Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

Neural Information Processing Systems (NeurIPS), 2025

18 June 2020

Papers citing "Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains"

50 / 1,623 papers shown

Title
Neural RGB-D Surface Reconstruction Dejan Azinović Ricardo Martín Brualla Dan B. Goldman Matthias Nießner Justus Thies 3DH 3DV 164 313 0 09 Apr 2021
InfinityGAN: Towards Infinite-Pixel Image SynthesisInternational Conference on Learning Representations (ICLR), 2025 C. Lin Hsin-Ying Lee Yen-Chi Cheng Sergey Tulyakov Ming-Hsuan Yang 150 76 0 08 Apr 2021
Modulated Periodic Activations for Generalizable Local Functional RepresentationsIEEE International Conference on Computer Vision (ICCV), 2023 Ishit Mehta Michael Gharbi Connelly Barnes Eli Shechtman R. Ramamoorthi Manmohan Chandraker 132 172 0 08 Apr 2021
Convolutional Neural Opacity Radiance Fields Haimin Luo Anpei Chen Qixuan Zhang Bai Pang Minye Wu Lan Xu Jingyi Yu AI4CE 114 19 0 05 Apr 2021
PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting Kai Zhang Fujun Luan Qianqian Wang Kavita Bala Noah Snavely 3DGS 187 384 0 01 Apr 2021
CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields Michael Niemeyer Andreas Geiger VGen 3DH 123 67 0 31 Mar 2021
In-Place Scene Labelling and Understanding with Implicit Scene Representation Shuaifeng Zhi Tristan Laidlow Stefan Leutenegger Andrew J. Davison 236 455 0 29 Mar 2021
PixelTransformer: Sample Conditioned Signal Generation Shubham Tulsiani Abhinav Gupta 105 18 0 29 Mar 2021
MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis Jiaxin Li Zijian Feng Qi She Henghui Ding Changhu Wang G. Lee 3DH MDE 185 172 0 27 Mar 2021
Baking Neural Radiance Fields for Real-Time View Synthesis Peter Hedman Pratul P. Srinivasan B. Mildenhall Jonathan T. Barron P. Debevec 308 597 0 26 Mar 2021
KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs Christian Reiser Songyou Peng Yiyi Liao Andreas Geiger 313 872 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 229 2,205 0 24 Mar 2021
iMAP: Implicit Mapping and Positioning in Real-Time Edgar Sucar Shikun Liu Joseph Ortiz Andrew J. Davison 3DH 225 700 0 23 Mar 2021
Exploring The Effect of High-frequency Components in GANs Training Ziqiang Li Pengfei Xia Xue Rui Bin Li GAN 121 22 0 20 Mar 2021
Learning the solution operator of parametric partial differential equations with physics-informed DeepOnets Sizhuang He Hanwen Wang P. Perdikaris AI4CE 243 811 0 19 Mar 2021
FastNeRF: High-Fidelity Neural Rendering at 200FPS Stephan J. Garbin Marek Kowalski Matthew W. Johnson Jamie Shotton Julien P. C. Valentin 201 688 0 18 Mar 2021
NeX: Real-time View Synthesis with Neural Basis Expansion Suttisak Wizadwongsa Pakkapon Phongthawee Jiraphon Yenphraphai Supasorn Suwajanakorn 170 331 0 09 Mar 2021
Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models Sam Bond-Taylor Adam Leach Yang Long Chris G. Willcocks VLM TPM 455 563 0 08 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 217 310 0 04 Mar 2021
Perceiver: General Perception with Iterative Attention Andrew Jaegle Felix Gimeno Andrew Brock Andrew Zisserman Oriol Vinyals João Carreira VLM ViT MDE 272 1,126 0 04 Mar 2021
Shift Invariance Can Reduce Adversarial Robustness Songwei Ge Vasu Singla Ronen Basri David Jacobs AAML OOD 139 28 0 03 Mar 2021
COIN: COmpression with Implicit Neural representations Emilien Dupont Adam Goliñski Milad Alizadeh Yee Whye Teh Arnaud Doucet 179 251 0 03 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 231 845 0 25 Feb 2021
NTopo: Mesh-free Topology Optimization using Implicit Neural Representations Jonas Zehnder Yue Li Stelian Coros B. Thomaszewski AI4CE 132 67 0 22 Feb 2021
High-order Differentiable Autoencoder for Nonlinear Model Reduction Siyuan Shen Yin Yang Tianjia Shao He Wang Chenfanfu Jiang L. Lan Kun Zhou PINN AI4CE 84 61 0 19 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 317 277 0 11 Feb 2021
SWAGAN: A Style-based Wavelet-driven Generative Model Rinon Gal Dana Cohen Amit H. Bermano Daniel Cohen-Or GAN 115 41 0 11 Feb 2021
Generative Models as Distributions of FunctionsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Emilien Dupont Yee Whye Teh Arnaud Doucet 181 111 0 09 Feb 2021
CKConv: Continuous Kernel Convolution For Sequential DataInternational Conference on Learning Representations (ICLR), 2025 David W. Romero Anna Kuzina Erik J. Bekkers Jakub M. Tomczak Mark Hoogendoorn 163 132 0 04 Feb 2021
Towards Generalising Neural Implicit Representations Theo W. Costain V. Prisacariu 109 2 0 29 Jan 2021
Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes Towaki Takikawa Joey Litalien K. Yin Karsten Kreis Charles T. Loop Derek Nowrouzezahrai Alec Jacobson M. McGuire Sanja Fidler 3DV 156 556 0 26 Jan 2021
Reproducing Activation Function for Deep Learning Senwei Liang Liyao Lyu Chunmei Wang Haizhao Yang 120 25 0 13 Jan 2021
Interpolating Points on a Non-Uniform Grid using a Mixture of Gaussians Ivan Skorokhodov 65 1 0 24 Dec 2020
Focal Frequency Loss for Image Reconstruction and SynthesisIEEE International Conference on Computer Vision (ICCV), 2023 Liming Jiang Bo Dai Wayne Wu Chen Change Loy 212 320 0 23 Dec 2020
STaR: Self-supervised Tracking and Reconstruction of Rigid Objects in Motion with Neural RenderingComputer Vision and Pattern Recognition (CVPR), 2025 Wentao Yuan Zhaoyang Lv Tanner Schmidt S. Lovegrove 95 95 0 22 Dec 2020
ShineOn: Illuminating Design Choices for Practical Video-based Virtual Clothing Try-on Gaurav Kuppa Andrew Jong Vera Liu Ziwei Liu Teng-Sheng Moh CVBM 149 23 0 18 Dec 2020
On the eigenvector bias of Fourier feature networks: From regression to solving multi-scale PDEs with physics-informed neural networks Sizhuang He Hanwen Wang P. Perdikaris 259 538 0 18 Dec 2020
$NVIDIA SimNet^{TM}: an AI-accelerated multi-physics simulation framework$ NVIDIA SimNet^{TM}: an AI-accelerated multi-physics simulation framework O. Hennigh S. Narasimhan M. A. Nabian Akshay Subramaniam Kaustubh Tangsali M. Rietmann J. Ferrandis Wonmin Byeon Z. Fang S. Choudhry PINN AI4CE 174 130 0 14 Dec 2020
Positional Encoding as Spatial Inductive Bias in GANs Rui Xu Xintao Wang Kai-xiang Chen Bolei Zhou Chen Change Loy GAN 163 91 0 09 Dec 2020
NeRV: Neural Reflectance and Visibility Fields for Relighting and View Synthesis Pratul P. Srinivasan Boyang Deng Xiuming Zhang Matthew Tancik B. Mildenhall Jonathan T. Barron 287 641 0 07 Dec 2020
NeRD: Neural Reflectance Decomposition from Image Collections Mark Boss Raphael Braun Varun Jampani Jonathan T. Barron Ce Liu Hendrik P. A. Lensch 242 554 0 07 Dec 2020
Dynamic Neural Radiance Fields for Monocular 4D Facial Avatar Reconstruction G. Gafni Justus Thies Michael Zollhöfer Matthias Nießner 3DH 259 548 0 05 Dec 2020
Learned Initializations for Optimizing Coordinate-Based Neural RepresentationsComputer Vision and Pattern Recognition (CVPR), 2025 Matthew Tancik B. Mildenhall Terrance Wang Divi Schmidt Pratul P. Srinivasan Jonathan T. Barron Ren Ng 195 304 0 03 Dec 2020
Vehicle Reconstruction and Texture Estimation Using Deep Implicit Semantic Template Mapping Xiaochen Zhao Zerong Zheng Chaonan Ji Zhenyi Liu Yirui Luo Tao Yu J. Suo Yebin Liu 3DV 84 2 0 30 Nov 2020
RGBD-Net: Predicting color and depth images for novel views synthesisInternational Conference on 3D Vision (3DV), 2025 Phong H. Nguyen Animesh Karnewar Lam Huynh Esa Rahtu Jirí Matas J. Heikkilä 3DV 121 17 0 29 Nov 2020
i3DMM: Deep Implicit 3D Morphable Model of Human HeadsComputer Vision and Pattern Recognition (CVPR), 2025 Tarun Yenamandra A. Tewari Florian Bernard Hans-Peter Seidel Mohamed A. Elgharib Zorah Lähner Christian Theobalt 3DH 129 130 0 28 Nov 2020
Unsupervised part representation by Flow CapsulesInternational Conference on Machine Learning (ICML), 2024 S. Sabour Andrea Tagliasacchi S. Yazdani Geoffrey E. Hinton David J. Fleet 3DPC OCL 155 37 0 27 Nov 2020
Image Generators with Conditionally-Independent Pixel SynthesisComputer Vision and Pattern Recognition (CVPR), 2025 Ivan Anokhin K. Demochkin Taras Khakhulin Gleb Sterkin Victor Lempitsky Denis Korzhenkov 164 164 0 27 Nov 2020
Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto SurfacesInternational Conference on Machine Learning (ICML), 2024 Baorui Ma Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 191 180 0 26 Nov 2020
Score-Based Generative Modeling through Stochastic Differential EquationsInternational Conference on Learning Representations (ICLR), 2025 Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 740 7,684 0 26 Nov 2020