LION: Latent Point Diffusion Models for 3D Shape Generation

12 October 2022

Sanja Fidler

Papers citing "LION: Latent Point Diffusion Models for 3D Shape Generation"

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Title
3D Object Detection from Point Cloud via Voting Step Diffusion Haoran Hou Mingtao Feng Zijie Wu Weisheng Dong Qing Zhu Yaonan Wang Ajmal Saeed Mian DiffM 3DPC 43 4 0 21 Mar 2024
Compress3D: a Compressed Latent Space for 3D Generation from a Single Image Bowen Zhang Tianyu Yang Yu Li Lei Zhang Xi Zhao 44 6 0 20 Mar 2024
Scaling Diffusion Models to Real-World 3D LiDAR Scene Completion Lucas Nunes Rodrigo Marcuzzi Benedikt Mersch Jens Behley C. Stachniss DiffM 36 15 0 20 Mar 2024
FouriScale: A Frequency Perspective on Training-Free High-Resolution Image Synthesis Linjiang Huang Rongyao Fang Aiping Zhang Guanglu Song Si Liu Yu Liu Hongsheng Li DiffM 33 22 0 19 Mar 2024
VideoMV: Consistent Multi-View Generation Based on Large Video Generative Model Qi Zuo Xiaodong Gu Lingteng Qiu Yuan Dong Zhengyi Zhao ... Rui Peng Siyu Zhu Zilong Dong Liefeng Bo Qixing Huang DiffM VGen 39 25 0 18 Mar 2024
GetMesh: A Controllable Model for High-quality Mesh Generation and Manipulation Zhaoyang Lyu Ben Fei Jinyi Wang Xudong Xu Ya Zhang Weidong Yang Bo Dai 26 4 0 18 Mar 2024
Urban Scene Diffusion through Semantic Occupancy Map Junge Zhang Qihang Zhang Li Zhang Ramana Rao Kompella Gaowen Liu Bolei Zhou 37 4 0 18 Mar 2024
RangeLDM: Fast Realistic LiDAR Point Cloud Generation Q. Hu Zhimin Zhang Wei Hu DiffM 33 12 0 15 Mar 2024
Explore In-Context Segmentation via Latent Diffusion Models Chaoyang Wang Xiangtai Li Henghui Ding Lu Qi Jiangning Zhang Yunhai Tong Chen Change Loy Shuicheng Yan DiffM 63 6 0 14 Mar 2024
Envision3D: One Image to 3D with Anchor Views Interpolation Yatian Pang Tanghui Jia Yujun Shi Zhenyu Tang Junwu Zhang Xinhua Cheng Xing Zhou Francis E. H. Tay Li-xin Yuan 55 8 0 13 Mar 2024
SemCity: Semantic Scene Generation with Triplane Diffusion Jumin Lee Sebin Lee Changho Jo Woobin Im Juhyeong Seon Sung-eui Yoon DiffM 40 17 0 12 Mar 2024
Bayesian Diffusion Models for 3D Shape Reconstruction Haiyang Xu Yu Lei Zeyuan Chen Xiang Zhang Yue Zhao Yilin Wang Zhuowen Tu DiffM 40 8 0 11 Mar 2024
CRM: Single Image to 3D Textured Mesh with Convolutional Reconstruction Model Zhengyi Wang Yikai Wang Yifei Chen Chendong Xiang Shuo Chen Dajiang Yu Chongxuan Li Hang Su Jun Zhu 38 123 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 40 44 0 04 Mar 2024
On Diffusion Process in SE(3)-invariant Space Zihan Zhou Ruiying Liu Jiachen Zheng Xiaoxue Wang Tianshu Yu DiffM 34 1 0 03 Mar 2024
HyperSDFusion: Bridging Hierarchical Structures in Language and Geometry for Enhanced 3D Text2Shape Generation Zhiying Leng Tolga Birdal Xiaohui Liang Federico Tombari 39 3 0 01 Mar 2024
ViewFusion: Towards Multi-View Consistency via Interpolated Denoising Xianghui Yang Yan Zuo Sameera Ramasinghe Loris Bazzani Gil Avraham Anton Van Den Hengel DiffM 35 6 0 29 Feb 2024
Latent Neural PDE Solver: a reduced-order modelling framework for partial differential equations Zijie Li Saurabh Patil Francis Ogoke Dule Shu Wilson Zhen Michael Schneier John R. Buchanan A. Farimani AI4CE 40 5 0 27 Feb 2024
CharacterGen: Efficient 3D Character Generation from Single Images with Multi-View Pose Canonicalization Haoyue Peng Jia-Peng Zhang Meng-Hao Guo Yan-Pei Cao Shi-Min Hu DiffM 43 12 0 27 Feb 2024
Pushing Auto-regressive Models for 3D Shape Generation at Capacity and Scalability Xue-Qing Qian Yu Wang Simian Luo Yinda Zhang Ying Tai ... Xiangyang Xue Bo Zhao Tiejun Huang Yunsheng Wu Yanwei Fu 29 6 0 19 Feb 2024
DiffPoint: Single and Multi-view Point Cloud Reconstruction with ViT Based Diffusion Model Yu Feng Xing Shi Mengli Cheng Yun Xiong 19 0 0 17 Feb 2024
Position: Topological Deep Learning is the New Frontier for Relational Learning Theodore Papamarkou Tolga Birdal Michael M. Bronstein Gunnar Carlsson Justin Curry ... Petar Velickovic Bei Wang Yusu Wang Guo-Wei Wei Ghada Zamzmi AI4CE 59 26 0 14 Feb 2024
PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models Fei Deng Qifei Wang Wei Wei Matthias Grundmann Tingbo Hou EGVM 22 15 0 13 Feb 2024
Denoising Diffusion via Image-Based Rendering Titas Anciukevicius Fabian Manhardt Federico Tombari Paul Henderson 47 11 0 05 Feb 2024
A Lennard-Jones Layer for Distribution Normalization Mulun Na Jonathan Klein Biao Zhang Wojciech Palubicki Soren Pirk D. L. Michels 23 0 0 05 Feb 2024
CNS-Edit: 3D Shape Editing via Coupled Neural Shape Optimization Jingyu Hu Ka-Hei Hui Zhengzhe Liu Hao Zhang Chi-Wing Fu 29 4 0 04 Feb 2024
Can Shape-Infused Joint Embeddings Improve Image-Conditioned 3D Diffusion? Cristian Sbrolli Paolo Cudrano Matteo Matteucci DiffM 21 1 0 02 Feb 2024
Advances in 3D Generation: A Survey Xiaoyu Li Qi Zhang Di Kang Weihao Cheng Yiming Gao Jingbo Zhang Zhihao Liang Jing Liao Yan-Pei Cao Ying Shan 52 40 0 31 Jan 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 40 7 0 31 Jan 2024
BlockFusion: Expandable 3D Scene Generation using Latent Tri-plane Extrapolation Zhennan Wu Yang Li Han Yan Taizhang Shang Weixuan Sun ... Ruikai Cui Weizhe Liu Hiroyuki Sato Hongdong Li Pan Ji 53 33 0 30 Jan 2024
BoostDream: Efficient Refining for High-Quality Text-to-3D Generation from Multi-View Diffusion Yonghao Yu Shunan Zhu Huai Qin Haorui Li Jinglu Hu 29 7 0 30 Jan 2024
Generative Human Motion Stylization in Latent Space Chuan Guo Yuxuan Mu Wei Ji Peng Dai Youliang Yan Juwei Lu Li Cheng VGen 38 10 0 24 Jan 2024
GALA: Generating Animatable Layered Assets from a Single Scan Taeksoo Kim Byungjun Kim Shunsuke Saito Hanbyul Joo 3DH 38 12 0 23 Jan 2024
Make-A-Shape: a Ten-Million-scale 3D Shape Model Ka-Hei Hui Aditya Sanghi Arianna Rampini Kamal Rahimi Malekshan Zhengzhe Liu Hooman Shayani Chi-Wing Fu DiffM 27 17 0 20 Jan 2024
Diverse Part Synthesis for 3D Shape Creation Yanran Guan Oliver Matias van Kaick 3DV 27 1 0 17 Jan 2024
Multi-Track Timeline Control for Text-Driven 3D Human Motion Generation Mathis Petrovich Or Litany Umar Iqbal Michael J. Black Gül Varol Xue Bin Peng Davis Rempe DiffM VGen 40 40 0 16 Jan 2024
PPSURF: Combining Patches and Point Convolutions for Detailed Surface Reconstruction Philipp Erler Lizeth J. Fuentes Perez Pedro Hermosilla Paul Guerrero Renato Pajarola Michael Wimmer 3DPC 38 0 0 16 Jan 2024
AGG: Amortized Generative 3D Gaussians for Single Image to 3D Dejia Xu Ye Yuan Morteza Mardani Sifei Liu Jiaming Song Zhangyang Wang Arash Vahdat 3DGS 46 44 0 08 Jan 2024
iFusion: Inverting Diffusion for Pose-Free Reconstruction from Sparse Views Chin-Hsuan Wu Yen-Chun Chen Bolivar Solarte Lu Yuan Min Sun 24 9 0 28 Dec 2023
4DGen: Grounded 4D Content Generation with Spatial-temporal Consistency Yuyang Yin Dejia Xu Zhangyang Wang Yao-Min Zhao Yunchao Wei 3DGS 54 72 0 28 Dec 2023
HarmonyView: Harmonizing Consistency and Diversity in One-Image-to-3D Sangmin Woo Byeongjun Park Hyojun Go Jin-Young Kim Changick Kim 43 23 0 26 Dec 2023
Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation Philipp Schroppel Christopher Wewer J. E. Lenssen Eddy Ilg Thomas Brox 32 9 0 21 Dec 2023
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed Diffusion Models Huan Ling Seung Wook Kim Antonio Torralba Sanja Fidler Karsten Kreis DiffM 3DGS 42 113 0 21 Dec 2023
Self-supervised Learning for Enhancing Geometrical Modeling in 3D-Aware Generative Adversarial Network Jiarong Guo Xiaogang Xu Hengshuang Zhao 33 1 0 19 Dec 2023
PolyDiff: Generating 3D Polygonal Meshes with Diffusion Models A. Alliegro Yawar Siddiqui Tatiana Tommasi Matthias Nießner 26 33 0 18 Dec 2023
GraspLDM: Generative 6-DoF Grasp Synthesis using Latent Diffusion Models K. R. Barad Andrej Orsula Antoine Richard Jan Dentler Miguel Olivares-Mendez Carol Martinez 34 16 0 18 Dec 2023
Towards Context-Aware Domain Generalization: Understanding the Benefits and Limits of Marginal Transfer Learning Jens Müller Lars Kühmichel Martin Rohbeck Stefan T. Radev Ullrich Kothe OOD 40 0 0 15 Dec 2023
SHAP-EDITOR: Instruction-guided Latent 3D Editing in Seconds Minghao Chen Junyu Xie Iro Laina Andrea Vedaldi KELM 50 9 0 14 Dec 2023
Mosaic-SDF for 3D Generative Models Lior Yariv Omri Puny Natalia Neverova Oran Gafni Y. Lipman 24 37 0 14 Dec 2023
Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with Transformers Zi-Xin Zou Zhipeng Yu Yuanchen Guo Yangguang Li Ding Liang Yan-Pei Cao Song-Hai Zhang 3DGS 42 173 0 14 Dec 2023