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
Model-based learning for multi-antenna multi-frequency location-to-channel mapping Baptiste Chatelier Vincent Corlay M. Crussiére Luc Le Magoarou 31 1 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 16 1 0 15 Jun 2024
1-Lipschitz Neural Distance Fields Guillaume Coiffier Louis Bethune 41 3 0 14 Jun 2024
Generalizable Implicit Neural Representation As a Universal Spatiotemporal Traffic Data Learner Tong Nie Guoyang Qin Wei Ma Jian Sun 18 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 23 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 35 1 0 10 Jun 2024
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields David M. Knigge David R. Wessels Riccardo Valperga Samuele Papa J. Sonke E. Gavves Erik J. Bekkers AI4CE 28 4 0 10 Jun 2024
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits G. Gala Cassio de Campos Antonio Vergari Erik Quaeghebeur TPM 61 4 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 38 7 0 09 Jun 2024
Normal-guided Detail-Preserving Neural Implicit Function for High-Fidelity 3D Surface Reconstruction Aarya Patel Hamid Laga Ojaswa Sharma 43 1 0 07 Jun 2024
GLACE: Global Local Accelerated Coordinate Encoding Fangjinhua Wang Xudong Jiang S. Galliani Christoph Vogel Marc Pollefeys 27 15 0 06 Jun 2024
Conv-INR: Convolutional Implicit Neural Representation for Multimodal Visual Signals Zhicheng Cai 36 0 0 06 Jun 2024
Encoding Semantic Priors into the Weights of Implicit Neural Representation Zhicheng Cai Qiu Shen 28 0 0 06 Jun 2024
How Far Can We Compress Instant-NGP-Based NeRF? Yihang Chen Qianyi Wu Mehrtash Harandi Jianfei Cai 26 15 0 06 Jun 2024
Quantum Implicit Neural Representations Jiaming Zhao Wenbo Qiao Peng Zhang Hui Gao 44 3 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 Yu Qiao Hongsheng Li Peng Gao 52 44 0 05 Jun 2024
Pre-trained Large Language Models Use Fourier Features to Compute Addition Tianyi Zhou Deqing Fu Vatsal Sharan Robin Jia LRM 34 9 0 05 Jun 2024
CoFie: Learning Compact Neural Surface Representations with Coordinate Fields Hanwen Jiang Haitao Yang Georgios Pavlakos Qixing Huang 31 3 0 05 Jun 2024
E(n) Equivariant Message Passing Cellular Networks Veljko Kovač Erik J. Bekkers Pietro Lio' Floor Eijkelboom 34 1 0 05 Jun 2024
ReLUs Are Sufficient for Learning Implicit Neural Representations Joseph Shenouda Yamin Zhou Robert D. Nowak 28 5 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 29 3 0 04 Jun 2024
Enhancing Dynamic CT Image Reconstruction with Neural Fields Through Explicit Motion Regularizers Pablo Arratia Matthias Ehrhardt Lisa Kreusser 18 0 0 03 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 34 0 0 03 Jun 2024
Exploiting Frequency Correlation for Hyperspectral Image Reconstruction Muge Yan Lizhi Wang Lin Zhu Hua Huang 37 2 0 02 Jun 2024
Bilateral Guided Radiance Field Processing Yuehao Wang Chaoyi Wang Bingchen Gong Tianfan Xue 35 7 0 01 Jun 2024
ImplicitTerrain: a Continuous Surface Model for Terrain Data Analysis Haoan Feng Xin Xu L. Floriani 30 1 0 31 May 2024
Stochastic Optimal Control for Diffusion Bridges in Function Spaces Byoungwoo Park Jungwon Choi Sungbin Lim Juho Lee 45 3 0 31 May 2024
N-Dimensional Gaussians for Fitting of High Dimensional Functions Stavros Diolatzis Tobias Zirr Alexandr Kuznetsov Georgios Kopanas Anton Kaplanyan 3DGS 31 6 0 30 May 2024
HINT: Learning Complete Human Neural Representations from Limited Viewpoints Alessandro Sanvito Andrea Ramazzina Stefanie Walz Mario Bijelic Felix Heide 3DH 29 0 0 30 May 2024
DGD: Dynamic 3D Gaussians Distillation Isaac Labe Noam Issachar Itai Lang Sagie Benaim 36 4 0 29 May 2024
RNAFlow: RNA Structure & Sequence Design via Inverse Folding-Based Flow Matching Divya Nori Wengong Jin AI4CE 39 8 0 29 May 2024
Towards a Sampling Theory for Implicit Neural Representations Mahrokh Najaf Gregory Ongie 16 0 0 28 May 2024
Self-Supervised Dual Contouring Ramanathan Sundararaman Roman Klokov M. Ovsjanikov 24 1 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 60 75 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 52 12 0 27 May 2024
PyGS: Large-scale Scene Representation with Pyramidal 3D Gaussian Splatting Zipeng Wang Dan Xu 3DGS 25 8 0 27 May 2024
Extreme Compression of Adaptive Neural Images Leo Hoshikawa Marcos V. Conde Takeshi Ohashi Atsushi Irie 37 1 0 27 May 2024
Physics informed cell representations for variational formulation of multiscale problems Yuxiang Gao Soheil Kolouri R. Duddu AI4CE 22 0 0 27 May 2024
Nonlinear denoising score matching for enhanced learning of structured distributions Jeremiah Birrell M. Katsoulakis Luc Rey-Bellet Benjamin J. Zhang Wei-wei Zhu DiffM 23 1 0 24 May 2024
Understanding the dynamics of the frequency bias in neural networks Juan Molina Mircea Petrache F. Sahli Costabal Matías Courdurier 27 1 0 23 May 2024
Nuclear Norm Regularization for Deep Learning Christopher Scarvelis Justin Solomon 25 1 0 23 May 2024
Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows A. Cabezas Louis Sharrock Christopher Nemeth 34 1 0 23 May 2024
HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera Yunfan Lu Zipeng Wang Yusheng Wang Hui Xiong 30 5 0 22 May 2024
Implicit-ARAP: Efficient Handle-Guided Deformation of High-Resolution Meshes and Neural Fields via Local Patch Meshing Daniele Baieri Filippo Maggioli Zorah Lähner Simone Melzi Emanuele Rodolà 30 3 0 21 May 2024
ASMR: Activation-sharing Multi-resolution Coordinate Networks For Efficient Inference Jason Chun Lok Li Steven Tin Sui Luo Le Xu Ngai Wong 14 4 0 20 May 2024
PT43D: A Probabilistic Transformer for Generating 3D Shapes from Single Highly-Ambiguous RGB Images Yiheng Xiong Angela Dai ViT 25 0 0 20 May 2024
Depth Prompting for Sensor-Agnostic Depth Estimation Jin-Hwi Park Chanhwi Jeong Junoh Lee Hae-Gon Jeon MDE VLM 38 7 0 20 May 2024
Images that Sound: Composing Images and Sounds on a Single Canvas Ziyang Chen Daniel Geng Andrew Owens DiffM 48 9 0 20 May 2024
Improving Point-based Crowd Counting and Localization Based on Auxiliary Point Guidance I-Hsiang Chen Wei-Ting Chen Yu-Wei Liu Ming-Hsuan Yang Sy-Yen Kuo 31 9 0 17 May 2024
NeRO: Neural Road Surface Reconstruction Ruibo Wang Song Zhang Ping Huang Donghai Zhang Haoyu Chen 3DV 27 1 0 17 May 2024