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

18 June 2020

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

50 / 1,458 papers shown

Title
CDM: Contact Diffusion Model for Multi-Contact Point Localization Seo Wook Han Min Jun Kim DiffM 35 0 0 10 Feb 2025
Functional Complexity-adaptive Temporal Tensor Decomposition Panqi Chen Lei Cheng J. Li Weichang Li W. Liu Jiang Bian Shikai Fang CML 72 0 0 10 Feb 2025
Kolmogorov-Arnold Fourier Networks Jusheng Zhang Yijia Fan Kaitong Cai Keze Wang 61 0 0 09 Feb 2025
Density Ratio Estimation with Conditional Probability Paths Hanlin Yu Arto Klami Aapo Hyvarinen Anna Korba Omar Chehab 62 0 0 04 Feb 2025
Geometric Neural Process Fields Wenzhe Yin Zehao Xiao Jiayi Shen Yunlu Chen Cees G. M. Snoek J. Sonke E. Gavves AI4CE 41 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 44 0 0 03 Feb 2025
Lifting the Winding Number: Precise Representation of Complex Cuts in Subspace Physics Simulations Yue Chang Mengfei Liu Zhecheng Wang Peter Yichen Chen E. Grinspun AI4CE 63 0 0 02 Feb 2025
STAF: Sinusoidal Trainable Activation Functions for Implicit Neural Representation Alireza Morsali MohammadJavad Vaez Hossein Soltani A. Kazerouni Babak Taati Morteza Mohammad-Noori 112 1 0 02 Feb 2025
Gradient Alignment in Physics-informed Neural Networks: A Second-Order Optimization Perspective Sifan Wang Ananyae Kumar Bhartari Bowen Li P. Perdikaris PINN 54 4 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 57 3 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 40 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 69 16 0 23 Jan 2025
Retrieval-Augmented Neural Field for HRTF Upsampling and Personalization Yoshiki Masuyama G. Wichern François G. Germain Christopher Ick Jonathan Le Roux 80 0 0 22 Jan 2025
Generating visual explanations from deep networks using implicit neural representations Michal Byra Henrik Skibbe GAN FAtt 29 0 0 20 Jan 2025
Collaborative Imputation of Urban Time Series through Cross-city Meta-learning Tong Nie Wei Ma Jian-jun Sun Yu Yang Jiannong Cao AI4TS AI4CE 36 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 42 0 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-jin Liu 84 11 0 20 Jan 2025
Solving Infinite-Player Games with Player-to-Strategy Networks Carlos Martin T. Sandholm 49 0 0 17 Jan 2025
Score-based 3D molecule generation with neural fields Matthieu Kirchmeyer Pedro H. O. Pinheiro Saeed Saremi DiffM 43 0 0 15 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 47 1 0 06 Jan 2025
SNeRV: Spectra-preserving Neural Representation for Video Jina Kim Jihoo Lee Je-Won Kang 35 3 0 03 Jan 2025
Variational autoencoders with latent high-dimensional steady geometric flows for dynamics Andrew Gracyk DRL 63 0 0 03 Jan 2025
NeurTV: Total Variation on the Neural Domain Yisi Luo Xile Zhao Kai Ye Deyu Meng 43 1 0 03 Jan 2025
Hierarchical Pose Estimation and Mapping with Multi-Scale Neural Feature Fields Evgenii Kruzhkov A. Savinykh Sven Behnke 3DV 28 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 23 0 0 24 Dec 2024
An explainable operator approximation framework under the guideline of Green's function Jianghang Gu Ling Wen Yuntian Chen Shiyi Chen 64 0 0 21 Dec 2024
Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising Y. Wang Hongyuan Wang Lizhi Wang X. Wang Lin Zhu Wanxuan Lu Hua Huang 84 1 0 21 Dec 2024
Efficient Object-centric Representation Learning with Pre-trained Geometric Prior Phúc H. Lê Khắc Graham Healy A. Smeaton OCL 76 0 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 74 2 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 69 5 0 15 Dec 2024
NeRF-Texture: Synthesizing Neural Radiance Field Textures Yi-Hua Huang Yan-Pei Cao Yu-Kun Lai Y. Shan Lin Gao 114 0 0 13 Dec 2024
Mixture of neural fields for heterogeneous reconstruction in cryo-EM A. Levy Rishwanth Raghu David Shustin Adele Rui-Yang Peng Huan Li Oliver Biggs Clarke Gordon Wetzstein Ellen D. Zhong 75 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 79 2 0 12 Dec 2024
Physics-Based Dynamic Models Hybridisation Using Physics-Informed Neural Networks Branislava Lalić D. V. Cuong Mina Petrić Vladimir Pavlovic Ana Firanj Sremac M. Roantree PINN 62 0 0 10 Dec 2024
Spatially-Adaptive Hash Encodings For Neural Surface Reconstruction Thomas Walker Octave Mariotti A. Vaxman Hakan Bilen 68 0 0 06 Dec 2024
Fan-Beam CT Reconstruction for Unaligned Sparse-View X-ray Baggage Dataset Shin Kim 61 0 0 04 Dec 2024
Diffusion models learn distributions generated by complex Langevin dynamics Diaa E. Habibi Gert Aarts L. Wang K. Zhou DiffM 72 1 0 02 Dec 2024
HDGS: Textured 2D Gaussian Splatting for Enhanced Scene Rendering Yunzhou Song Heguang Lin Jiahui Lei Lingjie Liu Kostas Daniilidis 3DGS 81 2 0 02 Dec 2024
Efficient Compression of Sparse Accelerator Data Using Implicit Neural Representations and Importance Sampling Xihaier Luo Samuel Lurvey Yi Huang Yihui Ren Jin-zhi Huang Byung-Jun Yoon 68 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 58 2 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 71 1 0 25 Nov 2024
ZeroGS: Training 3D Gaussian Splatting from Unposed Images Yu Chen Rolandos Alexandros Potamias Evangelos Ververas Jifei Song Jiankang Deng G. Lee 3DGS 76 3 0 24 Nov 2024
There is no SAMantics! Exploring SAM as a Backbone for Visual Understanding Tasks Miguel Espinosa Chenhongyi Yang Linus Ericsson Steven G. McDonagh Elliot J. Crowley VLM 68 0 0 22 Nov 2024
$Applications of fractional calculus in learned optimization$ Applications of fractional calculus in learned optimization Teodor Alexandru Szente James Harrison M. Zanfir C. Sminchisescu 61 0 0 22 Nov 2024
Geometric Algebra Planes: Convex Implicit Neural Volumes Irmak Sivgin Sara Fridovich-Keil Gordon Wetzstein Mert Pilanci 68 1 0 20 Nov 2024
Superpixel-informed Implicit Neural Representation for Multi-Dimensional Data Jiayi Li Xile Zhao Jianli Wang Chao Wang Min Wang 72 1 0 18 Nov 2024
TSINR: Capturing Temporal Continuity via Implicit Neural Representations for Time Series Anomaly Detection Mengxuan Li Ke Liu Hongyang Chen Jiajun Bu Hongwei Wang Haishuai Wang AI4TS 91 0 0 18 Nov 2024
GaussianAnything: Interactive Point Cloud Flow Matching For 3D Object Generation Yushi Lan Shangchen Zhou Zhaoyang Lyu Fangzhou Hong Shuai Yang Bo Dai Xingang Pan Chen Change Loy 3DGS 53 3 0 12 Nov 2024
Acoustic Volume Rendering for Neural Impulse Response Fields Zitong Lan Chenhao Zheng Zhiwei Zheng Mingmin Zhao 28 4 0 09 Nov 2024
Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey Amer Essakine Yanqi Cheng Chun-Wun Cheng Lipei Zhang Zhongying Deng Lei Zhu Carola-Bibiane Schonlieb Angelica I Aviles-Rivero 49 5 0 06 Nov 2024