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
Highly Accelerated MRI via Implicit Neural Representation Guided Posterior Sampling of Diffusion Models Jiayue Chu Chenhe Du Xiyue Lin Yuyao Zhang Hongjiang Wei MedIm DiffM 107 2 0 03 Jul 2024
SymPoint Revolutionized: Boosting Panoptic Symbol Spotting with Layer Feature Enhancement Wenlong Liu Tianyu Yang Qizhi Yu Lei Zhang 118 3 0 02 Jul 2024
Image-GS: Content-Adaptive Image Representation via 2D Gaussians Yunxiang Zhang Bingxuan Li Alexandr Kuznetsov Akshay Jindal Stavros Diolatzis Kenneth Chen Anton Sochenov Anton Kaplanyan Qi Sun 3DGS 177 8 0 02 Jul 2024
Active Human Pose Estimation via an Autonomous UAV Agent Jingxi Chen Botao He Chahat Deep Singh Cornelia Fermuller Yiannis Aloimonos 109 2 0 01 Jul 2024
Fast and Efficient: Mask Neural Fields for 3D Scene Segmentation Zihan Gao Lingling Li Licheng Jiao Fang Liu Xu Liu Wenping Ma Yuwei Guo Shuyuan Yang 84 2 0 01 Jul 2024
Enhancing Accuracy and Parameter-Efficiency of Neural Representations for Network Parameterization Hongjun Choi Jayaraman J. Thiagarajan Ruben Glatt Shusen Liu 139 2 0 29 Jun 2024
PNeRV: A Polynomial Neural Representation for Videos Sonam Gupta S. Tomar Grigorios G. Chrysos Sukhendu Das A. N. Rajagopalan 79 1 0 27 Jun 2024
MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion Jing Zou Lanqing Liu Qi Chen Shujun Wang Zhanli Hu Xiaohan Xing Jing Qin Mamba 121 9 0 27 Jun 2024
Human-Aware 3D Scene Generation with Spatially-constrained Diffusion Models Xiaolin Hong Hongwei Yi Fazhi He Qiong Cao 185 2 0 26 Jun 2024
Point-SAM: Promptable 3D Segmentation Model for Point Clouds Yuchen Zhou Jiayuan Gu Tung Yen Chiang Fanbo Xiang Hao Su 116 28 0 25 Jun 2024
A Matrix Product State Model for Simultaneous Classification and Generation Alex Mossi Bojan Žunkovic Kyriakos Flouris 122 6 0 25 Jun 2024
CoCPF: Coordinate-based Continuous Projection Field for Ill-Posed Inverse Problem in Imaging Zixuan Chen Lingxiao Yang Jian-Huang Lai Xiaohua Xie 88 0 0 21 Jun 2024
INFusion: Diffusion Regularized Implicit Neural Representations for 2D and 3D accelerated MRI reconstruction Yamin Arefeen Brett Levac Zach Stoebner Jonathan I. Tamir MedIm 91 3 0 19 Jun 2024
Uncertainty modeling for fine-tuned implicit functions A. Susmelj Mael Macuglia Nataša Tagasovska Reto Sutter Sebastiano Caprara Jean-Philippe Thiran E. Konukoglu 216 2 0 17 Jun 2024
Model-based learning for multi-antenna multi-frequency location-to-channel mapping Baptiste Chatelier Vincent Corlay M. Crussiére Luc Le Magoarou 285 2 0 17 Jun 2024
Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference Shayan Shekarforoush David B. Lindell Marcus A. Brubaker David J. Fleet 94 5 0 15 Jun 2024
1-Lipschitz Neural Distance Fields Guillaume Coiffier Louis Bethune 150 6 0 14 Jun 2024
Generalizable Implicit Neural Representation As a Universal Spatiotemporal Traffic Data Learner Tong Nie Guoyang Qin Wei Ma Jian Sun 95 1 0 13 Jun 2024
HDNet: Physics-Inspired Neural Network for Flow Estimation based on Helmholtz Decomposition Miao Qi R. Idoughi Wolfgang Heidrich PINN MDE 68 1 0 12 Jun 2024
VS-PINN: A fast and efficient training of physics-informed neural networks using variable-scaling methods for solving PDEs with stiff behavior Seungchan Ko Sang Hyeon Park 132 10 0 10 Jun 2024
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields David M. Knigge David R. Wessels Riccardo Valperga Samuele Papa Jan-Jakob Sonke E. Gavves Erik J. Bekkers AI4CE 129 13 0 10 Jun 2024
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits G. Gala Cassio de Campos Antonio Vergari Erik Quaeghebeur TPM 185 6 0 10 Jun 2024
Grounding Continuous Representations in Geometry: Equivariant Neural Fields David R. Wessels David M. Knigge Samuele Papa Riccardo Valperga Sharvaree P. Vadgama E. Gavves Erik J. Bekkers 295 12 0 09 Jun 2024
Normal-guided Detail-Preserving Neural Implicit Function for High-Fidelity 3D Surface Reconstruction Aarya Patel Hamid Laga Ojaswa Sharma 221 3 0 07 Jun 2024
GLACE: Global Local Accelerated Coordinate Encoding Fangjinhua Wang Xudong Jiang S. Galliani Christoph Vogel Marc Pollefeys 116 27 0 06 Jun 2024
Conv-INR: Convolutional Implicit Neural Representation for Multimodal Visual Signals Zhicheng Cai 133 1 0 06 Jun 2024
Encoding Semantic Priors into the Weights of Implicit Neural Representation Zhicheng Cai Qiu Shen 135 0 0 06 Jun 2024
How Far Can We Compress Instant-NGP-Based NeRF? Yihang Chen Qianyi Wu Mehrtash Harandi Jianfei Cai 120 25 0 06 Jun 2024
Quantum Implicit Neural Representations Jiaming Zhao Wenbo Qiao Peng Zhang Hui Gao 187 9 0 06 Jun 2024
Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT Le Zhuo Ruoyi Du Han Xiao Yangguang Li Dongyang Liu ... Wanli Ouyang Ziwei Liu Ping Luo Hongsheng Li Peng Gao 150 83 0 05 Jun 2024
Pre-trained Large Language Models Use Fourier Features to Compute Addition Tianyi Zhou Deqing Fu Vatsal Sharan Robin Jia LRM 119 21 0 05 Jun 2024
CoFie: Learning Compact Neural Surface Representations with Coordinate Fields Hanwen Jiang Haitao Yang Georgios Pavlakos Qixing Huang 123 4 0 05 Jun 2024
E(n) Equivariant Message Passing Cellular Networks Veljko Kovač Erik J. Bekkers Pietro Lio Floor Eijkelboom 155 3 0 05 Jun 2024
ReLUs Are Sufficient for Learning Implicit Neural Representations Joseph Shenouda Yamin Zhou Robert D. Nowak 143 7 0 04 Jun 2024
Query-based Semantic Gaussian Field for Scene Representation in Reinforcement Learning Jiaxu Wang Ziyi Zhang Qiang Zhang Jia Li Jingkai Sun Mingyuan Sun Junhao He Renjing Xu 3DGS 167 5 0 04 Jun 2024
Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE Jiaxu Liu Xinping Yi Sihao Wu Xiangyu Yin Tianle Zhang Xiaowei Huang Shi Jin 170 1 0 03 Jun 2024
Enhancing Dynamic CT Image Reconstruction with Neural Fields and Optical Flow Pablo Arratia Matthias Ehrhardt Lisa Kreusser 156 1 0 03 Jun 2024
Exploiting Frequency Correlation for Hyperspectral Image Reconstruction Muge Yan Lizhi Wang Lin Zhu Hua Huang 153 2 0 02 Jun 2024
Bilateral Guided Radiance Field Processing Yuehao Wang Chaoyi Wang Bingchen Gong Tianfan Xue 164 14 0 01 Jun 2024
ImplicitTerrain: a Continuous Surface Model for Terrain Data Analysis Haoan Feng Xin Xu L. Floriani 141 3 0 31 May 2024
Stochastic Optimal Control for Diffusion Bridges in Function Spaces Byoungwoo Park Jungwon Choi Sungbin Lim Juho Lee 293 6 0 31 May 2024
N-Dimensional Gaussians for Fitting of High Dimensional Functions Stavros Diolatzis Tobias Zirr Alexandr Kuznetsov Georgios Kopanas Anton Kaplanyan 3DGS 114 14 0 30 May 2024
HINT: Learning Complete Human Neural Representations from Limited Viewpoints Alessandro Sanvito Andrea Ramazzina Stefanie Walz Mario Bijelic Felix Heide 3DH 102 0 0 30 May 2024
DGD: Dynamic 3D Gaussians Distillation Isaac Labe Noam Issachar Itai Lang Sagie Benaim 186 8 0 29 May 2024
RNAFlow: RNA Structure & Sequence Design via Inverse Folding-Based Flow Matching Divya Nori Wengong Jin AI4CE 190 13 0 29 May 2024
Self-Supervised Dual Contouring Ramanathan Sundararaman Roman Klokov M. Ovsjanikov 143 1 0 28 May 2024
Towards a Sampling Theory for Implicit Neural Representations Mahrokh Najaf Gregory Ongie 141 0 0 28 May 2024
Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability Shenyuan Gao Jiazhi Yang Li Chen Kashyap Chitta Yihang Qiu Andreas Geiger Jun Zhang Hongyang Li 235 147 0 27 May 2024
GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping Junyoung Seo Kazumi Fukuda Takashi Shibuya Takuya Narihira Naoki Murata Shoukang Hu Chieh-Hsin Lai Seungryong Kim Yuki Mitsufuji 169 32 0 27 May 2024
PyGS: Large-scale Scene Representation with Pyramidal 3D Gaussian Splatting Zipeng Wang Dan Xu 3DGS 127 11 0 27 May 2024