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
Exploring Seasonal Variability in the Context of Neural Radiance Fields for 3D Reconstruction on Satellite Imagery Liv Kåreborn Erica Ingerstad Amanda Berg Justus Karlsson Leif Haglund 22 0 0 05 Nov 2024
Conformalized Prediction of Post-Fault Voltage Trajectories Using Pre-trained and Finetuned Attention-Driven Neural Operators Amirhossein Mollaali Gabriel Zufferey Gonzalo E. Constante-Flores Christian Moya Can Li Guang Lin Meng Yue 42 1 0 31 Oct 2024
Driving by the Rules: A Benchmark for Integrating Traffic Sign Regulations into Vectorized HD Map Xinyuan Chang Maixuan Xue Xinran Liu Zheng Pan Xing Wei 40 1 0 31 Oct 2024
Does equivariance matter at scale? Johann Brehmer S. Behrends P. D. Haan Taco S. Cohen 42 10 0 30 Oct 2024
Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting Chiu-Wai Yan Shi Quan Foo Van Hoan Trinh Dit-Yan Yeung Ka-Hing Wong W. Wong 32 1 0 30 Oct 2024
Predicting the Encoding Error of SIRENs Jeremy Vonderfecht Feng Liu AI4CE 40 3 0 29 Oct 2024
Neural Experts: Mixture of Experts for Implicit Neural Representations Yizhak Ben-Shabat Chamin Pasidu Hewa Koneputugodage Sameera Ramasinghe Stephen Gould 16 0 0 29 Oct 2024
On learning higher-order cumulants in diffusion models Gert Aarts Diaa E. Habibi L. Wang K. Zhou 26 4 0 28 Oct 2024
Plastic Learning with Deep Fourier Features Alex Lewandowski Dale Schuurmans Marlos C. Machado CLL 42 3 0 27 Oct 2024
Neural Fields in Robotics: A Survey Muhammad Zubair Irshad Mauro Comi Yen-Chen Lin Nick Heppert Abhinav Valada Rares Ambrus Z. Kira Jonathan Tremblay AI4CE 43 3 0 26 Oct 2024
A neural network approach for solving the Monge-Ampère equation with transport boundary condition Roel Hacking Lisa Kusch Koondanibha Mitra M. Anthonissen W. IJzerman 21 0 0 25 Oct 2024
ST-NeRP: Spatial-Temporal Neural Representation Learning with Prior Embedding for Patient-specific Imaging Study Liang Qiu Liyue Shen Lianli Liu Junyan Liu Yizheng Chen Lei Xing 33 1 0 25 Oct 2024
Few-shot NeRF by Adaptive Rendering Loss Regularization Qingshan Xu Xuanyu Yi Jianyao Xu Wenbing Tao Yew-Soon Ong Hanwang Zhang 22 6 0 23 Oct 2024
MvDrag3D: Drag-based Creative 3D Editing via Multi-view Generation-Reconstruction Priors Honghua Chen Yushi Lan Yongwei Chen Yifan Zhou Xingang Pan DiffM 3DGS 28 4 0 21 Oct 2024
Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning Ronglong Fang Yuesheng Xu 24 3 0 21 Oct 2024
Reinforced Imitative Trajectory Planning for Urban Automated Driving Di Zeng Ling Zheng Xiantong Yang Yinong Li 26 0 0 21 Oct 2024
Upsampling DINOv2 features for unsupervised vision tasks and weakly supervised materials segmentation Ronan Docherty Antonis Vamvakeros Samuel J. Cooper 31 1 0 20 Oct 2024
Inductive Gradient Adjustment For Spectral Bias In Implicit Neural Representations Kexuan Shi Hai Chen Leheng Zhang Shuhang Gu 28 1 0 17 Oct 2024
Radon Implicit Field Transform (RIFT): Learning Scenes from Radar Signals Daqian Bao Alex Saad-Falcon J. Romberg 24 0 0 16 Oct 2024
Optimizing 3D Geometry Reconstruction from Implicit Neural Representations Shen Fan Przemyslaw Musialski AI4CE 19 0 0 16 Oct 2024
Transfer Learning on Multi-Dimensional Data: A Novel Approach to Neural Network-Based Surrogate Modeling Adrienne M. Propp Daniel M. Tartakovsky AI4CE 26 2 0 16 Oct 2024
Resolution Enhancement of Under-sampled Photoacoustic Microscopy Images using Implicit Neural Representations Youshen Xiao Sheng Liao Xuanyang Tian Fan Zhang Xinlong Dong Yunhui Jiang X. Chen Ruixi Sun Yuyao Zhang Fei Gao 28 0 0 15 Oct 2024
The Ingredients for Robotic Diffusion Transformers Sudeep Dasari Oier Mees Sebastian Zhao M. K. Srirama Sergey Levine 48 20 0 14 Oct 2024
Physics-informed Neural Mapping and Motion Planning in Unknown Environments Yuchen Liu Ruiqi Ni A. H. Qureshi 26 2 0 13 Oct 2024
Interactive4D: Interactive 4D LiDAR Segmentation Ilya Fradlin Idil Esen Zulfikar Kadir Yilmaz Theodora Kontogianni Bastian Leibe 47 1 0 10 Oct 2024
RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation Songming Liu Lingxuan Wu Bangguo Li Hengkai Tan Huayu Chen Zhengyi Wang Ke Xu Hang Su Jun Zhu 29 75 0 10 Oct 2024
Learning a Neural Solver for Parametric PDE to Enhance Physics-Informed Methods Lise Le Boudec Emmanuel de Bezenac Louis Serrano Ramon Daniel Regueiro-Espino Yuan Yin Patrick Gallinari AI4CE 30 2 0 09 Oct 2024
Adaptive Random Fourier Features Training Stabilized By Resampling With Applications in Image Regression Aku Kammonen Anamika Pandey E. von Schwerin Raúl Tempone 29 0 0 08 Oct 2024
PH-Dropout: Practical Epistemic Uncertainty Quantification for View Synthesis Chuanhao Sun Thanos Triantafyllou Anthos Makris Maja Drmač Kai Xu Luo Mai Mahesh Marina 28 0 0 07 Oct 2024
Implicitly Learned Neural Phase Functions for Basis-Free Point Spread Function Engineering Aleksey Valouev 18 0 0 07 Oct 2024
FreSh: Frequency Shifting for Accelerated Neural Representation Learning Adam Kania Marko Mihajlovic Sergey Prokudin Jacek Tabor Przemysław Spurek 18 1 0 07 Oct 2024
H-SIREN: Improving implicit neural representations with hyperbolic periodic functions Rui Gao R. Jaiman AI4CE 31 2 0 07 Oct 2024
Neural Fourier Modelling: A Highly Compact Approach to Time-Series Analysis Minjung Kim Yusuke Hioka Michael Witbrock AI4TS 21 0 0 07 Oct 2024
SegINR: Segment-wise Implicit Neural Representation for Sequence Alignment in Neural Text-to-Speech Minchan Kim Myeonghun Jeong Joun Yeop Lee Nam Soo Kim 16 0 0 07 Oct 2024
Fast Training of Sinusoidal Neural Fields via Scaling Initialization Taesun Yeom Sangyoon Lee Jaeho Lee 53 2 0 07 Oct 2024
End-to-End Reaction Field Energy Modeling via Deep Learning based Voxel-to-voxel Transform Yongxian Wu Qiang Zhu Ray Luo 16 0 0 04 Oct 2024
Refinement of Monocular Depth Maps via Multi-View Differentiable Rendering Laura Fink Linus Franke Joachim Keinert Marc Stamminger MDE 3DV 31 0 0 04 Oct 2024
HyResPINNs: Hybrid Residual Networks for Adaptive Neural and RBF Integration in Solving PDEs Madison Cooley Robert M. Kirby Shandian Zhe Varun Shankar PINN AI4CE 23 0 0 04 Oct 2024
Fourier PINNs: From Strong Boundary Conditions to Adaptive Fourier Bases Madison Cooley Varun Shankar Robert M. Kirby Shandian Zhe 22 2 0 04 Oct 2024
FAN: Fourier Analysis Networks Yihong Dong Ge Li Yongding Tao Xue Jiang Kechi Zhang Jia Li Jing Su Jing Su Jun Zhang Jingjing Xu AI4TS 13 4 0 03 Oct 2024
Deep Learning Alternatives of the Kolmogorov Superposition Theorem Leonardo Ferreira Guilhoto P. Perdikaris 38 7 0 02 Oct 2024
Coordinate-Based Neural Representation Enabling Zero-Shot Learning for 3D Multiparametric Quantitative MRI Guoyan Lao Ruimin Feng Haikun Qi Zhenfeng Lv Qiangqiang Liu Chunlei Liu Yuyao Zhang Hongjiang Wei 28 0 0 02 Oct 2024
Towards Native Generative Model for 3D Head Avatar Yiyu Zhuang Yuxiao He Jiawei Zhang Yanwen Wang Jiahe Zhu Yao Yao Siyu Zhu Xun Cao Hao Zhu 3DH 32 4 0 02 Oct 2024
MiraGe: Editable 2D Images using Gaussian Splatting Joanna Waczyñska Tomasz Szczepanik Piotr Borycki S. Tadeja Thomas Bohné P. Spurek 3DGS 52 3 0 02 Oct 2024
On the expressiveness and spectral bias of KANs Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 32 9 0 02 Oct 2024
Scene Graph Disentanglement and Composition for Generalizable Complex Image Generation Yunnan Wang Ziqiang Li Zequn Zhang Wenyao Zhang Baao Xie Xihui Liu Wenjun Zeng Xin Jin CoGe DiffM 21 2 0 01 Oct 2024
LaDTalk: Latent Denoising for Synthesizing Talking Head Videos with High Frequency Details Jian Yang Xukun Wang Wentao Wang Guoming Li Qihang Fang Ruihong Yuan Tianyang Wang Jason Zhaoxin Fan Yeying Jin Zhaoxin Fan VGen 41 1 0 01 Oct 2024
OPONeRF: One-Point-One NeRF for Robust Neural Rendering Yu Zheng Yueqi Duan Kangfu Zheng Hongru Yan Jiwen Lu Jie Zhou 24 0 0 30 Sep 2024
Single-shot reconstruction of three-dimensional morphology of biological cells in digital holographic microscopy using a physics-driven neural network Jihwan Kim Youngdo Kim Hyo Seung Lee Eunseok Seo Sang Joon Lee 19 0 0 30 Sep 2024
WildFusion: Multimodal Implicit 3D Reconstructions in the Wild Yanbaihui Liu Boyuan Chen 24 0 0 30 Sep 2024