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
Disentangling Geometric Deformation Spaces in Generative Latent Shape Models Tristan Aumentado-Armstrong Stavros Tsogkas Sven J. Dickinson Allan D. Jepson OCL DRL 20 6 0 27 Feb 2021
Learning to Drop Points for LiDAR Scan Synthesis Kazuto Nakashima Ryo Kurazume 3DPC 16 26 0 23 Feb 2021
Symplectic Adjoint Method for Exact Gradient of Neural ODE with Minimal Memory Takashi Matsubara Yuto Miyatake Takaharu Yaguchi 20 23 0 19 Feb 2021
Partially Observed Exchangeable Modeling Yang Li Junier B. Oliva 15 5 0 11 Feb 2021
Modeling 3D Surface Manifolds with a Locally Conditioned Atlas P. Spurek Sebastian Winczowski Maciej Ziȩba Tomasz Trzciñski Kacper Kania Marcin Mazur 12 4 0 11 Feb 2021
HyperPocket: Generative Point Cloud Completion P. Spurek Artur Kasymov Marcin Mazur Diana Janik S. Tadeja Lukasz Struski Jacek Tabor Tomasz Trzciñski 3DPC 19 17 0 11 Feb 2021
Point-set Distances for Learning Representations of 3D Point Clouds Trung Nguyen Quang-Cuong Pham Tam Le Tung Pham Nhat Ho Binh-Son Hua 3DPC 33 70 0 08 Feb 2021
Mimetic Neural Networks: A unified framework for Protein Design and Folding Moshe Eliasof Tue Boesen E. Haber C. Keasar Eran Treister AI4CE 30 12 0 07 Feb 2021
Neural representation and generation for RNA secondary structures Zichao Yan William L. Hamilton Mathieu Blanchette 40 2 0 01 Feb 2021
GUIGAN: Learning to Generate GUI Designs Using Generative Adversarial Networks Tianming Zhao Chunyang Chen Yuanning Liu Xiaodong Zhu Jilin University 29 56 0 25 Jan 2021
Joint Learning of 3D Shape Retrieval and Deformation Mikaela Angelina Uy Vladimir G. Kim Minhyuk Sung Noam Aigerman S. Chaudhuri Leonidas J. Guibas 3DPC 3DV 27 49 0 19 Jan 2021
Flow-based Generative Models for Learning Manifold to Manifold Mappings Xingjian Zhen Rudrasis Chakraborty Liu Yang Vikas Singh DRL MedIm 31 9 0 18 Dec 2020
Geometric Adversarial Attacks and Defenses on 3D Point Clouds Itai Lang Uriel Kotlicki S. Avidan AAML 3DPC 29 17 0 10 Dec 2020
ChartPointFlow for Topology-Aware 3D Point Cloud Generation Takumi Kimura Takashi Matsubara K. Uehara 3DPC 31 8 0 04 Dec 2020
Prior Flow Variational Autoencoder: A density estimation model for Non-Intrusive Load Monitoring Luis Felipe M.O. Henriques Eduardo Morgan S. Colcher Ruy Luiz Milidiú 6 0 0 30 Nov 2020
Deep Implicit Templates for 3D Shape Representation Zerong Zheng Tao Yu Qionghai Dai Yebin Liu 19 116 0 30 Nov 2020
Generative Layout Modeling using Constraint Graphs W. Para Paul Guerrero Tom Kelly Leonidas J. Guibas Peter Wonka 28 51 0 26 Nov 2020
3DSNet: Unsupervised Shape-to-Shape 3D Style Transfer Mattia Segu Margarita Grinvald Roland Siegwart Federico Tombari 3DPC 19 21 0 26 Nov 2020
Learning Deformable Tetrahedral Meshes for 3D Reconstruction Jun Gao Wenzheng Chen Tommy Xiang Clement Fuji-Tsang Alec Jacobson M. McGuire Sanja Fidler 14 107 0 03 Nov 2020
Neural Unsigned Distance Fields for Implicit Function Learning Julian Chibane Aymen Mir Gerard Pons-Moll 25 319 0 26 Oct 2020
A Progressive Conditional Generative Adversarial Network for Generating Dense and Colored 3D Point Clouds Mohammad Arshad William J. Beksi 3DPC 30 22 0 12 Oct 2020
Representing Point Clouds with Generative Conditional Invertible Flow Networks Michal Stypulkowski Kacper Kania M. Zamorski Maciej Ziȩba Tomasz Trzciñski J. Chorowski 3DPC 24 4 0 07 Oct 2020
Scalable Normalizing Flows for Permutation Invariant Densities Marin Bilos Stephan Günnemann TPM 11 23 0 07 Oct 2020
OneFlow: One-class flow for anomaly detection based on a minimal volume region Łukasz Maziarka Marek Śmieja Marcin Sendera Łukasz Struski Jacek Tabor P. Spurek 8 6 0 06 Oct 2020
Unsupervised Point Cloud Pre-Training via Occlusion Completion Hanchen Wang Qi Liu Xiangyu Yue Joan Lasenby Matt J. Kusner 3DPC 13 243 0 02 Oct 2020
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models Zhisheng Xiao Karsten Kreis Jan Kautz Arash Vahdat 16 123 0 01 Oct 2020
Improved Modeling of 3D Shapes with Multi-view Depth Maps Kamal Gupta Susmija Jabbireddy Ketul Shah Abhinav Shrivastava Matthias Zwicker 3DV 11 5 0 07 Sep 2020
Category Level Object Pose Estimation via Neural Analysis-by-Synthesis Xu Chen Zijian Dong Jie Song Andreas Geiger Otmar Hilliges 16 128 0 18 Aug 2020
Learning Gradient Fields for Shape Generation Ruojin Cai Guandao Yang Hadar Averbuch-Elor Jinwei Gu Serge J. Belongie Noah Snavely B. Hariharan 3DPC 19 280 0 14 Aug 2020
LPMNet: Latent Part Modification and Generation for 3D Point Clouds Cihan Ongun A. Temi̇zel 3DPC 21 10 0 08 Aug 2020
CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations Davis Rempe Tolga Birdal Yongheng Zhao Zan Gojcic Srinath Sridhar Leonidas J. Guibas 3DPC 26 71 0 06 Aug 2020
Exchangeable Neural ODE for Set Modeling Yang Li Haidong Yi Christopher M. Bender Siyuan Shan Junier B. Oliva BDL 10 30 0 06 Aug 2020
StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows Rameen Abdal Peihao Zhu Niloy Mitra Peter Wonka 17 525 0 06 Aug 2020
Continuous-in-Depth Neural Networks A. Queiruga N. Benjamin Erichson D. Taylor Michael W. Mahoney 18 45 0 05 Aug 2020
Continuous Object Representation Networks: Novel View Synthesis without Target View Supervision Nicolai Häni Selim Engin Jun-Jee Chao Volkan Isler 3DV 6 0 0 30 Jul 2020
Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve Weicheng Kuo A. Angelova Nayeon Lee Angela Dai 3DPC 18 67 0 26 Jul 2020
MRGAN: Multi-Rooted 3D Shape Generation with Unsupervised Part Disentanglement Rinon Gal Amit H. Bermano Hao Zhang Daniel Cohen-Or 3DPC 16 18 0 25 Jul 2020
Neural Mesh Flow: 3D Manifold Mesh Generation via Diffeomorphic Flows Kunal Gupta Manmohan Chandraker AI4CE 54 78 0 21 Jul 2020
Discrete Point Flow Networks for Efficient Point Cloud Generation Roman Klokov Edmond Boyer Jakob Verbeek 3DPC 26 107 0 20 Jul 2020
Hypersolvers: Toward Fast Continuous-Depth Models Michael Poli Stefano Massaroli Atsushi Yamashita Hajime Asama Jinkyoo Park BDL AI4CE 22 46 0 19 Jul 2020
Accelerating 3D Deep Learning with PyTorch3D Nikhila Ravi Jeremy Reizenstein David Novotny Taylor Gordon Wan-Yen Lo Justin Johnson Georgia Gkioxari 3DPC 31 907 0 16 Jul 2020
Progressive Point Cloud Deconvolution Generation Network Le Hui Rui Xu Jin Xie J. Qian Jian Yang 3DPC 27 72 0 10 Jul 2020
Detail Preserved Point Cloud Completion via Separated Feature Aggregation Wenxiao Zhang Qingan Yan Chunxia Xiao 3DPC 19 133 0 05 Jul 2020
Deep Geometric Texture Synthesis Amir Hertz Rana Hanocka Raja Giryes Daniel Cohen-Or GAN 3DV 22 69 0 30 Jun 2020
SPSG: Self-Supervised Photometric Scene Generation from RGB-D Scans Angela Dai Yawar Siddiqui Justus Thies Julien P. C. Valentin Matthias Nießner 18 39 0 25 Jun 2020
LayoutTransformer: Layout Generation and Completion with Self-attention Kamal Gupta Justin Lazarow Alessandro Achille Larry S. Davis Vijay Mahadevan Abhinav Shrivastava ViT 36 136 0 25 Jun 2020
SRFlow: Learning the Super-Resolution Space with Normalizing Flow Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte SupR DRL 23 356 0 25 Jun 2020
Set Distribution Networks: a Generative Model for Sets of Images Shuangfei Zhai Walter A. Talbott Miguel Angel Bautista Carlos Guestrin J. Susskind GAN 24 2 0 18 Jun 2020
Towards a Neural Graphics Pipeline for Controllable Image Generation Xuelin Chen Daniel Cohen-Or Baoquan Chen Niloy J. Mitra 14 7 0 18 Jun 2020
3D Shape Reconstruction from Free-Hand Sketches Jiayun Wang Jierui Lin Qian Yu Runtao Liu Yubei Chen Stella X. Yu 16 39 0 17 Jun 2020