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

Title
$Applications of fractional calculus in learned optimization$ Applications of fractional calculus in learned optimization Teodor Alexandru Szente James Harrison M. Zanfir C. Sminchisescu 153 1 0 22 Nov 2024
Geometric Algebra Planes: Convex Implicit Neural Volumes Irmak Sivgin Sara Fridovich-Keil Gordon Wetzstein Mert Pilanci 212 2 0 20 Nov 2024
Superpixel-informed Implicit Neural Representation for Multi-Dimensional Data Jiayi Li Xile Zhao Jianli Wang Chao Wang Min Wang 168 4 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 324 4 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 219 1 0 12 Nov 2024
Acoustic Volume Rendering for Neural Impulse Response Fields Zitong Lan Chenhao Zheng Zhiwei Zheng Mingmin Zhao 116 8 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 125 18 0 06 Nov 2024
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 102 1 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 91 2 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 316 5 0 31 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 103 6 0 30 Oct 2024
Does equivariance matter at scale? Johann Brehmer S. Behrends P. D. Haan Taco S. Cohen 204 25 0 30 Oct 2024
Predicting the Encoding Error of SIRENs Jeremy Vonderfecht Feng Liu AI4CE 129 4 0 29 Oct 2024
Neural Experts: Mixture of Experts for Implicit Neural Representations Yizhak Ben-Shabat Chamin Pasidu Hewa Koneputugodage Sameera Ramasinghe Stephen Gould 80 5 0 29 Oct 2024
On learning higher-order cumulants in diffusion models Gert Aarts Diaa E. Habibi Lei Wang K. Zhou 125 6 0 28 Oct 2024
Plastic Learning with Deep Fourier Features Alex Lewandowski Dale Schuurmans Marlos C. Machado CLL 152 6 0 27 Oct 2024
Neural Fields in Robotics: A Survey Muhammad Zubair Irshad Mauro Comi Yen-Chen Lin Nick Heppert Abhinav Valada Rares Andrei Ambrus Z. Kira Jonathan Tremblay AI4CE 184 14 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 50 1 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 79 2 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 110 8 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 99 6 0 21 Oct 2024
Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning Ronglong Fang Yuesheng Xu 100 7 0 21 Oct 2024
Reinforced Imitative Trajectory Planning for Urban Automated Driving Di Zeng Ling Zheng Xiantong Yang Yinong Li 121 0 0 21 Oct 2024
Upsampling DINOv2 features for unsupervised vision tasks and weakly supervised materials segmentation Ronan Docherty Antonis Vamvakeros Samuel J. Cooper 170 3 0 20 Oct 2024
Inductive Gradient Adjustment For Spectral Bias In Implicit Neural Representations Kexuan Shi Hai Chen Leheng Zhang Shuhang Gu 155 1 0 17 Oct 2024
Radon Implicit Field Transform (RIFT): Learning Scenes from Radar Signals Daqian Bao Alex Saad-Falcon Justin Romberg 82 0 0 16 Oct 2024
Optimizing 3D Geometry Reconstruction from Implicit Neural Representations Shen Fan Przemyslaw Musialski AI4CE 113 1 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 136 3 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 Xinyu Chen Ruixi Sun Yuyao Zhang Fei Gao 97 0 0 15 Oct 2024
The Ingredients for Robotic Diffusion Transformers Sudeep Dasari Oier Mees Sebastian Zhao Mohan Kumar Srirama Sergey Levine 168 39 0 14 Oct 2024
Physics-informed Neural Mapping and Motion Planning in Unknown Environments Yuchen Liu Ruiqi Ni A. H. Qureshi 198 4 0 13 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 231 239 0 10 Oct 2024
Interactive4D: Interactive 4D LiDAR Segmentation Ilya Fradlin Idil Esen Zulfikar Kadir Yilmaz Theodora Kontogianni Bastian Leibe 167 3 0 10 Oct 2024
Learning a Neural Solver for Parametric PDE to Enhance Physics-Informed Methods Lise Le Boudec Emmanuel de Bézenac Louis Serrano Ramon Daniel Regueiro-Espino Yuan Yin Patrick Gallinari AI4CE 172 4 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 92 2 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 K. Marina 119 0 0 07 Oct 2024
Implicitly Learned Neural Phase Functions for Basis-Free Point Spread Function Engineering Aleksey Valouev 77 0 0 07 Oct 2024
FreSh: Frequency Shifting for Accelerated Neural Representation Learning Adam Kania Marko Mihajlovic Sergey Prokudin Jacek Tabor Przemysław Spurek 107 5 0 07 Oct 2024
H-SIREN: Improving implicit neural representations with hyperbolic periodic functions Rui Gao R. Jaiman AI4CE 128 4 0 07 Oct 2024
Neural Fourier Modelling: A Highly Compact Approach to Time-Series Analysis Minjung Kim Yusuke Hioka Michael Witbrock AI4TS 123 1 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 92 0 0 07 Oct 2024
Fast Training of Sinusoidal Neural Fields via Scaling Initialization Taesun Yeom Sangyoon Lee Jaeho Lee 157 5 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 47 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 111 0 0 04 Oct 2024
Refinement of Monocular Depth Maps via Multi-View Differentiable Rendering Laura Fink Linus Franke Bernhard Egger Joachim Keinert Marc Stamminger MDE 3DV 137 0 0 04 Oct 2024
Fourier PINNs: From Strong Boundary Conditions to Adaptive Fourier Bases Madison Cooley Varun Shankar Robert M. Kirby Shandian Zhe 174 3 0 04 Oct 2024
FAN: Fourier Analysis Networks Yihong Dong Ge Li Yongding Tao Xue Jiang Kechi Zhang Jia Li Jinliang Deng Jing Su Jun Zhang Jingjing Xu AI4TS 192 11 0 03 Oct 2024
Deep Learning Alternatives of the Kolmogorov Superposition Theorem Leonardo Ferreira Guilhoto P. Perdikaris 188 9 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 94 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 125 7 0 02 Oct 2024