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
OctField: Hierarchical Implicit Functions for 3D Modeling Jiapeng Tang Weikai Chen Jie Yang Bo Wang Songrun Liu Bo Yang Lin Gao 19 39 0 01 Nov 2021
Brick-by-Brick: Combinatorial Construction with Deep Reinforcement Learning H. Chung Jungtaek Kim Boris Knyazev Jinhwi Lee Graham W. Taylor Jaesik Park Minsu Cho SSL OffRL 18 20 0 29 Oct 2021
EditVAE: Unsupervised Part-Aware Controllable 3D Point Cloud Shape Generation Shidi Li Miaomiao Liu Christian J. Walder 3DPC 54 28 0 13 Oct 2021
Crystal Diffusion Variational Autoencoder for Periodic Material Generation Tian Xie Xiang Fu O. Ganea Regina Barzilay Tommi Jaakkola DiffM BDL 212 232 0 12 Oct 2021
HyperCube: Implicit Field Representations of Voxelized 3D Models Magdalena Proszewska Marcin Mazur Tomasz Trzciñski P. Spurek 24 5 0 12 Oct 2021
Flow Plugin Network for conditional generation Patryk Wielopolski Michal Koperski Maciej Ziȩba 3DPC AI4CE 19 2 0 07 Oct 2021
CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation Aditya Sanghi Hang Chu Joseph G. Lambourne Ye Wang Chin-Yi Cheng Marco Fumero Kamal Rahimi Malekshan CLIP 40 289 0 06 Oct 2021
Top-N: Equivariant set and graph generation without exchangeability Clément Vignac P. Frossard BDL 71 34 0 05 Oct 2021
Intuitive and Efficient Roof Modeling for Reconstruction and Synthesis Jing Ren Biao Zhang Bojian Wu Jianqiang Huang Lubin Fan M. Ovsjanikov Peter Wonka 19 19 0 16 Sep 2021
Low-Light Image Enhancement with Normalizing Flow Yufei Wang Renjie Wan Wenhan Yang Haoliang Li Lap-Pui Chau Alex C. Kot 103 354 0 13 Sep 2021
Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction Jeremy Reizenstein Roman Shapovalov Philipp Henzler L. Sbordone Patrick Labatut David Novotny 3DPC 3DV 63 449 0 01 Sep 2021
An Efficient Deep Learning Approach Using Improved Generative Adversarial Networks for Incomplete Information Completion of Self-driving Jingzhi Tu Gang Mei F. Piccialli 3DPC 13 2 0 01 Sep 2021
ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators Qi-Xing Huang Xiangru Huang Bo Sun Zaiwei Zhang Junfeng Jiang Chandrajit L. Bajaj 33 35 0 21 Aug 2021
Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval from a Single Image Weicheng Kuo A. Angelova Nayeon Lee Angela Dai 3DV 3DPC 16 32 0 20 Aug 2021
SP-GAN: Sphere-Guided 3D Shape Generation and Manipulation Ruihui Li Xianzhi Li Ka-Hei Hui Chi-Wing Fu 30 37 0 10 Aug 2021
Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projection Matching Chao Chen Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 30 38 0 08 Aug 2021
NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration Yifan Wu Tom Z. Jiahao Jiancong Wang Paul Yushkevich M. Hsieh J. Gee MedIm 42 29 0 07 Aug 2021
HyperColor: A HyperNetwork Approach for Synthesizing Auto-colored 3D Models for Game Scenes Population Ivan Kostiuk Przemysław Stachura S. Tadeja Tomasz Trzciñski P. Spurek 16 4 0 03 Aug 2021
SSPU-Net: Self-Supervised Point Cloud Upsampling via Differentiable Rendering Yifan Zhao Le Hui Jin Xie 3DPC 10 34 0 01 Aug 2021
DCL: Differential Contrastive Learning for Geometry-Aware Depth Synthesis Yuefan Shen Yanchao Yang Youyi Zheng Karen Liu Leonidas J. Guibas MDE 23 5 0 27 Jul 2021
A Deep Signed Directional Distance Function for Object Shape Representation Ehsan Zobeidi Nikolay Atanasov 3DV 16 13 0 23 Jul 2021
PU-Flow: a Point Cloud Upsampling Network with Normalizing Flows Aihua Mao Zihui Du Junhui Hou Yaqi Duan Yong-jin Liu Ying He 3DPC 31 35 0 13 Jul 2021
Learning 3D Dense Correspondence via Canonical Point Autoencoder An-Chieh Cheng Xueting Li Min Sun Ming-Hsuan Yang Sifei Liu 3DPC 26 29 0 10 Jul 2021
Language-Level Semantics Conditioned 3D Point Cloud Segmentation Bo Liu Shuang Deng Qiulei Dong Zhanyi Hu 3DPC 28 8 0 01 Jul 2021
Closed-form Continuous-time Neural Models Ramin Hasani Mathias Lechner Alexander Amini Lucas Liebenwein Aaron Ray Max Tschaikowski G. Teschl Daniela Rus PINN AI4TS 31 82 0 25 Jun 2021
Particle Cloud Generation with Message Passing Generative Adversarial Networks Raghav Kansal Javier Mauricio Duarte Haoran Su B. Orzari T. Tomei M. Pierini M. Touranakou J. Vlimant Dimitrios Gunopulos 27 75 0 22 Jun 2021
Spatially Invariant Unsupervised 3D Object-Centric Learning and Scene Decomposition Tianyu Wang Miaomiao Liu K. S. Ng 3DPC OCL 34 2 0 10 Jun 2021
Shape As Points: A Differentiable Poisson Solver Songyou Peng C. Jiang Yiyi Liao Michael Niemeyer Marc Pollefeys Andreas Geiger 3DPC 21 233 0 07 Jun 2021
Go with the Flows: Mixtures of Normalizing Flows for Point Cloud Generation and Reconstruction Janis Postels Mengya Liu Riccardo Spezialetti Luc Van Gool Federico Tombari AI4CE 3DPC 14 22 0 06 Jun 2021
Z2P: Instant Visualization of Point Clouds G. Metzer Rana Hanocka Raja Giryes Niloy J. Mitra Daniel Cohen-Or 3DH 3DPC 33 5 0 30 May 2021
RPG: Learning Recursive Point Cloud Generation Wei-Jan Ko Hui Huang Yu-Liang Kuo Chen-Yi Chiu Li-Heng Wang Wei-Chen Chiu 3DPC 21 6 0 29 May 2021
DeepCAD: A Deep Generative Network for Computer-Aided Design Models Rundi Wu Chang Xiao Changxi Zheng 3DPC 27 160 0 20 May 2021
Poisoning MorphNet for Clean-Label Backdoor Attack to Point Clouds Guiyu Tian Wenhao Jiang Wei Liu Yadong Mu 3DPC AAML 14 13 0 11 May 2021
Orienting Point Clouds with Dipole Propagation G. Metzer Rana Hanocka Denis Zorin Raja Giryes Daniele Panozzo Daniel Cohen-Or 3DPC 43 45 0 04 May 2021
SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements Qianli Ma Shunsuke Saito Jinlong Yang Siyu Tang Michael J. Black 3DH AI4CE 16 96 0 15 Apr 2021
3D Shape Generation and Completion through Point-Voxel Diffusion Linqi Zhou Yilun Du Jiajun Wu DiffM 29 510 0 08 Apr 2021
DiffAqua: A Differentiable Computational Design Pipeline for Soft Underwater Swimmers with Shape Interpolation Pingchuan Ma Tao Du John Z. Zhang Kui Wu Andrew Spielberg Robert K. Katzschmann Wojciech Matusik 41 37 0 02 Apr 2021
Perspective, Survey and Trends: Public Driving Datasets and Toolsets for Autonomous Driving Virtual Test Pengliang Ji Li Ruan Yunzhi Xue Limin Xiao Qian Dong 34 35 0 01 Apr 2021
Unsupervised Learning of 3D Object Categories from Videos in the Wild Philipp Henzler Jeremy Reizenstein Patrick Labatut Roman Shapovalov Tobias Ritschel Andrea Vedaldi David Novotny 3DPC 3DV 21 74 0 30 Mar 2021
Variational models for signal processing with Graph Neural Networks A. Azad Julien Rabin A. Elmoataz 3DPC GNN 14 0 0 30 Mar 2021
Flow-based Kernel Prior with Application to Blind Super-Resolution Jingyun Liang Kaixuan Zhang Shuhang Gu Luc Van Gool Radu Timofte SupR 22 126 0 29 Mar 2021
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data Jinwoo Kim Jaehoon Yoo Juho Lee Seunghoon Hong BDL DRL 3DPC 27 79 0 29 Mar 2021
LightSAL: Lightweight Sign Agnostic Learning for Implicit Surface Representation Abol Basher M. Sarmad Jani Boutellier 3DV 43 13 0 26 Mar 2021
Deep Implicit Moving Least-Squares Functions for 3D Reconstruction Shilin Liu Haoxiang Guo Hao Pan Peng-Shuai Wang Xin Tong Yang Liu 3DPC 3DV 29 97 0 23 Mar 2021
Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks Despoina Paschalidou Angelos Katharopoulos Andreas Geiger Sanja Fidler 3DPC 3DV 3DH 24 112 0 18 Mar 2021
Meta-Solver for Neural Ordinary Differential Equations Julia Gusak A. Katrutsa Talgat Daulbaev A. Cichocki Ivan V. Oseledets 11 2 0 15 Mar 2021
CORSAIR: Convolutional Object Retrieval and Symmetry-AIded Registration Tianyu Zhao Qiaojun Feng Sai Jadhav Nikolay Atanasov 3DPC 28 8 0 11 Mar 2021
Holistic 3D Scene Understanding from a Single Image with Implicit Representation Cheng Zhang Zhaopeng Cui Yinda Zhang B. Zeng Marc Pollefeys Shuaicheng Liu 38 102 0 11 Mar 2021
Learning to Generate 3D Shapes with Generative Cellular Automata Dongsu Zhang Changwoon Choi Jeonghwan Kim Y. Kim 23 24 0 06 Mar 2021
Diffusion Probabilistic Models for 3D Point Cloud Generation Shitong Luo Wei Hu 3DPC 180 721 0 02 Mar 2021