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 / 1,619 papers shown

Title
On Memorization in Diffusion Models Xiangming Gu Chao Du Tianyu Pang Chongxuan Li Min Lin Ye Wang DiffM TDI 414 73 0 21 Feb 2025
Feedforward Few-shot Species Range Estimation Christian Lange Max Hamilton Elijah Cole Alexander Shepard Samuel Heinrich Angela Zhu Subhransu Maji Grant Van Horn Oisin Mac Aodha 187 2 0 20 Feb 2025
MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-Text Decoding Weikang Qiu Zheng Huang Haoyu Hu Aosong Feng Yujun Yan Rex Ying 173 6 0 18 Feb 2025
MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction Jingcheng Ni Yuxin Guo Yichen Liu Rui Chen Lewei Lu Z. Wu DiffM VGen 193 9 0 17 Feb 2025
Single-Step Consistent Diffusion Samplers Pascal Jutras-Dubé Patrick Pynadath Ruqi Zhang DiffM 215 0 0 17 Feb 2025
Machine learning for modelling unstructured grid data in computational physics: a review Sibo Cheng Marc Bocquet Weiping Ding Tobias S. Finn Rui Fu ... Yong Zeng Mingrui Zhang Hao Zhou Kewei Zhu Rossella Arcucci PINN AI4CE 232 11 0 13 Feb 2025
CDM: Contact Diffusion Model for Multi-Contact Point Localization Seo Wook Han Min Jun Kim DiffM 80 0 0 10 Feb 2025
Kolmogorov-Arnold Fourier Networks Jusheng Zhang Yijia Fan Kaitong Cai Keze Wang 125 0 0 09 Feb 2025
Deep Ritz method with Fourier feature mapping: A deep learning approach for solving variational models of microstructure Ensela Mema Ting Wang Jaroslaw Knap 147 1 0 08 Feb 2025
Every Angle Is Worth A Second Glance: Mining Kinematic Skeletal Structures from Multi-view Joint Cloud Junkun Jiang Jie Chen Ho Yin Au Mingyuan Chen Wei Xue Yike Guo 58 0 0 05 Feb 2025
Density Ratio Estimation with Conditional Probability Paths Hanlin Yu Arto Klami Aapo Hyvarinen Anna Korba Omar Chehab 239 2 0 04 Feb 2025
Geometric Neural Process Fields Wenzhe Yin Zehao Xiao Jiayi Shen Yunlu Chen Cees G. M. Snoek Jan-Jakob Sonke E. Gavves AI4CE 204 0 0 04 Feb 2025
Regularized interpolation in 4D neural fields enables optimization of 3D printed geometries Christos Margadji Andi Kuswoyo Sebastian W. Pattinson AI4CE 105 1 0 03 Feb 2025
Lifting the Winding Number: Precise Discontinuities in Neural Fields for Physics Simulation Yue Chang Mengfei Liu Zhecheng Wang Julius Berner E. Grinspun AI4CE 211 0 0 02 Feb 2025
Gradient Alignment in Physics-informed Neural Networks: A Second-Order Optimization Perspective Sizhuang He Ananyae Kumar Bhartari Bowen Li P. Perdikaris PINN 221 25 0 02 Feb 2025
STAF: Sinusoidal Trainable Activation Functions for Implicit Neural Representation Alireza Morsali MohammadJavad Vaez Mohammadhossein Soltani Amirhossein Kazerouni Babak Taati Morteza Mohammad-Noori 653 1 0 02 Feb 2025
On the study of frequency control and spectral bias in Wavelet-Based Kolmogorov Arnold networks: A path to physics-informed KANs Juan Daniel Meshir Abel Palafox Edgar Alejandro Guerrero 225 4 0 01 Feb 2025
Optimization Landscapes Learned: Proxy Networks Boost Convergence in Physics-based Inverse Problems Girnar Goyal Philipp Holl Sweta Agrawal Nils Thuerey AI4CE 122 0 0 27 Jan 2025
Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass Jianing Yang Alexander Sax Kevin J. Liang Mikael Henaff Hao Tang Ang Cao J. Chai Franziska Meier Matt Feiszli 3DGS 400 96 0 23 Jan 2025
Retrieval-Augmented Neural Field for HRTF Upsampling and Personalization Yoshiki Masuyama Gordon Wichern François Germain Christopher Ick Jonathan Le Roux 151 3 0 22 Jan 2025
Generating visual explanations from deep networks using implicit neural representations Michal Byra Henrik Skibbe GAN FAtt 137 0 0 20 Jan 2025
Collaborative Imputation of Urban Time Series through Cross-city Meta-learning Tong Nie Wei Ma Jian Sun Yu Yang Jiannong Cao AI4TS AI4CE 129 0 0 20 Jan 2025
MetaNeRV: Meta Neural Representations for Videos with Spatial-Temporal Guidance Jialong Guo Ke Liu Jiangchao Yao Zhihua Wang Jiajun Bu Haishuai Wang AI4TS 165 3 0 20 Jan 2025
Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving Yu Yang Jianbiao Mei Yukai Ma Siliang Du Wenqing Chen Yijie Qian Yuxiang Feng Yong Liu 275 26 0 20 Jan 2025
Solving Infinite-Player Games with Player-to-Strategy Networks Carlos Martin Tuomas Sandholm 133 0 0 17 Jan 2025
Score-based 3D molecule generation with neural fields Matthieu Kirchmeyer Pedro H. O. Pinheiro Saeed Saremi DiffM 213 2 0 15 Jan 2025
BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations Weixi Feng Chao Liu Sifei Liu William Yang Wang Arash Vahdat Weili Nie VGen DiffM 82 8 0 13 Jan 2025
Pointmap-Conditioned Diffusion for Consistent Novel View Synthesis Thang-Anh-Quan Nguyen Nathan Piasco Luis Roldão Moussâb Bennehar D. Tsishkou Laurent Caraffa J. Tarel R. Brémond DiffM 137 2 0 06 Jan 2025
SNeRV: Spectra-preserving Neural Representation for Video Jina Kim Jihoo Lee Je-Won Kang 174 6 0 03 Jan 2025
NeurTV: Total Variation on the Neural Domain Yisi Luo Xile Zhao Kai Ye Deyu Meng 162 4 0 03 Jan 2025
Variational autoencoders with latent high-dimensional steady geometric flows for dynamics Andrew Gracyk DRL 333 1 0 03 Jan 2025
Hierarchical Pose Estimation and Mapping with Multi-Scale Neural Feature Fields Evgenii Kruzhkov A. Savinykh Sven Behnke 3DV 97 0 0 31 Dec 2024
Resolution-Robust 3D MRI Reconstruction with 2D Diffusion Priors: Diverse-Resolution Training Outperforms Interpolation Anselm Krainovic Stefan Ruschke Reinhard Heckel MedIm 105 1 0 24 Dec 2024
TAR3D: Creating High-Quality 3D Assets via Next-Part Prediction Xuying Zhang Yutong Liu Yangguang Li Renrui Zhang Yong Liu ... Wanli Ouyang Zhiwei Xiong Shiyang Feng Qibin Hou Ming-Ming Cheng 346 4 0 22 Dec 2024
Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising Longji Xu Hongyuan Wang Lizhi Wang Xinyu Wang Lin Zhu Wanxuan Lu Hua Huang 241 2 0 21 Dec 2024
An explainable operator approximation framework under the guideline of Green's function Jianghang Gu Ling Wen Yuntian Chen Shiyi Chen 232 0 0 21 Dec 2024
Efficient Object-centric Representation Learning with Pre-trained Geometric Prior Phúc H. Lê Khắc Graham Healy Alan F. Smeaton OCL 178 1 0 16 Dec 2024
CAP4D: Creating Animatable 4D Portrait Avatars with Morphable Multi-View Diffusion Models Felix Taubner Ruihang Zhang Mathieu Tuli David B. Lindell 190 8 0 16 Dec 2024
GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control Mariam Hassan Sebastian Stapf Ahmad Rahimi Pedro M B Rezende Yasaman Haghighi ... Mathieu Salzmann Davide Scaramuzza Marc Pollefeys Paolo Favaro Alexandre Alahi VLM VGen 194 18 0 15 Dec 2024
NeRF-Texture: Synthesizing Neural Radiance Field Textures Yi-Hua Huang Yan-Pei Cao Yu-Kun Lai Y. Shan Lin Gao 218 0 0 13 Dec 2024
Mixture of neural fields for heterogeneous reconstruction in cryo-EM Axel Levy Rishwanth Raghu David Shustin Adele Rui-Yang Peng Huan Li Oliver Biggs Clarke Gordon Wetzstein Ellen D. Zhong 123 0 0 12 Dec 2024
Enhancing Implicit Neural Representations via Symmetric Power Transformation Weixiang Zhang Shuzhao Xie Chengwei Ren Shijia Ge Mingzi Wang Zhi Wang 236 2 0 12 Dec 2024
Modelling Mosquito Population Dynamics using PINN-derived Empirical Parameters Branislava Lalić D. V. Cuong Mina Petrić Vladimir Pavlovic Ana Firanj Sremac M. Roantree PINN 188 1 0 10 Dec 2024
Spatially-Adaptive Hash Encodings For Neural Surface Reconstruction Thomas Walker Octave Mariotti A. Vaxman Hakan Bilen 187 1 0 06 Dec 2024
Fan-Beam CT Reconstruction for Unaligned Sparse-View X-ray Baggage Dataset Shin Kim 179 0 0 04 Dec 2024
Diffusion models learn distributions generated by complex Langevin dynamics Diaa E. Habibi Gert Aarts Lei Wang K. Zhou DiffM 157 3 0 02 Dec 2024
HDGS: Textured 2D Gaussian Splatting for Enhanced Scene Rendering Yunzhou Song Heguang Lin Jiahui Lei Lingjie Liu Kostas Daniilidis 3DGS 182 6 0 02 Dec 2024
Efficient Compression of Sparse Accelerator Data Using Implicit Neural Representations and Importance Sampling Xihaier Luo Samuel Lurvey Yi Huang Zhongjing Jiang Jin-zhi Huang Byung-Jun Yoon 133 0 0 02 Dec 2024
Confidence-Aware Deep Learning for Load Plan Adjustments in the Parcel Service Industry Thomas Bruys Reza Zandehshahvar Amira Hijazi Pascal Van Hentenryck 144 3 0 26 Nov 2024
Quark: Real-time, High-resolution, and General Neural View Synthesis John Flynn Michael Broxton Lukas Murmann Lucy Chai Matthew DuVall ... Supreeth Achar Kira Prabhu Tiancheng Sun Lynn Tsai Ryan S. Overbeck 188 7 0 25 Nov 2024