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 Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Forrest Iandola Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 482 687 0 22 Nov 2021
Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction Cheng Sun Min Sun Hwann-Tzong Chen 289 1,169 0 22 Nov 2021
Density Ratio Estimation via Infinitesimal Classification Kristy Choi Chenlin Meng Yang Song Stefano Ermon 159 49 0 22 Nov 2021
DeepCurrents: Learning Implicit Representations of Shapes with Boundaries David R Palmer Dmitriy Smirnov Stephanie Wang Albert Chern Justin Solomon AI4CE 121 22 0 17 Nov 2021
LVAC: Learned Volumetric Attribute Compression for Point Clouds using Coordinate Based Networks Berivan Isik P. Chou S. Hwang Nick Johnston G. Toderici 3DPC 142 30 0 17 Nov 2021
Local Texture Estimator for Implicit Representation Function Jaewon Lee Kyong Hwan Jin SupR 134 191 0 17 Nov 2021
Towards Lightweight Controllable Audio Synthesis with Conditional Implicit Neural Representations Jan Zuiderveld Marco Federici Erik J. Bekkers AI4CE 117 6 0 14 Nov 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello Jun Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 261 490 0 10 Nov 2021
Neural Scene Flow Prior Xueqian Li J. K. Pontes Simon Lucey AI4CE 123 107 0 01 Nov 2021
Meta-Learning Sparse Implicit Neural Representations Jaehoon Lee Jihoon Tack Namhoon Lee Jinwoo Shin 160 49 0 27 Oct 2021
Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition Mark Boss Varun Jampani Raphael Braun Ce Liu Jonathan T. Barron Hendrik P. A. Lensch 147 229 0 27 Oct 2021
NeRV: Neural Representations for Videos Hao Chen Bo He Hanyu Wang Yixuan Ren Ser-Nam Lim Abhinav Shrivastava 111 282 0 26 Oct 2021
Periodic Activation Functions Induce Stationarity Lassi Meronen Martin Trapp Arno Solin BDL 132 24 0 26 Oct 2021
Neural Relightable Participating Media Rendering Q. Zheng Gurprit Singh Hans-Peter Seidel AI4CE 72 20 0 25 Oct 2021
Shape and Reflectance Reconstruction in Uncontrolled Environments by Differentiable Rendering Rui Li Guangming Zang Miao Qi Wolfgang Heidrich 81 1 0 25 Oct 2021
Self-Validation: Early Stopping for Single-Instance Deep Generative Priors Taihui Li Yen-Jung Chang Hengyue Liang L. Peng Meiping Huang Ju Sun 108 22 0 23 Oct 2021
NeRS: Neural Reflectance Surfaces for Sparse-view 3D Reconstruction in the Wild Jason Y. Zhang Gengshan Yang Shubham Tulsiani Deva Ramanan 294 164 0 14 Oct 2021
Mesh Draping: Parametrization-Free Neural Mesh Transfer Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 3DH AI4CE 97 4 0 11 Oct 2021
3D Infomax improves GNNs for Molecular Property Prediction Hannes Stärk Dominique Beaini Gabriele Corso Prudencio Tossou Christian Dallago Stephan Günnemann Pietro Lio AI4CE 214 225 0 08 Oct 2021
Score-based diffusion models for accelerated MRI Hyungjin Chung Jong Chul Ye DiffM MedIm 280 465 0 08 Oct 2021
Tighter Sparse Approximation Bounds for ReLU Neural Networks Carles Domingo-Enrich Youssef Mroueh 161 4 0 07 Oct 2021
Multi-Head ReLU Implicit Neural Representation Networks Arya Aftab Alireza Morsali 110 11 0 07 Oct 2021
Ensemble Neural Representation Networks Milad Soltany Kadarvish Hesam Mojtahedi Hossein Entezari Zarch Amirhossein Kazerouni Alireza Morsali Azra Abtahi F. Marvasti 149 6 0 07 Oct 2021
Scaling Up Machine Learning For Quantum Field Theory with Equivariant Continuous Flows P. D. Haan Corrado Rainone Miranda C. N. Cheng Roberto Bondesan AI4CE 116 35 0 06 Oct 2021
Neural Implicit Surfaces for Efficient and Accurate Collisions in Physically Based Simulations Hugo Bertiche Argila Meysam Madadi Sergio Escalera AI4CE 3DH 63 2 0 03 Oct 2021
Generative Probabilistic Image Colorization Chie Furusawa S. Kitaoka Michael Li Yuri Odagiri DiffM 258 4 0 29 Sep 2021
Neural Knitworks: Patched Neural Implicit Representation Networks Mikolaj Czerkawski Javier Cardona Robert C. Atkinson W. Michie I. Andonovic C. Clemente Christos Tachtatzis 126 11 0 29 Sep 2021
Designing Counterfactual Generators using Deep Model Inversion Jayaraman J. Thiagarajan V. Narayanaswamy Deepta Rajan J. Liang Akshay S. Chaudhari A. Spanias DiffM 122 22 0 29 Sep 2021
Learning Transport Processes with Machine Intelligence F. Miniati G. Gregori AI4CE 127 5 0 27 Sep 2021
Deep Social Force S. Kreiss 87 16 0 24 Sep 2021
Layered Neural Atlases for Consistent Video Editing Yoni Kasten Dolev Ofri-Amar Oliver Wang Tali Dekel VGen 305 173 0 23 Sep 2021
FreeStyleGAN: Free-view Editable Portrait Rendering with the Camera Manifold Thomas Leimkuhler G. Drettakis CVBM 3DH 156 11 0 20 Sep 2021
Learning in Sinusoidal Spaces with Physics-Informed Neural Networks Jian Cheng Wong C. Ooi Abhishek Gupta Yew-Soon Ong AI4CE PINN SSL 98 97 0 20 Sep 2021
DiNNO: Distributed Neural Network Optimization for Multi-Robot Collaborative Learning Javier Yu Joseph A. Vincent Mac Schwager 158 42 0 17 Sep 2021
An End-to-End Transformer Model for 3D Object Detection Ishan Misra Rohit Girdhar Armand Joulin 3DPC ViT 283 523 0 16 Sep 2021
Multiresolution Deep Implicit Functions for 3D Shape Representation Zhang Chen Yinda Zhang Kyle Genova S. Fanello Sofien Bouaziz Christian Haene Ruofei Du Cem Keskin Thomas Funkhouser Danhang Tang 3DV 151 54 0 12 Sep 2021
Neural-IMLS: Self-supervised Implicit Moving Least-Squares Network for Surface Reconstruction Zixiong Wang Pengfei Wang Pengshuai Wang Qiujie Dong Junjie Gao Shuangmin Chen Shiqing Xin Changhe Tu Wenping Wang 159 19 0 09 Sep 2021
Seeing Implicit Neural Representations as Fourier Series Nuri Benbarka Timon Hofer Hamd ul Moqeet Riaz A. Zell AI4CE 129 63 0 01 Sep 2021
NeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image Reconstruction Liyue Shen John M. Pauly Lei Xing 104 224 0 24 Aug 2021
imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose Thiemo Alldieck Hongyi Xu C. Sminchisescu 3DH 130 124 0 24 Aug 2021
Realistic Image Synthesis with Configurable 3D Scene Layouts Jaebong Jeong Jang-Won Jo Jingdong Wang Sunghyun Cho Jaesik Park 3DV 107 1 0 23 Aug 2021
Moser Flow: Divergence-based Generative Modeling on Manifolds N. Rozen Aditya Grover Maximilian Nickel Y. Lipman DRL AI4CE 197 65 0 18 Aug 2021
Thermal Image Processing via Physics-Inspired Deep Networks Vishwanath Saragadam Akshat Dave Ashok Veeraraghavan Richard Baraniuk AI4CE 146 17 0 18 Aug 2021
Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations Zike Yan Yuxin Tian Xuesong Shi Ping Guo Peng Wang H. Zha CLL 117 50 0 12 Aug 2021
Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projection Matching Chao Chen Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 107 40 0 08 Aug 2021
Towards Discriminative Representation Learning for Unsupervised Person Re-identification Takashi Isobe Dong Li Lu Tian Weihua Chen Yi Shan Shengjin Wang OOD 138 66 0 07 Aug 2021
Neural Image Representations for Multi-Image Fusion and Layer Separation Seonghyeon Nam Marcus A. Brubaker Michael S. Brown 131 23 0 02 Aug 2021
Perceiver IO: A General Architecture for Structured Inputs & Outputs Andrew Jaegle Sebastian Borgeaud Jean-Baptiste Alayrac Carl Doersch Catalin Ionescu ... Olivier J. Hénaff M. Botvinick Andrew Zisserman Oriol Vinyals João Carreira MLLM VLM GNN 293 651 0 30 Jul 2021
H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction Eduard Ramon G. Triginer Janna Escur Albert Pumarola Jaime García Xavier Giró-i-Nieto Francesc Moreno-Noguer 3DH 141 100 0 26 Jul 2021
A novel meta-learning initialization method for physics-informed neural networks Xu Liu Xiaoya Zhang Wei Peng Weien Zhou Wen Yao AI4CE 93 86 0 23 Jul 2021