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 / 1,617 papers shown

Title
IREM: High-Resolution Magnetic Resonance (MR) Image Reconstruction via Implicit Neural Representation Qing Wu Yuwei Li Lan Xu Rui-jun Feng Hongjian Wei Qing Yang Boliang Yu Xiaozhao Liu Jingyi Yu Yuyao Zhang 97 62 0 29 Jun 2021
HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields Keunhong Park U. Sinha Peter Hedman Jonathan T. Barron Sofien Bouaziz Dan B. Goldman Ricardo Martín Brualla S. M. Seitz 138 268 0 24 Jun 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 598 1,707 0 23 Jun 2021
Moving in a 360 World: Synthesizing Panoramic Parallaxes from a Single Panorama C. Hsu Cheng Sun Hwann-Tzong Chen 79 24 0 21 Jun 2021
DiGS : Divergence guided shape implicit neural representation for unoriented point clouds Yizhak Ben-Shabat Chamin Pasidu Hewa Koneputugodage Stephen Gould AI4CE 122 84 0 21 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 195 1,943 0 20 Jun 2021
ScoreGrad: Multivariate Probabilistic Time Series Forecasting with Continuous Energy-based Generative Models Tijin Yan Hongwei Zhang Tong Zhou Yufeng Zhan Yuanqing Xia DiffM AI4TS 109 42 0 18 Jun 2021
Unsupervised Video Prediction from a Single Frame by Estimating 3D Dynamic Scene Structure Paul Henderson Christoph H. Lampert Bernd Bickel VGen 143 8 0 16 Jun 2021
Phase Transitions, Distance Functions, and Implicit Neural Representations Y. Lipman AI4CE 86 45 0 14 Jun 2021
CRASH: Raw Audio Score-based Generative Modeling for Controllable High-resolution Drum Sound Synthesis Simon Rouard Gaëtan Hadjeres DiffM 89 45 0 14 Jun 2021
A Multi-Implicit Neural Representation for Fonts P. Reddy Zhifei Zhang Matthew Fisher Hailin Jin Zhaowen Wang Niloy J. Mitra 114 28 0 12 Jun 2021
What can linearized neural networks actually say about generalization? Guillermo Ortiz-Jiménez Seyed-Mohsen Moosavi-Dezfooli P. Frossard 146 53 0 12 Jun 2021
DNN-Based Topology Optimisation: Spatial Invariance and Neural Tangent Kernel Benjamin Dupuis Arthur Jacot 113 5 0 10 Jun 2021
A Neural Tangent Kernel Perspective of GANs Jean-Yves Franceschi Emmanuel de Bézenac Ibrahim Ayed Mickaël Chen Sylvain Lamprier Patrick Gallinari 231 29 0 10 Jun 2021
Long-time integration of parametric evolution equations with physics-informed DeepONets Sizhuang He P. Perdikaris AI4CE 139 136 0 09 Jun 2021
Geometry-Consistent Neural Shape Representation with Implicit Displacement Fields Yifan Wang Lukas Rahmann O. Sorkine-Hornung 166 73 0 09 Jun 2021
MoCo-Flow: Neural Motion Consensus Flow for Dynamic Humans in Stationary Monocular Cameras Xuelin Chen Weiyu Li Daniel Cohen-Or Niloy J. Mitra Baoquan Chen 3DH 68 4 0 08 Jun 2021
Deep Medial Fields Daniel Rebain Ke Li Vincent Sitzmann S. Yazdani K. M. Yi Andrea Tagliasacchi 66 19 0 07 Jun 2021
DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Reconstruction and Rendering Ruizhi Shao Hongwen Zhang He Zhang Mingjia Chen Yan-Pei Cao Tao Yu Yebin Liu 3DH 100 69 0 07 Jun 2021
Shape As Points: A Differentiable Poisson Solver Songyou Peng C. Jiang Yiyi Liao Michael Niemeyer Marc Pollefeys Andreas Geiger 3DPC 128 258 0 07 Jun 2021
Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering Vincent Sitzmann Semon Rezchikov William T. Freeman J. Tenenbaum F. Durand 3DV 221 334 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 154 175 0 03 Jun 2021
Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields Peng-Shuai Wang Yang Liu Yu-Qi Yang Xin Tong 3DPC 163 29 0 03 Jun 2021
Z2P: Instant Visualization of Point Clouds G. Metzer Rana Hanocka Raja Giryes Niloy J. Mitra Daniel Cohen-Or 3DH 3DPC 164 6 0 30 May 2021
Neural Radiosity Saeed Hadadan Shuhong Chen Matthias Zwicker 128 56 0 26 May 2021
Towards Understanding the Condensation of Neural Networks at Initial Training Hanxu Zhou Qixuan Zhou Yaoyu Zhang Yaoyu Zhang Z. Xu MLT AI4CE 204 2 0 25 May 2021
An Upper Limit of Decaying Rate with Respect to Frequency in Deep Neural Network Yaoyu Zhang Zheng Ma Zhiwei Wang Z. Xu Yaoyu Zhang 128 4 0 25 May 2021
Centimeter-Wave Free-Space Time-of-Flight Imaging Seung-Hwan Baek N. Walsh Ilya Chugunov Z. Shi Felix Heide 66 0 0 25 May 2021
Deep Kronecker neural networks: A general framework for neural networks with adaptive activation functions Ameya Dilip Jagtap Yeonjong Shin Kenji Kawaguchi George Karniadakis ODL 196 145 0 20 May 2021
Medical Image Segmentation Using Squeeze-and-Expansion Transformers Shaohua Li Xiuchao Sui Xiangde Luo Xinxing Xu Yong Liu Rick Siow Mong Goh ViT MedIm 113 176 0 20 May 2021
NeuLF: Efficient Novel View Synthesis with Neural 4D Light Field Zhong Li Liangchen Song Celong Liu Junsong Yuan Yi Tian Xu 218 37 0 15 May 2021
Neural 3D Scene Compression via Model Compression Berivan Isik 102 10 0 07 May 2021
ACORN: Adaptive Coordinate Networks for Neural Scene Representation Julien N. P. Martel David B. Lindell Connor Z. Lin E. R. Chan M. Monteiro Gordon Wetzstein 3DPC 140 99 0 06 May 2021
Neural Ray-Tracing: Learning Surfaces and Reflectance for Relighting and View Synthesis Julian Knodt Joe Bartusek Seung-Hwan Baek Felix Heide 66 17 0 28 Apr 2021
3D Scene Compression through Entropy Penalized Neural Representation Functions Thomas Bird Johannes Ballé Saurabh Singh P. Chou 122 31 0 26 Apr 2021
SAPE: Spatially-Adaptive Progressive Encoding for Neural Optimization Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 138 71 0 19 Apr 2021
Unsupervised Shape Completion via Deep Prior in the Neural Tangent Kernel Perspective Lei Chu Hao Pan Wenping Wang 3DPC 125 12 0 19 Apr 2021
FiG-NeRF: Figure-Ground Neural Radiance Fields for 3D Object Category Modelling Christopher Xie Keunhong Park Ricardo Martín Brualla Matthew A. Brown 83 57 0 17 Apr 2021
Aligning Latent and Image Spaces to Connect the Unconnectable Ivan Skorokhodov Grigorii Sotnikov Mohamed Elhoseiny DiffM 94 85 0 14 Apr 2021
BARF: Bundle-Adjusting Neural Radiance Fields Chen-Hsuan Lin Wei-Chiu Ma Antonio Torralba Simon Lucey 373 774 0 13 Apr 2021
Pointly-Supervised Instance Segmentation Bowen Cheng Omkar M. Parkhi A. Kirillov ISeg 180 123 0 13 Apr 2021
CAPRI-Net: Learning Compact CAD Shapes with Adaptive Primitive Assembly Fenggen Yu Zhiqin Chen Manyi Li Aditya Sanghi Hooman Shayani Ali Mahdavi-Amiri Hao Zhang 3DV 3DPC 136 70 0 12 Apr 2021
Compressive Neural Representations of Volumetric Scalar Fields Yuzhe Lu K. Jiang Joshua A. Levine M. Berger AI4CE 119 105 0 11 Apr 2021
Pixel Codec Avatars Shugao Ma Shunsuke Saito Jason M. Saragih Dawei Wang Yuecheng Li Fernando de la Torre Yaser Sheikh 3DH 132 140 0 09 Apr 2021
Neural RGB-D Surface Reconstruction Dejan Azinović Ricardo Martín Brualla Dan B. Goldman Matthias Nießner Justus Thies 3DH 3DV 160 311 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 146 75 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 187 382 0 01 Apr 2021
CAMPARI: Camera-Aware Decomposed Generative Neural Radiance Fields Michael Niemeyer Andreas Geiger VGen 3DH 123 67 0 31 Mar 2021