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KiloNeuS: A Versatile Neural Implicit Surface Representation for Real-Time Rendering

22 June 2022

Papers citing "KiloNeuS: A Versatile Neural Implicit Surface Representation for Real-Time Rendering"

36 / 36 papers shown

Title
CaDeX: Learning Canonical Deformation Coordinate Space for Dynamic Surface Representation via Neural Homeomorphism Jiahui Lei Kostas Daniilidis 79 57 0 30 Mar 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 341 4,054 0 16 Jan 2022
Neural-GIF: Neural Generalized Implicit Functions for Animating People in Clothing Garvita Tiwari N. Sarafianos Tony Tung Gerard Pons-Moll 3DH AI4CE 76 123 0 19 Aug 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 118 1,739 0 20 Jun 2021
Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering Vincent Sitzmann Semon Rezchikov William T. Freeman J. Tenenbaum F. Durand 3DV 174 295 0 04 Jun 2021
NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination Xiuming Zhang Pratul P. Srinivasan Boyang Deng P. Debevec William T. Freeman Jonathan T. Barron DiffM 72 157 0 03 Jun 2021
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Michael Oechsle Songyou Peng Andreas Geiger 111 752 0 20 Apr 2021
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes Xu Chen Yufeng Zheng Michael J. Black Otmar Hilliges Andreas Geiger 3DH 122 232 0 08 Apr 2021
GNeRF: GAN-based Neural Radiance Field without Posed Camera Quan Meng Anpei Chen Haimin Luo Minye Wu Hao Su Lan Xu Xuming He Jingyi Yu 94 203 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 93 1,077 0 25 Mar 2021
KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs Christian Reiser Songyou Peng Yiyi Liao Andreas Geiger 55 825 0 25 Mar 2021
FastNeRF: High-Fidelity Neural Rendering at 200FPS Stephan J. Garbin Marek Kowalski Matthew W. Johnson Jamie Shotton Julien P. C. Valentin 106 646 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 89 300 0 04 Mar 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 183 499 0 22 Dec 2020
NeRD: Neural Reflectance Decomposition from Image Collections Mark Boss Raphael Braun Varun Jampani Jonathan T. Barron Ce Liu Hendrik P. A. Lensch 111 516 0 07 Dec 2020
AutoInt: Automatic Integration for Fast Neural Volume Rendering David B. Lindell Julien N. P. Martel Gordon Wetzstein 74 268 0 03 Dec 2020
D-NeRF: Neural Radiance Fields for Dynamic Scenes Albert Pumarola Enric Corona Gerard Pons-Moll Francesc Moreno-Noguer 124 1,448 0 27 Nov 2020
Nerfies: Deformable Neural Radiance Fields Keunhong Park U. Sinha Jonathan T. Barron Sofien Bouaziz Dan B. Goldman S. M. Seitz Ricardo Martín Brualla 3DH 171 1,144 0 25 Nov 2020
DeRF: Decomposed Radiance Fields Daniel Rebain Wei Jiang S. Yazdani Ke Li K. M. Yi Andrea Tagliasacchi 84 207 0 25 Nov 2020
NeRF++: Analyzing and Improving Neural Radiance Fields Kai Zhang Gernot Riegler Noah Snavely V. Koltun 95 1,046 0 15 Oct 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 272 1,276 0 22 Jul 2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains Matthew Tancik Pratul P. Srinivasan B. Mildenhall Sara Fridovich-Keil N. Raghavan Utkarsh Singhal R. Ramamoorthi Jonathan T. Barron Ren Ng 133 2,449 0 18 Jun 2020
Implicit Neural Representations with Periodic Activation Functions Vincent Sitzmann Julien N. P. Martel Alexander W. Bergman David B. Lindell Gordon Wetzstein AI4TS 165 2,577 0 17 Jun 2020
SALD: Sign Agnostic Learning with Derivatives Matan Atzmon Y. Lipman 120 144 0 09 Jun 2020
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis B. Mildenhall Pratul P. Srinivasan Matthew Tancik Jonathan T. Barron R. Ramamoorthi Ren Ng 131 2,592 0 19 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 349 991 0 10 Mar 2020
Implicit Geometric Regularization for Learning Shapes Amos Gropp Lior Yariv Niv Haim Matan Atzmon Y. Lipman AI4CE 130 863 0 24 Feb 2020
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision Michael Niemeyer L. Mescheder Michael Oechsle Andreas Geiger 3DH 3DV 82 1,000 0 16 Dec 2019
SAL: Sign Agnostic Learning of Shapes from Raw Data Matan Atzmon Y. Lipman 3DPC FedML 142 514 0 23 Nov 2019
Flexible SVBRDF Capture with a Multi-Image Deep Network Valentin Deschaintre M. Aittala F. Durand G. Drettakis Adrien Bousseau 70 117 0 27 Jun 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 133 3,707 0 16 Jan 2019
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 253 2,908 0 10 Dec 2018
Single-Image SVBRDF Capture with a Rendering-Aware Deep Network Valentin Deschaintre M. Aittala F. Durand G. Drettakis Adrien Bousseau 3DH 68 268 0 23 Oct 2018
Materials for Masses: SVBRDF Acquisition with a Single Mobile Phone Image Zhengqin Li Kalyan Sunkavalli Manmohan Chandraker 61 174 0 16 Apr 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 384 11,920 0 11 Jan 2018
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014