PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows

28 June 2019

Papers citing "PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows"

50 / 446 papers shown

Title
EPiC-GAN: Equivariant Point Cloud Generation for Particle Jets E. Buhmann Gregor Kasieczka Jesse Thaler 3DPC 25 46 0 17 Jan 2023
Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction Khai Nguyen Dang Nguyen N. Ho 32 9 0 12 Jan 2023
PointVST: Self-Supervised Pre-training for 3D Point Clouds via View-Specific Point-to-Image Translation Qijian Zhang Junhui Hou 3DPC 22 9 0 29 Dec 2022
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
Neural Shape Compiler: A Unified Framework for Transforming between Text, Point Cloud, and Program Tiange Luo Honglak Lee Justin Johnson 36 5 0 25 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 20 584 0 16 Dec 2022
RGBD2: Generative Scene Synthesis via Incremental View Inpainting using RGBD Diffusion Models Jiabao Lei Jiapeng Tang Kui Jia DiffM 21 38 0 12 Dec 2022
ALSO: Automotive Lidar Self-supervision by Occupancy estimation Alexandre Boulch Corentin Sautier Bjoern Michele Gilles Puy Renaud Marlet SSL 3DPC 19 54 0 12 Dec 2022
ALTO: Alternating Latent Topologies for Implicit 3D Reconstruction Zhen Wang Shijie Zhou Jeong Joon Park Despoina Paschalidou Suya You Gordon Wetzstein Leonidas J. Guibas A. Kadambi 41 26 0 08 Dec 2022
Probabilistic Shape Completion by Estimating Canonical Factors with Hierarchical VAE W. Jiang Kostas Daniilidis 3DPC 36 1 0 06 Dec 2022
Diffusion-SDF: Text-to-Shape via Voxelized Diffusion Muheng Li Yueqi Duan Jie Zhou Jiwen Lu DiffM 42 121 0 06 Dec 2022
SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields Anh-Quan Cao Raoul de Charette MDE 48 43 0 05 Dec 2022
Fast Point Cloud Generation with Straight Flows Lemeng Wu Dilin Wang Chengyue Gong Xingchao Liu Yunyang Xiong Rakesh Ranjan Raghuraman Krishnamoorthi Vikas Chandra Qiang Liu 45 40 0 04 Dec 2022
DiffRF: Rendering-Guided 3D Radiance Field Diffusion Norman Muller Yawar Siddiqui Lorenzo Porzi Samuel Rota Buló Peter Kontschieder Matthias Nießner 46 185 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 29 68 0 01 Dec 2022
Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation Haochen Wang Xiaodan Du Jiahao Li Raymond A. Yeh Gregory Shakhnarovich DiffM 57 527 0 01 Dec 2022
Fast-SNARF: A Fast Deformer for Articulated Neural Fields Xu Chen Tianjian Jiang Jie Song M. Rietmann Andreas Geiger Michael J. Black Otmar Hilliges 3DH 30 52 0 28 Nov 2022
3D Scene Creation and Rendering via Rough Meshes: A Lighting Transfer Avenue Bowen Cai Yujie Li Yuqin Liang Rongfei Jia Binqiang Zhao Biwei Huang Huan Fu 26 0 0 27 Nov 2022
Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions Gene Chou Yuval Bahat Felix Heide DiffM 29 112 0 24 Nov 2022
TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape Generation Nikolai Kalischek T. Peters Jan Dirk Wegner Konrad Schindler DiffM 28 12 0 23 Nov 2022
IC3D: Image-Conditioned 3D Diffusion for Shape Generation Cristian Sbrolli Paolo Cudrano Matteo Frosi Matteo Matteucci DiffM 14 6 0 20 Nov 2022
Magic3D: High-Resolution Text-to-3D Content Creation Chen-Hsuan Lin Jun Gao Luming Tang Towaki Takikawa Fangyin Wei Xun Huang Karsten Kreis Sanja Fidler Ming-Yu Liu Nayeon Lee 47 1,117 0 18 Nov 2022
3DLatNav: Navigating Generative Latent Spaces for Semantic-Aware 3D Object Manipulation Amaya Dharmasiri Dinithi Dissanayake Mohamed Afham Isuru Dissanayake Ranga Rodrigo Kanchana Thilakarathna 3DPC 28 0 0 17 Nov 2022
PointInverter: Point Cloud Reconstruction and Editing via a Generative Model with Shape Priors Jaeyeon Kim Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC 26 7 0 16 Nov 2022
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz I. Hacihaliloglu Dorit Merhof DiffM MedIm 43 357 0 14 Nov 2022
Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures G. Metzer Elad Richardson Or Patashnik Raja Giryes Daniel Cohen-Or DiffM 53 451 0 14 Nov 2022
CLIP-Sculptor: Zero-Shot Generation of High-Fidelity and Diverse Shapes from Natural Language Aditya Sanghi Rao Fu Vivian Liu Karl Willis Hooman Shayani Amir Hosein Khasahmadi Srinath Sridhar Daniel E. Ritchie 19 52 0 02 Nov 2022
Deep Generative Models on 3D Representations: A Survey Zifan Shi Sida Peng Yinghao Xu Andreas Geiger Yiyi Liao Yujun Shen MedIm 3DV 47 0 0 27 Oct 2022
Generative Range Imaging for Learning Scene Priors of 3D LiDAR Data Kazuto Nakashima Y. Iwashita Ryo Kurazume GAN 3DPC 24 17 0 21 Oct 2022
LION: Latent Point Diffusion Models for 3D Shape Generation Fangyin Wei Arash Vahdat Francis Williams Zan Gojcic Or Litany Sanja Fidler Karsten Kreis DiffM 52 485 0 12 Oct 2022
Flow-based GAN for 3D Point Cloud Generation from a Single Image Yao Wei G. Vosselman M. Yang 3DPC 41 8 0 08 Oct 2022
Neural Volumetric Mesh Generator Yang Zheng Lemeng Wu Xingchao Liu Zhe Chen Qiang Liu Qi-Xing Huang DiffM 8 9 0 06 Oct 2022
XDGAN: Multi-Modal 3D Shape Generation in 2D Space Hassan Abu Alhaija Alara Dirik André Knorig Sanja Fidler Maria Shugrina 3DV 31 7 0 06 Oct 2022
DreamFusion: Text-to-3D using 2D Diffusion Ben Poole Ajay Jain Jonathan T. Barron B. Mildenhall 52 2,311 0 29 Sep 2022
GET3D: A Generative Model of High Quality 3D Textured Shapes Learned from Images Jun Gao Tianchang Shen Zian Wang Wenzheng Chen K. Yin Daiqing Li Or Litany Zan Gojcic Sanja Fidler 40 438 0 22 Sep 2022
Fine-Grained VR Sketching: Dataset and Insights Ling Luo Yulia Gryaditskaya Yongxin Yang Tao Xiang Yi-Zhe Song 3DV 3DH 26 13 0 20 Sep 2022
Neural Wavelet-domain Diffusion for 3D Shape Generation Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu DiffM 56 123 0 19 Sep 2022
Learning to Generate Realistic LiDAR Point Clouds Vlas Zyrianov Xiyue Zhu Shenlong Wang 3DPC DiffM 80 58 0 08 Sep 2022
First Hitting Diffusion Models for Generating Manifold, Graph and Categorical Data Mao Ye Lemeng Wu Qiang Liu DiffM 18 19 0 02 Sep 2022
Diffusion-based Molecule Generation with Informative Prior Bridges Lemeng Wu Chengyue Gong Xingchao Liu Mao Ye Qiang Liu DiffM 20 108 0 02 Sep 2022
ManiFlow: Implicitly Representing Manifolds with Normalizing Flows Janis Postels Martin Danelljan Luc Van Gool F. Tombari TPM 21 3 0 18 Aug 2022
Learning to Generate 3D Shapes from a Single Example Rundi Wu Changxi Zheng GAN 3DV 17 34 0 05 Aug 2022
CSDN: Cross-modal Shape-transfer Dual-refinement Network for Point Cloud Completion Zhe Zhu Liangliang Nan H. Xie Honghua Chen Mingqiang Wei Jun Wang J. Qin 3DPC 19 25 0 01 Aug 2022
Learning Implicit Templates for Point-Based Clothed Human Modeling Siyou Lin Hongwen Zhang Zerong Zheng Ruizhi Shao Yebin Liu 3DH 35 45 0 14 Jul 2022
Multisymplectic Formulation of Deep Learning Using Mean--Field Type Control and Nonlinear Stability of Training Algorithm Nader Ganaba 11 0 0 07 Jul 2022
SDF-StyleGAN: Implicit SDF-Based StyleGAN for 3D Shape Generation Xin-Yang Zheng Yang Liu Peng-Shuai Wang Xin Tong 19 97 0 24 Jun 2022
Gradual Domain Adaptation via Normalizing Flows Shogo Sagawa H. Hino CLL OOD 22 9 0 23 Jun 2022
NeuralODF: Learning Omnidirectional Distance Fields for 3D Shape Representation Trevor Houchens ChengEn Lu Shivam Duggal Rao Fu Srinath Sridhar 27 7 0 12 Jun 2022
Neural Template: Topology-aware Reconstruction and Disentangled Generation of 3D Meshes Ka-Hei Hui Ruihui Li Jingyu Hu Chi-Wing Fu 3DV 21 29 0 10 Jun 2022
PatchComplete: Learning Multi-Resolution Patch Priors for 3D Shape Completion on Unseen Categories Yuchen Rao Y. Nie Angela Dai 3DPC 3DV 39 19 0 10 Jun 2022