Topology-Aware Latent Diffusion for 3D Shape Generation

Topology-Aware Latent Diffusion for 3D Shape Generation

31 January 2024

Ben Fei

Weidong Yang

Papers citing "Topology-Aware Latent Diffusion for 3D Shape Generation"

13 / 13 papers shown

Title
IGG: Image Generation Informed by Geodesic Dynamics in Deformation Spaces Nian Wu Nivetha Jayakumar Jiarui Xing Miaomiao Zhang 26 0 0 09 Apr 2025
BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis Moinak Bhattacharya Saumya Gupta Annie Singh Cheng Chen Gagandeep Singh Prateek Prasanna MedIm 31 0 0 06 Apr 2025
Topology-Aware 3D Gaussian Splatting: Leveraging Persistent Homology for Optimized Structural Integrity Tianqi Shen Shaohua Liu Jiaqi Feng Ziye Ma Ning An 79 0 0 21 Dec 2024
TPIE: Topology-Preserved Image Editing With Text Instructions Nivetha Jayakumar Srivardhan Reddy Gadila Tonmoy Hossain Yangfeng Ji Miaomiao Zhang DiffM MedIm 79 0 0 22 Nov 2024
3D Shape Completion with Test-Time Training Michael Schopf-Kuester Zorah Lähner Michael Moeller 26 0 0 24 Oct 2024
PhysPart: Physically Plausible Part Completion for Interactable Objects Rundong Luo Haoran Geng Congyue Deng Puhao Li Zan Wang Baoxiong Jia Leonidas J. Guibas Siyuan Huang 32 6 0 25 Aug 2024
Controllable Mesh Generation Through Sparse Latent Point Diffusion Models Zhaoyang Lyu Jinyi Wang Yuwei An Ya-Qin Zhang Dahua Lin Bo Dai DiffM 42 36 0 14 Mar 2023
3DGen: Triplane Latent Diffusion for Textured Mesh Generation Anchit Gupta Wenhan Xiong Yixin Nie Anchit Gupta Barlas Oğuz DiffM 98 156 0 09 Mar 2023
Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models Jiale Xu Xintao Wang Weihao Cheng Yan-Pei Cao Ying Shan Xiaohu Qie Shenghua Gao 188 161 0 28 Dec 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 194 1,143 0 10 Sep 2022
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 180 721 0 02 Mar 2021
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,103 0 02 Dec 2016
Statistical topological data analysis using persistence landscapes Peter Bubenik 112 846 0 27 Jul 2012