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
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 36 0 0 14 May 2025
JSover: Joint Spectrum Estimation and Multi-Material Decomposition from Single-Energy CT Projections Qing Wu Hongjiang Wei Jingyi Yu S. Kevin Zhou Y. Zhang 21 0 0 12 May 2025
Topology Guidance: Controlling the Outputs of Generative Models via Vector Field Topology Xiaohan Wang Matthew Berger DiffM 28 0 0 11 May 2025
Transformer-Based Dual-Optical Attention Fusion Crowd Head Point Counting and Localization Network Fei Zhou Yi Li Mingqing Zhu 26 0 0 11 May 2025
Causal Prompt Calibration Guided Segment Anything Model for Open-Vocabulary Multi-Entity Segmentation Jingyao Wang Jianqi Zhang Wenwen Qiang Changwen Zheng VLM 29 0 0 10 May 2025
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 41 0 0 08 May 2025
UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model T. Kaiser Thomas Norrenbrock Bodo Rosenhahn 44 0 0 08 May 2025
TetWeave: Isosurface Extraction using On-The-Fly Delaunay Tetrahedral Grids for Gradient-Based Mesh Optimization Alexandre Binninger Ruben Wiersma Philipp Herholz O. Sorkine-Hornung 92 0 0 07 May 2025
How to Train Your Metamorphic Deep Neural Network Thomas Sommariva Simone Calderara Angelo Porrello 19 0 0 07 May 2025
Physics-informed neural network estimation of active material properties in time-dependent cardiac biomechanical models Matthias Höfler Francesco Regazzoni S. Pagani Elias Karabelas Christoph M. Augustin Gundolf Haase Gernot Plank Federica Caforio 22 0 0 06 May 2025
A New Perspective To Understanding Multi-resolution Hash Encoding For Neural Fields Steven Tin Sui Luo 24 0 0 05 May 2025
RNBF: Real-Time RGB-D Based Neural Barrier Functions for Safe Robotic Navigation Satyajeet Das Yifan Xue Haoming Li Nadia Figueroa 27 0 0 04 May 2025
Integration Matters for Learning PDEs with Backwards SDEs Sungje Park Stephen Tu PINN 50 0 0 02 May 2025
Multi-level datasets training method in Physics-Informed Neural Networks Yao-Hsuan Tsai Hsiao-Tung Juan Pao-Hsiung Chiu Chao-An Lin AI4CE 36 0 0 30 Apr 2025
Partial Answer of How Transformers Learn Automata Tiantian 32 0 0 29 Apr 2025
Boosting 3D Liver Shape Datasets with Diffusion Models and Implicit Neural Representations K. T. Nguyen Francesca Tozzi W. Willaert J. Vankerschaver Nikdokht Rashidian W. D. Neve DiffM MedIm 90 0 0 28 Apr 2025
Attention to Detail: Fine-Scale Feature Preservation-Oriented Geometric Pre-training for AI-Driven Surrogate Modeling Yu-Hsuan Chen Jing Bi Cyril Ngo Ngoc Victor Oancea Jonathan Cagan L. Kara AI4CE 24 0 0 27 Apr 2025
CARL: Camera-Agnostic Representation Learning for Spectral Image Analysis Alexander Baumann Leonardo Ayala S. Jan Sellner Alexander Studier-Fischer Berkin Özdemir Lena Maier-Hein Slobodan Ilic 51 0 0 27 Apr 2025
QFGN: A Quantum Approach to High-Fidelity Implicit Neural Representations Hongni Jin Gurinder Singh Kenneth M. Merz Jr 36 0 0 26 Apr 2025
Physics-Driven Neural Compensation For Electrical Impedance Tomography Chuyu Wang Huiting Deng Dong Liu 22 0 0 25 Apr 2025
Reliable and Efficient Inverse Analysis using Physics-Informed Neural Networks with Distance Functions and Adaptive Weight Tuning Shota Deguchi Mitsuteru Asai PINN AI4CE 76 0 0 25 Apr 2025
Gradient Descent as a Shrinkage Operator for Spectral Bias Simon Lucey 38 0 0 25 Apr 2025
Spectral Bias Correction in PINNs for Myocardial Image Registration of Pathological Data Bastien C. Baluyot Marta Varela Chen Qin 23 0 0 24 Apr 2025
I-INR: Iterative Implicit Neural Representations Ali Haider Muhammad Salman Ali Maryam Qamar Tahir Khalil Soo Ye Kim Jihyong Oh Enzo Tartaglione Sung-Ho Bae 42 0 0 24 Apr 2025
Geometry aware inference of steady state PDEs using Equivariant Neural Fields representations Giovanni Catalani Michaël Bauerheim Frédéric Tost Xavier Bertrand Joseph Morlier AI4CE 47 0 0 24 Apr 2025
A Genealogy of Multi-Sensor Foundation Models in Remote Sensing Kevin Lane Morteza Karimzadeh 36 0 0 24 Apr 2025
Range Image-Based Implicit Neural Compression for LiDAR Point Clouds Akihiro Kuwabara Sorachi Kato T. Fujihashi T. Koike-Akino Takashi Watanabe 27 0 0 24 Apr 2025
Hyper-Transforming Latent Diffusion Models I. Peis Batuhan Koyuncu Isabel Valera J. Frellsen 27 0 0 23 Apr 2025
Physiological neural representation for personalised tracer kinetic parameter estimation from dynamic PET Kartikay Tehlan Thomas Wendler 24 0 0 23 Apr 2025
Revealing the 3D Cosmic Web through Gravitationally Constrained Neural Fields Brandon Zhao A. Levis Liam Connor Pratul P. Srinivasan Katherine L. Bouman 29 0 0 21 Apr 2025
Spectral Dictionary Learning for Generative Image Modeling Andrew Kiruluta DiffM 75 1 0 21 Apr 2025
LOOPE: Learnable Optimal Patch Order in Positional Embeddings for Vision Transformers M. Chowdhury Md Rifat Ur Rahman Akil Ahmad Taki 25 0 0 19 Apr 2025
How Learnable Grids Recover Fine Detail in Low Dimensions: A Neural Tangent Kernel Analysis of Multigrid Parametric Encodings Samuel Audia S. Feizi Matthias Zwicker Dinesh Manocha 23 0 0 18 Apr 2025
Accelerated Optimization of Implicit Neural Representations for CT Reconstruction Mahrokh Najaf Gregory Ongie 27 0 0 18 Apr 2025
SCENT: Robust Spatiotemporal Learning for Continuous Scientific Data via Scalable Conditioned Neural Fields David K. Park Xihaier Luo Guang Zhao Seungjun Lee M. Oprescu Shinjae Yoo AI4TS 27 0 0 16 Apr 2025
Cross-Frequency Implicit Neural Representation with Self-Evolving Parameters C. Yu Yisi Luo Kai Ye Xile Zhao Deyu Meng 21 0 0 15 Apr 2025
Easy3D: A Simple Yet Effective Method for 3D Interactive Segmentation Andrea Simonelli Norman Muller Peter Kontschieder 19 0 0 15 Apr 2025
Noise2Ghost: Self-supervised deep convolutional reconstruction for ghost imaging Mathieu Manni Dmitry Karpov K. Joost Batenburg S. Nicola Viganò 27 0 0 14 Apr 2025
An overview of condensation phenomenon in deep learning Zhi-Qin John Xu Yaoyu Zhang Zhangchen Zhou AI4CE 27 0 0 13 Apr 2025
MedIL: Implicit Latent Spaces for Generating Heterogeneous Medical Images at Arbitrary Resolutions Tyler A. Spears Shen Zhu Yinzhu Jin A. Shrivastava P. T. Fletcher LM&MA MedIm 47 0 0 12 Apr 2025
Transforming Future Data Center Operations and Management via Physical AI Zhiwei Cao Minghao Li Feng Lin Qiang Fu Jimin Jia Yonggang Wen Jianxiong Yin AI4CE 25 0 0 07 Apr 2025
PINNverse: Accurate parameter estimation in differential equations from noisy data with constrained physics-informed neural networks Marius Almanstötter Roman Vetter Dagmar Iber PINN 32 1 0 07 Apr 2025
Climplicit: Climatic Implicit Embeddings for Global Ecological Tasks Johannes Dollinger Damien Robert Elena Plekhanova Lukas Drees Jan Dirk Wegner AI4CE 32 0 0 07 Apr 2025
Exploring Kernel Transformations for Implicit Neural Representations Sheng Zheng Chaoning Zhang Dongshen Han Fachrina Dewi Puspitasari Xinhong Hao Yang Yang H. Shen 32 0 0 07 Apr 2025
SDEIT: Semantic-Driven Electrical Impedance Tomography Dong Liu Yuanchao Wu Bowen Tong Jiansong Deng DiffM 30 0 0 05 Apr 2025
DeepOHeat-v1: Efficient Operator Learning for Fast and Trustworthy Thermal Simulation and Optimization in 3D-IC Design Xinling Yu Z. Liu Hai Li Yixing Li Xin Ai Zhiyu Zeng Ian Young Zheng Zhang AI4CE 36 0 0 04 Apr 2025
Spline-based Transformers Prashanth Chandran Agon Serifi Markus Gross Moritz Bächer 36 0 0 03 Apr 2025
Hard-constraining Neumann boundary conditions in physics-informed neural networks via Fourier feature embeddings Christopher Straub Philipp Brendel Vlad Medvedev A. Rosskopf 36 0 0 01 Apr 2025
Zero-Shot 4D Lidar Panoptic Segmentation Yushan Zhang Aljosa Osep Laura Leal-Taixé Tim Meinhardt 3DPC 42 1 0 01 Apr 2025
SmartScan: An AI-based Interactive Framework for Automated Region Extraction from Satellite Images S. Nagendra Kashif Rashid 36 0 0 31 Mar 2025