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 / 1,625 papers shown

Title
Deep Phase Coded Image Prior Nimrod Shabtay Eli Schwartz Raja Giryes 167 0 0 05 Apr 2024
Rethinking Non-Negative Matrix Factorization with Implicit Neural Representations Krishna Subramani Paris Smaragdis Takuya Higuchi M. Souden 60 1 0 05 Apr 2024
OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views Francis Engelmann Fabian Manhardt Michael Niemeyer Keisuke Tateno Marc Pollefeys Federico Tombari VLM 189 41 1 04 Apr 2024
Segmentation-Guided Knee Radiograph Generation using Conditional Diffusion Models Siyuan Mei F. Fan Fabian Wagner Mareike Thies Mingxuan Gu Yipeng Sun Andreas Maier MedIm 114 1 0 04 Apr 2024
Composite Bayesian Optimization In Function Spaces Using NEON -- Neural Epistemic Operator Networks Leonardo Ferreira Guilhoto P. Perdikaris BDL 108 5 0 03 Apr 2024
MeshBrush: Painting the Anatomical Mesh with Neural Stylization for Endoscopy John J. Han Ayberk Acar Nicholas L. Kavoussi Jie Ying Wu MedIm 149 1 0 03 Apr 2024
Federated Multi-Agent Mapping for Planetary Exploration Tiberiu-Ioan Szatmari Abhishek Cauligi FedML AI4CE 132 0 0 02 Apr 2024
FraGNNet: A Deep Probabilistic Model for Tandem Mass Spectrum Prediction A. Young Fei Wang D. Wishart Bo Wang Russell Greiner Hannes L. Röst 106 5 0 02 Apr 2024
TexVocab: Texture Vocabulary-conditioned Human Avatars Yuxiao Liu Zhe Li Yebin Liu Haoqian Wang 143 4 0 31 Mar 2024
NeSLAM: Neural Implicit Mapping and Self-Supervised Feature Tracking With Depth Completion and Denoising Tianchen Deng Yanbo Wang Hongle Xie Hesheng Wang Jingchuan Wang Danwei W. Wang Weidong Chen 3DV 133 31 0 29 Mar 2024
SCINeRF: Neural Radiance Fields from a Snapshot Compressive Image Yunhao Li Xiaodong Wang Ping Wang Xin Yuan Peidong Liu 91 1 0 29 Mar 2024
Grounding and Enhancing Grid-based Models for Neural Fields Zelin Zhao Fenglei Fan Wenlong Liao Junchi Yan 158 7 0 29 Mar 2024
Stable Surface Regularization for Fast Few-Shot NeRF Byeongin Joung Byeong-uk Lee Jaesung Choe Ukcheol Shin Minjun Kang Taeyeop Lee In So Kweon KuK-Jin Yoon 148 0 0 29 Mar 2024
Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want Weifeng Lin Xinyu Wei Ruichuan An Shiyang Feng Bocheng Zou Yulin Luo Siyuan Huang Shanghang Zhang Hongsheng Li VLM 238 63 0 29 Mar 2024
A finite operator learning technique for mapping the elastic properties of microstructures to their mechanical deformations Shahed Rezaei Reza Najian Asl S. Faroughi Mahdi Asgharzadeh Ali Harandi Rasoul Najafi Koopas G. Laschet Stefanie Reese Markus Apel AI4CE 163 12 0 28 Mar 2024
GlORIE-SLAM: Globally Optimized RGB-only Implicit Encoding Point Cloud SLAM Ganlin Zhang Erik Sandström Youmin Zhang Manthan Patel Luc Van Gool Martin R. Oswald 123 32 0 28 Mar 2024
From Activation to Initialization: Scaling Insights for Optimizing Neural Fields Hemanth Saratchandran Sameera Ramasinghe Simon Lucey AI4CE 200 6 0 28 Mar 2024
Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric Consistency Yingjie Xu Bangzhen Liu Hao Tang Bailin Deng Shengfeng He 95 5 0 26 Mar 2024
Bidirectional Consistency Models Liangchen Li Jiajun He DiffM 286 17 0 26 Mar 2024
Comp4D: LLM-Guided Compositional 4D Scene Generation Dejia Xu Hanwen Liang N. Bhatt Hezhen Hu Hanxue Liang Konstantinos N. Plataniotis Zhangyang Wang 126 33 0 25 Mar 2024
Parametric Encoding with Attention and Convolution Mitigate Spectral Bias of Neural Partial Differential Equation Solvers Mehdi Shishehbor Shirin Hosseinmardi Ramin Bostanabad AI4CE 100 9 0 22 Mar 2024
Recent Trends in 3D Reconstruction of General Non-Rigid Scenes Raza Yunus J. E. Lenssen Michael Niemeyer Yiyi Liao Christian Rupprecht Christian Theobalt Gerard Pons-Moll Jia-Bin Huang Vladislav Golyanik Eddy Ilg 210 32 0 22 Mar 2024
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans Heng Guo Jianfeng Zhang Jiaxing Huang Tony C. W. Mok Dazhou Guo Ke Yan Le Lu Dakai Jin Minfeng Xu MedIm 71 8 0 22 Mar 2024
Surface Reconstruction from Point Clouds via Grid-based Intersection Prediction Hui Tian Kai Xu 3DPC 3DV 141 1 0 21 Mar 2024
VAPO: Visibility-Aware Keypoint Localization for Efficient 6DoF Object Pose Estimation Ruyi Lian Haibin Ling Longin Jan Latecki Haibin Ling 224 0 0 21 Mar 2024
ReGround: Improving Textual and Spatial Grounding at No Cost Yuseung Lee Minhyuk Sung DiffM 200 3 0 20 Mar 2024
Robust NAS under adversarial training: benchmark, theory, and beyond Yongtao Wu Fanghui Liu Carl-Johann Simon-Gabriel Grigorios G. Chrysos Volkan Cevher AAML OOD 128 7 0 19 Mar 2024
IFFNeRF: Initialisation Free and Fast 6DoF pose estimation from a single image and a NeRF model M. Bortolon T. Tsesmelis Stuart James Fabio Poiesi Alessio Del Bue 100 7 0 19 Mar 2024
Large-scale flood modeling and forecasting with FloodCast Qingsong Xu Yilei Shi Jonathan Bamber Chaojun Ouyang Xiao Xiang Zhu AI4CE 101 27 0 18 Mar 2024
Notochord: a Flexible Probabilistic Model for Real-Time MIDI Performance Victor Shepardson Jack Armitage Thor Magnusson 127 3 0 18 Mar 2024
Reinforcement Learning with Generalizable Gaussian Splatting Jiaxu Wang Qiang Zhang Jingkai Sun Jiahang Cao Yecheng Shao Renjing Xu 3DGS OffRL 151 10 0 18 Mar 2024
Exploring Multi-modal Neural Scene Representations With Applications on Thermal Imaging M. Ozer Maximilian Weiherer Martin Hundhausen Bernhard Egger 90 9 0 18 Mar 2024
Stochastic approach for elliptic problems in perforated domains Jihun Han Yoonsang Lee 39 2 0 18 Mar 2024
DPPE: Dense Pose Estimation in a Plenoxels Environment using Gradient Approximation Christopher Kolios Yeganeh Bahoo Sajad Saeedi 70 0 0 16 Mar 2024
FeatUp: A Model-Agnostic Framework for Features at Any Resolution Stephanie Fu Mark Hamilton Laura E. Brandt Axel Feldmann Zhoutong Zhang William T. Freeman MDE 156 68 0 15 Mar 2024
An intuitive multi-frequency feature representation for SO(3)-equivariant networks Dongwon Son Jaehyung Kim Sanghyeon Son Beomjoon Kim 3DPC 141 3 0 15 Mar 2024
Animate Your Motion: Turning Still Images into Dynamic Videos Mingxiao Li Bo Wan Marie-Francine Moens Tinne Tuytelaars VGen DiffM 123 7 0 15 Mar 2024
Generalized Predictive Model for Autonomous Driving Jiazhi Yang Shenyuan Gao Yihang Qiu Li Chen Tianyu Li ... Ping Luo Jun Zhang Andreas Geiger Yu Qiao Hongyang Li VGen 157 95 0 14 Mar 2024
CLOAF: CoLlisiOn-Aware Human Flow Andrey Davydov Martin Engilberge Mathieu Salzmann Pascal Fua 3DH 95 2 0 14 Mar 2024
3DFIRES: Few Image 3D REconstruction for Scenes with Hidden Surface Linyi Jin Nilesh Kulkarni David Fouhey 3DV 111 4 0 13 Mar 2024
A Novel Implicit Neural Representation for Volume Data Armin Sheibanifard Hongchuan Yu 123 7 0 13 Mar 2024
GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting Xinjie Zhang Xingtong Ge Tongda Xu Dailan He Yan Wang Hongwei Qin Guo Lu Jing Geng Jun Zhang 3DGS 177 44 0 13 Mar 2024
CINA: Conditional Implicit Neural Atlas for Spatio-Temporal Representation of Fetal Brains Maik Dannecker V. Kyriakopoulou Lucilio Cordero-Grande Anthony N. Price Joseph V. Hajnal Daniel Rueckert 101 6 0 13 Mar 2024
Scalable Spatiotemporal Prediction with Bayesian Neural Fields Feras A. Saad Jacob Burnim Colin Carroll Brian Patton Urs Köster Rif A. Saurous Matthew Hoffman BDL AI4TS AI4CE 90 14 0 12 Mar 2024
FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization Jiahui Zhang Fangneng Zhan Muyu Xu Shijian Lu Eric Xing 3DGS 147 79 0 11 Mar 2024
Fast Kernel Scene Flow Xueqian Li Simon Lucey 98 1 0 09 Mar 2024
Learning Traveling Solitary Waves Using Separable Gaussian Neural Networks Siyuan Xing E. Charalampidis 100 0 0 07 Mar 2024
Neural Redshift: Random Networks are not Random Functions Damien Teney A. Nicolicioiu Valentin Hartmann Ehsan Abbasnejad 357 30 0 04 Mar 2024
Unsigned Orthogonal Distance Fields: An Accurate Neural Implicit Representation for Diverse 3D Shapes Yujie Lu Long Wan Nayu Ding Yulong Wang Shuhan Shen Shen Cai Lin Gao 125 8 0 03 Mar 2024
Tree-Regularized Tabular Embeddings Xuan Li Yunhe Wang Boqian Li LMTD 126 3 0 01 Mar 2024