Muller Yawar Siddiqui Lorenzo Porzi Samuel Rota Buló Peter Kontschieder Matthias Nießner 253 233 0 02 Dec 2022
3D-LDM: Neural Implicit 3D Shape Generation with Latent Diffusion Models Gimin Nam Mariem Khlifi Andrew Rodriguez Alberto Tono Linqi Zhou Paul Guerrero DiffM 245 78 0 01 Dec 2022
DreamFusion: Text-to-3D using 2D DiffusionInternational Conference on Learning Representations (ICLR), 2022 Ben Poole Ajay Jain Jonathan T. Barron B. Mildenhall 754 3,097 0 29 Sep 2022
GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from ImagesNeural Information Processing Systems (NeurIPS), 2022 Jun Gao Tianchang Shen Zian Wang Wenzheng Chen K. Yin Daiqing Li Or Litany Zan Gojcic Sanja Fidler 287 549 0 22 Sep 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 446 5,196 0 26 Jul 2022
Towards Better User Studies in Computer Graphics and VisionFoundations and Trends in Computer Graphics and Vision (Found. Trends Comput. Graph. Vis.), 2022 Zoya Bylinskii L. Herman Aaron Hertzmann Stefanie Hutka Yile Zhang 194 16 0 23 Jun 2022