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Points2NeRF: Generating Neural Radiance Fields from 3D point cloud

2 June 2022

Papers citing "Points2NeRF: Generating Neural Radiance Fields from 3D point cloud"

50 / 54 papers shown

Title
MultiPlaneNeRF: Neural Radiance Field with Non-Trainable Representation D. Zimny Artur Kasymov Adam Kania Jacek Tabor Maciej Ziȩba Przemysław Spurek Przemysław Spurek 3DV 99 2 0 17 May 2023
Pixel2Mesh++: 3D Mesh Generation and Refinement from Multi-View Images Chao Wen Yinda Zhang Chenjie Cao Zhuwen Li Xiangyang Xue Yanwei Fu 3DV 59 17 0 21 Apr 2022
Point-NeRF: Point-based Neural Radiance Fields Qiangeng Xu Zexiang Xu Julien Philip Sai Bi Zhixin Shu Kalyan Sunkavalli Ulrich Neumann 3DPC 109 582 0 21 Jan 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 89 129 0 05 Jan 2022
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 275 1,662 0 09 Dec 2021
CoNeRF: Controllable Neural Radiance Fields Kacper Kania K. M. Yi Marek Kowalski Tomasz Trzciñski Andrea Tagliasacchi AI4CE 73 79 0 03 Dec 2021
Neural Point Light Fields Julian Ost I. Laradji Alejandro Newell Yuval Bahat Felix Heide 65 56 0 02 Dec 2021
Continuous Conditional Random Field Convolution for Point Cloud Segmentation Fei Yang Franck Davoine Huan Wang Zhong Jin 3DV 3DPC 86 34 0 12 Oct 2021
HyperCube: Implicit Field Representations of Voxelized 3D Models Magdalena Proszewska Marcin Mazur Tomasz Trzciñski Przemysław Spurek 79 5 0 12 Oct 2021
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction Peng Wang Lingjie Liu Yuan Liu Christian Theobalt Taku Komura Wenping Wang 101 1,728 0 20 Jun 2021
SA-ConvONet: Sign-Agnostic Optimization of Convolutional Occupancy Networks Jiapeng Tang Jiabao Lei Dan Xu Feiying Ma Kui Jia Lei Zhang 3DPC 69 74 0 08 May 2021
NeRF-VAE: A Geometry Aware 3D Scene Generative Model Adam R. Kosiorek Heiko Strathmann Daniel Zoran Pol Moreno R. Schneider Sovna Mokrá Danilo Jimenez Rezende DRL 97 143 0 01 Apr 2021
MVSNeRF: Fast Generalizable Radiance Field Reconstruction from Multi-View Stereo Anpei Chen Zexiang Xu Fuqiang Zhao Xiaoshuai Zhang Fanbo Xiang Jingyi Yu Hao Su 128 801 0 29 Mar 2021
KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs Christian Reiser Songyou Peng Yiyi Liao Andreas Geiger 55 824 0 25 Mar 2021
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields Jonathan T. Barron B. Mildenhall Matthew Tancik Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan 121 1,983 0 24 Mar 2021
IBRNet: Learning Multi-View Image-Based Rendering Qianqian Wang Zhicheng Wang Kyle Genova Pratul P. Srinivasan Howard Zhou Jonathan T. Barron Ricardo Martín Brualla Noah Snavely Thomas Funkhouser 3DV 100 793 0 25 Feb 2021
Modeling 3D Surface Manifolds with a Locally Conditioned Atlas Przemysław Spurek Sebastian Winczowski Maciej Ziȩba Tomasz Trzciñski Kacper Kania Marcin Mazur 85 4 0 11 Feb 2021
HyperPocket: Generative Point Cloud Completion Przemysław Spurek Artur Kasymov Marcin Mazur Diana Janik S. Tadeja Lukasz Struski Jacek Tabor Tomasz Trzciñski 3DPC 100 19 0 11 Feb 2021
Generative Models as Distributions of Functions Emilien Dupont Yee Whye Teh Arnaud Doucet 76 108 0 09 Feb 2021
Generative models with kernel distance in data space Szymon Knop Marcin Mazur Przemysław Spurek Jacek Tabor Igor T. Podolak GAN SyDa 43 11 0 15 Sep 2020
Learning Gradient Fields for Shape Generation Ruojin Cai Guandao Yang Hadar Averbuch-Elor Jinwei Gu Serge J. Belongie Noah Snavely B. Hariharan 3DPC 110 286 0 14 Aug 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 266 1,269 0 22 Jul 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 140 873 0 05 Jul 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 347 986 0 10 Mar 2020
Hypernetwork approach to generating point clouds Przemysław Spurek Sebastian Winczowski Jacek Tabor M. Zamorski Maciej Ziȩba Tomasz Trzciñski 3DPC 78 34 0 10 Feb 2020
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision Michael Niemeyer L. Mescheder Michael Oechsle Andreas Geiger 3DH 3DV 71 1,000 0 16 Dec 2019
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows Guandao Yang Xun Huang Jinwei Gu Ming-Yuan Liu Serge J. Belongie Bharath Hariharan 3DPC 99 670 0 28 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 163 1,282 0 04 Jun 2019
Continual learning with hypernetworks J. Oswald Christian Henning Benjamin Grewe João Sacramento CLL 78 363 0 03 Jun 2019
PIXOR: Real-time 3D Object Detection from Point Clouds Binh Yang Wenjie Luo R. Urtasun 3DPC 66 1,094 0 17 Feb 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 133 3,704 0 16 Jan 2019
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 249 2,906 0 10 Dec 2018
Learning Implicit Fields for Generative Shape Modeling Zhiqin Chen Hao Zhang AI4CE 3DV 148 1,638 0 06 Dec 2018
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models Will Grathwohl Ricky T. Q. Chen J. Bettencourt Ilya Sutskever David Duvenaud DRL 152 881 0 02 Oct 2018
SCORES: Shape Composition with Recursive Substructure Priors Chenyang Zhu Kai Xu S. Chaudhuri Renjiao Yi Hao Zhang 3DPC 49 79 0 14 Sep 2018
On the Spectral Bias of Neural Networks Nasim Rahaman A. Baratin Devansh Arpit Felix Dräxler Min Lin Fred Hamprecht Yoshua Bengio Aaron Courville 154 1,451 0 22 Jun 2018
Cramer-Wold AutoEncoder Szymon Knop Jacek Tabor Przemyslaw Spurek Igor T. Podolak Marcin Mazur Stanislaw Jastrzebski GAN 52 34 0 23 May 2018
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images Nanyang Wang Yinda Zhang Zhuwen Li Yanwei Fu Wen Liu Yu-Gang Jiang 3DV 113 1,332 0 05 Apr 2018
Stochastic Maximum Likelihood Optimization via Hypernetworks Abdul-Saboor Sheikh Kashif Rasul A. Merentitis Urs M. Bergmann 95 18 0 04 Dec 2017
Wasserstein Auto-Encoders Ilya O. Tolstikhin Olivier Bousquet Sylvain Gelly B. Schölkopf DRL 122 1,057 0 05 Nov 2017
Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction Chen-Hsuan Lin Chen Kong Simon Lucey 3DV 72 426 0 21 Jun 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 354 11,139 0 07 Jun 2017
OctNetFusion: Learning Depth Fusion from Data Gernot Riegler Ali O. Ulusoy Horst Bischof Andreas Geiger 3DPC 3DV 73 207 0 04 Apr 2017
Hierarchical Surface Prediction for 3D Object Reconstruction Christian Häne Shubham Tulsiani Jitendra Malik 3DV 86 332 0 03 Apr 2017
Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs Maxim Tatarchenko Alexey Dosovitskiy Thomas Brox 3DV 77 741 0 28 Mar 2017
SurfNet: Generating 3D shape surfaces using deep residual networks Ayan Sinha Asim Unmesh Qi-Xing Huang K. Ramani 67 179 0 12 Mar 2017
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 169 2,241 0 02 Dec 2016
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 493 14,353 0 02 Dec 2016
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 311 1,956 0 24 Oct 2016
HyperNetworks David R Ha Andrew M. Dai Quoc V. Le 163 1,632 0 27 Sep 2016