DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation

DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation

4 July 2023

Shentong Mo

Lanqing Hong

Matthias Nießner

Papers citing "DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation"

14 / 14 papers shown

Title
Lay-Your-Scene: Natural Scene Layout Generation with Diffusion Transformers Divyansh Srivastava Xiang Zhang He Wen Chenru Wen Zhuowen Tu DiffM 39 0 0 07 May 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
DiffGAP: A Lightweight Diffusion Module in Contrastive Space for Bridging Cross-Model Gap Shentong Mo Zehua Chen Fan Bao Jun-Jie Zhu DiffM 55 0 0 15 Mar 2025
PointDiffuse: A Dual-Conditional Diffusion Model for Enhanced Point Cloud Semantic Segmentation Yong-xing He Hongshan Yu Mingtao Feng Tongjia Chen Zechuan Li Anwaar Ulhaq Saeed Anwar Ajmal Mian DiffM 78 0 0 08 Mar 2025
DiffSplat: Repurposing Image Diffusion Models for Scalable Gaussian Splat Generation Chenguo Lin Panwang Pan Bangbang Yang Zeming Li Yadong Mu 3DGS 76 7 0 28 Jan 2025
Diffusion Models in 3D Vision: A Survey Zhen Wang Dongyuan Li Renhe Jiang Tianyu He Jiang Bian Renhe Jiang MedIm 70 4 0 07 Oct 2024
Gen-Swarms: Adapting Deep Generative Models to Swarms of Drones Carlos Plou Pablo Pueyo Ruben Martinez-Cantin Mac Schwager Ana C. Murillo Eduardo Montijano 139 0 0 28 Aug 2024
Efficient 3D Shape Generation via Diffusion Mamba with Bidirectional SSMs Shentong Mo Mamba 26 4 0 07 Jun 2024
DiffTF++: 3D-aware Diffusion Transformer for Large-Vocabulary 3D Generation Ziang Cao Fangzhou Hong Tong Wu Liang Pan Ziwei Liu 29 2 0 13 May 2024
epsilon-Mesh Attack: A Surface-based Adversarial Point Cloud Attack for Facial Expression Recognition Batuhan Cengiz Mert Gulsen Y. Sahin Gözde B. Ünal 3DPC AAML 31 0 0 11 Mar 2024
Large-Vocabulary 3D Diffusion Model with Transformer Ziang Cao Fangzhou Hong Tong Wu Liang Pan Ziwei Liu DiffM 20 36 0 14 Sep 2023
One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale Fan Bao Shen Nie Kaiwen Xue Chongxuan Li Shiliang Pu Yaole Wang Gang Yue Yue Cao Hang Su Jun Zhu DiffM 207 150 0 12 Mar 2023
TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape Generation Nikolai Kalischek T. Peters Jan Dirk Wegner Konrad Schindler DiffM 28 12 0 23 Nov 2022
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 180 723 0 02 Mar 2021