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
TreeFlow: Going beyond Tree-based Gaussian Probabilistic Regression Patryk Wielopolski Maciej Ziȩba UQCV 22 1 0 08 Jun 2022
Medical Image Registration via Neural Fields Shanlin Sun Kun Han Hao Tang Deying Kong Junayed Naushad Xiangyi Yan Xiaohui Xie MedIm 25 12 0 07 Jun 2022
Volumetric Disentanglement for 3D Scene Manipulation Sagie Benaim Frederik Warburg Peter Ebert Christensen Serge J. Belongie 28 15 0 06 Jun 2022
Points2NeRF: Generating Neural Radiance Fields from 3D point cloud D. Zimny Joanna Waczyñska Tomasz Trzciñski P. Spurek 32 18 0 02 Jun 2022
3PSDF: Three-Pole Signed Distance Function for Learning Surfaces with Arbitrary Topologies Weikai Chen Cheng Lin Weiyang Li Bo Yang 30 31 0 31 May 2022
Primitive3D: 3D Object Dataset Synthesis from Randomly Assembled Primitives Xinke Li Henghui Ding Zekun Tong Yuwei Wu Yeow Meng Chee DD 40 4 0 25 May 2022
A Tale of Two Flows: Cooperative Learning of Langevin Flow and Normalizing Flow Toward Energy-Based Model Jianwen Xie Y. Zhu Juntao Li Ping Li 24 50 0 13 May 2022
Revealing Occlusions with 4D Neural Fields Basile Van Hoorick Purva Tendulkar Dídac Surís Dennis Park Simon Stent Carl Vondrick 27 16 0 22 Apr 2022
Proximal Implicit ODE Solvers for Accelerating Learning Neural ODEs Justin Baker Hedi Xia Yiwei Wang E. Cherkaev A. Narayan Long Chen Jack Xin Andrea L. Bertozzi Stanley J. Osher Bao Wang 14 6 0 19 Apr 2022
An Optimal Time Variable Learning Framework for Deep Neural Networks Harbir Antil Hugo Díaz Evelyn Herberg 13 4 0 18 Apr 2022
Universal approximation property of invertible neural networks Isao Ishikawa Takeshi Teshima Koichi Tojo Kenta Oono Masahiro Ikeda Masashi Sugiyama 41 29 0 15 Apr 2022
Autoregressive 3D Shape Generation via Canonical Mapping A. Cheng Xueting Li Sifei Liu Min Sun Ming Yang 3DPC 45 39 0 05 Apr 2022
CaDeX: Learning Canonical Deformation Coordinate Space for Dynamic Surface Representation via Neural Homeomorphism Jiahui Lei Kostas Daniilidis 36 53 0 30 Mar 2022
WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation Yingzhi Tang Y. Qian Qijian Zhang Yiming Zeng Junhui Hou Xuefei Zhe 3DPC 30 16 0 24 Mar 2022
Masked Discrimination for Self-Supervised Learning on Point Clouds Haotian Liu Mu Cai Yong Jae Lee 3DPC 21 164 0 21 Mar 2022
Unsupervised Learning of 3D Semantic Keypoints with Mutual Reconstruction Haocheng Yuan Chen Zhao Shichao Fan Jiaxi Jiang Jiaqi Yang 3DV 3DPC 11 5 0 19 Mar 2022
Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification Jianxiong Shen Antonio Agudo Francesc Moreno-Noguer Adria Ruiz AI4CE 14 55 0 18 Mar 2022
Unsigned Distance Field as an Accurate 3D Scene Representation for Neural Scene Completion Jean Pierre Richa Jean-Emmanuel Deschaud Franccois Goulette Nicolas Dalmasso 33 1 0 17 Mar 2022
Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow Shanlin Sun Kun Han Deying Kong Hao Tang Xiangyi Yan Xiaohui Xie MedIm AI4CE 27 37 0 16 Mar 2022
SPA-VAE: Similar-Parts-Assignment for Unsupervised 3D Point Cloud Generation Shidi Li Christian J. Walder Miaomiao Liu 3DPC 29 1 0 15 Mar 2022
PD-Flow: A Point Cloud Denoising Framework with Normalizing Flows Aihua Mao Zihui Du Yu-Hui Wen Jun-ying Xuan Yong-Jin Liu 24 28 0 11 Mar 2022
SingleSketch2Mesh : Generating 3D Mesh model from Sketch Nitish Bhardwaj Dhornala Bharadwaj Alpana Dubey 3DV 19 3 0 07 Mar 2022
Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey Aoran Xiao Jiaxing Huang Dayan Guan Xiaoqin Zhang Shijian Lu Ling Shao 3DPC 18 71 0 28 Feb 2022
Point Set Self-Embedding Ruihui Li Xianzhi Li T. Wong Chi-Wing Fu 3DPC 30 3 0 28 Feb 2022
Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer Peng Xiang Xin Wen Yu-Shen Liu Yaru Cao Pengfei Wan Wen Zheng Zhizhong Han 3DPC 41 63 0 18 Feb 2022
Point Cloud Generation with Continuous Conditioning Larissa T. Triess Andreas Bühler David Peter F. Flohr J. Marius Zöllner 3DV 3DPC 44 7 0 17 Feb 2022
SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics A. K. Sinha Daniele Paliotta Bálint Máté Sebastian Pina-Otey J. A. Raine T. Golling Franccois Fleuret AI4CE 11 2 0 10 Feb 2022
AdaAnn: Adaptive Annealing Scheduler for Probability Density Approximation Emma R. Cobian J. Hauenstein Fang Liu Daniele E. Schiavazzi 19 4 0 01 Feb 2022
SPAGHETTI: Editing Implicit Shapes Through Part Aware Generation Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 33 26 0 31 Jan 2022
ConDor: Self-Supervised Canonicalization of 3D Pose for Partial Shapes Rahul Sajnani A. Poulenard Jivitesh Jain Radhika Dua Leonidas J. Guibas Srinath Sridhar 3DPC 24 33 0 19 Jan 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 34 125 0 05 Jan 2022
Neural Piecewise-Constant Delay Differential Equations Qunxi Zhu Yifei Shen Dongsheng Li Wei-Jer Lin PINN 25 6 0 04 Jan 2022
PriFit: Learning to Fit Primitives Improves Few Shot Point Cloud Segmentation Gopal Sharma Bidya Dash Aruni RoyChowdhury Matheus Gadelha Marios Loizou Liangliang Cao Rui Wang Erik Learned-Miller Subhransu Maji E. Kalogerakis 3DPC 16 13 0 27 Dec 2021
StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation Roy Or-El Xuan Luo Mengyi Shan Eli Shechtman Jeong Joon Park Ira Kemelmacher-Shlizerman 3DH 3DV 34 352 0 21 Dec 2021
High-Fidelity Point Cloud Completion with Low-Resolution Recovery and Noise-Aware Upsampling Ren Li Bo Wang C. Li Ling-Xiao Zhang Lin Gao 27 8 0 21 Dec 2021
Cloud Sphere: A 3D Shape Representation via Progressive Deformation Zongji Wang Yunfei Liu F. Lu 3DPC 3DH 17 1 0 21 Dec 2021
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs Zhisheng Xiao Karsten Kreis Arash Vahdat DiffM 33 538 0 15 Dec 2021
Learning Body-Aware 3D Shape Generative Models Bryce Blinn Alexander Ding R. K. Jones Manolis Savva Srinath Sridhar Daniel E. Ritchie 3DH 21 5 0 13 Dec 2021
Generate Point Clouds with Multiscale Details from Graph-Represented Structures Ximing Yang Zhibo Zhang Zhengfu He Cheng Jin 3DPC 15 1 0 13 Dec 2021
Attention-based Transformation from Latent Features to Point Clouds Kaiyi Zhang Ximing Yang Yuan Wu Cheng Jin 3DPC 19 19 0 10 Dec 2021
Progressive Seed Generation Auto-encoder for Unsupervised Point Cloud Learning Juyoung Yang Pyunghwan Ahn Doyeon Kim Haeil Lee Junmo Kim 3DPC 16 21 0 09 Dec 2021
MonoScene: Monocular 3D Semantic Scene Completion Anh-Quan Cao Raoul de Charette 3DV 25 262 0 01 Dec 2021
NeeDrop: Self-supervised Shape Representation from Sparse Point Clouds using Needle Dropping Alexandre Boulch Pierre-Alain Langlois Gilles Puy Renaud Marlet 3DPC SSL 34 20 0 30 Nov 2021
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion Tong Wu Liang Pan Junzhe Zhang Tai Wang Ziwei Liu Dahua Lin 33 123 0 24 Nov 2021
3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces Simone Foti Bongjin Koo Danail Stoyanov Matthew J. Clarkson CoGe 9 15 0 24 Nov 2021
DeepCurrents: Learning Implicit Representations of Shapes with Boundaries David R Palmer Dmitriy Smirnov Stephanie Wang Albert Chern Justin Solomon AI4CE 20 20 0 17 Nov 2021
Introducing Variational Autoencoders to High School Students Zhuoyue Lyu Safinah Ali C. Breazeal DRL 16 9 0 13 Nov 2021
Approaching the Limit of Image Rescaling via Flow Guidance Shangzhou Li Guixuan Zhang Zhengxiong Luo Jie Liu Zhi Zeng Shuwu Zhang 31 9 0 09 Nov 2021
A Review of Location Encoding for GeoAI: Methods and Applications Gengchen Mai K. Janowicz Yingjie Hu Song Gao Bo Yan Rui Zhu Ling Cai Ni Lao 69 114 0 07 Nov 2021
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing Wen Shen Qihan Ren Dongrui Liu Quanshi Zhang 3DPC 36 17 0 05 Nov 2021