Fast Learning Radiance Fields by Shooting Much Fewer Rays

14 August 2022

Papers citing "Fast Learning Radiance Fields by Shooting Much Fewer Rays"

50 / 66 papers shown

Title
GaussianUDF: Inferring Unsigned Distance Functions through 3D Gaussian Splatting Shujuan Li Yu-Shen Liu Zhizhong Han 3DGS 3DV 106 3 0 25 Mar 2025
NeRFPrior: Learning Neural Radiance Field as a Prior for Indoor Scene Reconstruction Wenyuan Zhang Emily Yue-ting Jia Junsheng Zhou Baorui Ma Kanle Shi Yu-Shen Liu Zhizhong Han 129 3 0 24 Mar 2025
Surface-SOS: Self-Supervised Object Segmentation via Neural Surface Representation Xiaoyun Zheng Liwei Liao Jianbo Jiao Feng Gao Ronggang Wang 110 6 0 20 Jan 2025
NerfAcc: A General NeRF Acceleration Toolbox Ruilong Li Matthew Tancik Angjoo Kanazawa 50 85 0 10 Oct 2022
ARF: Artistic Radiance Fields Kai Zhang Nicholas I. Kolkin Sai Bi Fujun Luan Zexiang Xu Eli Shechtman Noah Snavely 3DH VGen 60 141 0 13 Jun 2022
EfficientNeRF: Efficient Neural Radiance Fields T. Hu Shu Liu Yilun Chen Tiancheng Shen Jiaya Jia 53 122 0 02 Jun 2022
StylizedNeRF: Consistent 3D Scene Stylization as Stylized NeRF via 2D-3D Mutual Learning Yihua Huang Yue He Yu-Jie Yuan Yu-kun Lai Lin Gao 217 152 0 24 May 2022
NeRF-Editing: Geometry Editing of Neural Radiance Fields Yu-Jie Yuan Yang-Tian Sun Yu-kun Lai Yuewen Ma Rongfei Jia Lin Gao 51 242 0 10 May 2022
Control-NeRF: Editable Feature Volumes for Scene Rendering and Manipulation Verica Lazova V. Guzov Kyle Olszewski Sergey Tulyakov Gerard Pons-Moll 77 76 0 22 Apr 2022
Unified Implicit Neural Stylization Zhiwen Fan Yi Ding Peihao Wang Xinyu Gong Dejia Xu Zhangyang Wang 64 69 0 05 Apr 2022
3D Shape Reconstruction from 2D Images with Disentangled Attribute Flow Xin Wen Junsheng Zhou Yu-Shen Liu Zhen Dong Zhizhong Han 3DV 3DPC 57 53 0 29 Mar 2022
Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification Jianxiong Shen Antonio Agudo Francesc Moreno-Noguer Adria Ruiz AI4CE 98 56 0 18 Mar 2022
TensoRF: Tensorial Radiance Fields Anpei Chen Zexiang Xu Andreas Geiger Jingyi Yu Hao Su 77 1,291 0 17 Mar 2022
Point-NeRF: Point-based Neural Radiance Fields Qiangeng Xu Zexiang Xu Julien Philip Sai Bi Zhixin Shu Kalyan Sunkavalli Ulrich Neumann 3DPC 91 572 0 21 Jan 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 288 3,990 0 16 Jan 2022
DFA-NeRF: Personalized Talking Head Generation via Disentangled Face Attributes Neural Rendering Shunyu Yao Ruizhe Zhong Yichao Yan Guangtao Zhai Xiaokang Yang CVBM 62 91 0 03 Jan 2022
InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering Mijeong Kim Seonguk Seo Bohyung Han 100 208 0 31 Dec 2021
Mega-NeRF: Scalable Construction of Large-Scale NeRFs for Virtual Fly-Throughs Haithem Turki Deva Ramanan M. Satyanarayanan 61 396 0 20 Dec 2021
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields Can Wang Menglei Chai Mingming He Dongdong Chen Jing Liao CLIP 95 384 0 09 Dec 2021
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 239 1,646 0 09 Dec 2021
Zero-Shot Text-Guided Object Generation with Dream Fields Ajay Jain B. Mildenhall Jonathan T. Barron Pieter Abbeel Ben Poole 68 565 0 02 Dec 2021
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs Michael Niemeyer Jonathan T. Barron B. Mildenhall Mehdi S. M. Sajjadi Andreas Geiger Noha Radwan 105 593 0 01 Dec 2021
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields Jonathan T. Barron B. Mildenhall Dor Verbin Pratul P. Srinivasan Peter Hedman 155 1,668 0 23 Nov 2021
Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction Cheng Sun Min Sun Hwann-Tzong Chen 115 1,070 0 22 Nov 2021
Hierarchical View Predictor: Unsupervised 3D Global Feature Learning through Hierarchical Prediction among Unordered Views Zhizhong Han Xiyang Wang Yu-Shen Liu Matthias Zwicker 114 9 0 08 Aug 2021
Neural Rays for Occlusion-aware Image-based Rendering Yuan Liu Sida Peng Lingjie Liu Qianqian Wang Peng Wang Christian Theobalt Xiaowei Zhou Wenping Wang 75 218 0 28 Jul 2021
Unsupervised Discovery of Object Radiance Fields Hong-Xing Yu Leonidas Guibas Jiajun Wu OCL 48 123 0 16 Jul 2021
Depth-supervised NeRF: Fewer Views and Faster Training for Free Kangle Deng Andrew Liu Jun-Yan Zhu Deva Ramanan 159 886 0 06 Jul 2021
Volume Rendering of Neural Implicit Surfaces Lior Yariv Jiatao Gu Yoni Kasten Y. Lipman 3DV 69 1,037 0 22 Jun 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 77 1,716 0 20 Jun 2021
Dynamic View Synthesis from Dynamic Monocular Video Chen Gao Ayush Saraf Johannes Kopf Jia-Bin Huang 118 414 0 13 May 2021
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Michael Oechsle Songyou Peng Andreas Geiger 96 746 0 20 Apr 2021
Neural Articulated Radiance Field Atsuhiro Noguchi Xiao Sun Stephen Lin Tatsuya Harada 3DH AI4CE 54 224 0 07 Apr 2021
NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video Jiaming Sun Yiming Xie Linghao Chen Xiaowei Zhou Hujun Bao 3DV 58 293 0 01 Apr 2021
Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis Ajay Jain Matthew Tancik Pieter Abbeel 84 499 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 96 795 0 29 Mar 2021
PlenOctrees for Real-time Rendering of Neural Radiance Fields Alex Yu Ruilong Li Matthew Tancik Hao Li Ren Ng Angjoo Kanazawa 86 1,070 0 25 Mar 2021
KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs Christian Reiser Songyou Peng Yiyi Liao Andreas Geiger 51 821 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 83 1,961 0 24 Mar 2021
Light Field Reconstruction Using Convolutional Network on EPI and Extended Applications Gaochang Wu Yebin Liu Lu Fang Qionghai Dai Tianyou Chai 19 120 0 24 Mar 2021
iMAP: Implicit Mapping and Positioning in Real-Time Edgar Sucar Shikun Liu Joseph Ortiz Andrew J. Davison 3DH 108 614 0 23 Mar 2021
FastNeRF: High-Fidelity Neural Rendering at 200FPS Stephan J. Garbin Marek Kowalski Matthew W. Johnson Jamie Shotton Julien P. C. Valentin 80 641 0 18 Mar 2021
DONeRF: Towards Real-Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks Thomas Neff P. Stadlbauer Mathias Parger A. Kurz J. H. Mueller C. R. A. Chaitanya Anton Kaplanyan M. Steinberger 75 299 0 04 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 90 789 0 25 Feb 2021
ShaRF: Shape-conditioned Radiance Fields from a Single View Konstantinos Rematas Ricardo Martín Brualla V. Ferrari 71 111 0 17 Feb 2021
NeRF--: Neural Radiance Fields Without Known Camera Parameters Zirui Wang Shangzhe Wu Weidi Xie Min Chen V. Prisacariu 49 119 0 14 Feb 2021
A-NeRF: Articulated Neural Radiance Fields for Learning Human Shape, Appearance, and Pose Shih-Yang Su Frank Yu Michael Zollhoefer Helge Rhodin 3DH 192 255 0 11 Feb 2021
Non-Rigid Neural Radiance Fields: Reconstruction and Novel View Synthesis of a Dynamic Scene From Monocular Video E. Tretschk A. Tewari Vladislav Golyanik Michael Zollhöfer Christoph Lassner Christian Theobalt 3DH 158 498 0 22 Dec 2020
Neural Radiance Flow for 4D View Synthesis and Video Processing Yilun Du Yinan Zhang Hong-Xing Yu J. Tenenbaum Jiajun Wu AI4CE 59 274 0 17 Dec 2020
Portrait Neural Radiance Fields from a Single Image Chen Gao Yichang Shih Wei-Sheng Lai Chia-Kai Liang Jia-Bin Huang 3DH CVBM 140 80 0 10 Dec 2020