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 / 1,617 papers shown

Title
Reference-free Axial Super-resolution of 3D Microscopy Images using Implicit Neural Representation with a 2D Diffusion Prior Kyungryun Lee Won-Ki Jeong MedIm 84 2 0 16 Aug 2024
Bi-directional Contextual Attention for 3D Dense Captioning Minjung Kim Hyung Suk Lim Soonyoung Lee Bumsoo Kim Gunhee Kim 117 4 0 13 Aug 2024
Implicit Neural Representation For Accurate CFD Flow Field Prediction L. D. Vito Nils Pinnau Simone Dey AI4CE 136 1 0 12 Aug 2024
ClickAttention: Click Region Similarity Guided Interactive Segmentation Long Xu Shanghong Li Yongquan Chen Junkang Chen Rui Huang Feng Wu 101 0 0 12 Aug 2024
How Well Can Vision Language Models See Image Details? Chenhui Gou Abdulwahab Felemban Faizan Farooq Khan Deyao Zhu Jianfei Cai Hamid Rezatofighi Mohamed Elhoseiny VLM MLLM 126 9 0 07 Aug 2024
Fast Sprite Decomposition from Animated Graphics Tomoyuki Suzuki Kotaro Kikuchi Kota Yamaguchi 123 3 0 07 Aug 2024
Data-Driven Stochastic Closure Modeling via Conditional Diffusion Model and Neural Operator Xinghao Dong Chuanqi Chen Jin-Long Wu DiffM AI4CE 177 8 0 06 Aug 2024
Latent-INR: A Flexible Framework for Implicit Representations of Videos with Discriminative Semantics Shishira R. Maiya Anubhav Gupta M. Gwilliam Max Ehrlich Abhinav Shrivastava 119 4 1 05 Aug 2024
MedUHIP: Towards Human-In-the-Loop Medical Segmentation Jiayuan Zhu A. Billard 84 2 0 03 Aug 2024
UlRe-NeRF: 3D Ultrasound Imaging through Neural Rendering with Ultrasound Reflection Direction Parameterization Ziwen Guo Zi Fang Zhuang Fu 114 2 0 01 Aug 2024
Robust Box Prompt based SAM for Medical Image Segmentation Yuhao Huang Xin Yang Han Zhou Yan Cao Haoran Dou Fajin Dong Dong Ni VLM MedIm 115 7 0 31 Jul 2024
Aero-Nef: Neural Fields for Rapid Aircraft Aerodynamics Simulations Giovanni Catalani Siddhant Agarwal Xavier Bertrand Frédéric Tost Michaël Bauerheim Joseph Morlier AI4CE 140 10 0 29 Jul 2024
Sensor Selection via GFlowNets: A Deep Generative Modeling Framework to Navigate Combinatorial Complexity Spilios Evmorfos Zhaoyi Xu Athina P. Petropulu 48 3 0 29 Jul 2024
Text2LiDAR: Text-guided LiDAR Point Cloud Generation via Equirectangular Transformer Yang Wu Kaihua Zhang Jianjun Qian Jin Xie Zhiqiang Wang DiffM 195 14 0 29 Jul 2024
Radiance Fields for Robotic Teleoperation Maximum Wilder-Smith Vaishakh Patil Marco Hutter AI4CE 205 12 0 29 Jul 2024
FINER++: Building a Family of Variable-periodic Functions for Activating Implicit Neural Representation Hao Zhu Zhen Liu Qi Zhang Jingde Fu Weibing Deng Zhan Ma Yanwen Guo Xun Cao 128 5 0 28 Jul 2024
Regularized Multi-Decoder Ensemble for an Error-Aware Scene Representation Network Tianyu Xiong Skylar W. Wurster Hanqi Guo Tom Peterka Han-Wei Shen UQCV 187 4 0 26 Jul 2024
Towards the Spectral bias Alleviation by Normalizations in Coordinate Networks Zhicheng Cai Hao Zhu Qiu Shen Xinran Wang Xun Cao 160 2 0 25 Jul 2024
Spectrum-Informed Multistage Neural Networks: Multiscale Function Approximators of Machine Precision Jakin Ng Yongjian Wang Ching-Yao Lai 84 6 0 24 Jul 2024
PreciseControl: Enhancing Text-To-Image Diffusion Models with Fine-Grained Attribute Control Rishubh Parihar VS Sachidanand Sabariswaran Mani Tejan Karmali R. V. Babu DiffM 145 19 0 24 Jul 2024
DiffX: Guide Your Layout to Cross-Modal Generative Modeling Zeyu Wang Jingyu Lin Yifei Qian Yi Huang Shicen Tian ... Qu Yang Lan Du Cunjian Chen Yufei Guo Kejie Huang DiffM VLM 131 3 0 22 Jul 2024
Local All-Pair Correspondence for Point Tracking Seokju Cho Jiahui Huang Jisu Nam Honggyu An Seungryong Kim Joon-Young Lee 134 41 0 22 Jul 2024
Attention Beats Linear for Fast Implicit Neural Representation Generation Shuyi Zhang Ke Liu Jingjun Gu Xiaoxu Cai Zhihua Wang Jiajun Bu Haishuai Wang 166 3 0 22 Jul 2024
Hierarchical Windowed Graph Attention Network and a Large Scale Dataset for Isolated Indian Sign Language Recognition Suvajit Patra Arkadip Maitra Megha Tiwari K. Kumaran Swathy Prabhu Swami Punyeshwarananda Soumitra Samanta 97 9 0 19 Jul 2024
Mono-ViFI: A Unified Learning Framework for Self-supervised Single- and Multi-frame Monocular Depth Estimation Jinfeng Liu Lingtong Kong Bo Li Zerong Wang Hong Gu Jinwei Chen MDE 129 5 0 19 Jul 2024
Neural topology optimization: the good, the bad, and the ugly Suryanarayanan Manoj Sanu Alejandro M. Aragon Miguel A. Bessa 126 4 0 19 Jul 2024
MeshFeat: Multi-Resolution Features for Neural Fields on Meshes Mihir Mahajan Florian Hofherr Daniel Cremers AI4CE 120 0 0 18 Jul 2024
Implicit Filtering for Learning Neural Signed Distance Functions from 3D Point Clouds Shengtao Li G. Gao Yudong Liu M. Gu Yu-Shen Liu 3DPC 133 7 0 18 Jul 2024
Robust Multivariate Time Series Forecasting against Intra- and Inter-Series Transitional Shift Hui He Tao Gui Kun Yi Xiaojun Xue Shoujin Wang Liang Hu Longbin Cao OOD AI4TS 135 0 0 18 Jul 2024
Many Perception Tasks are Highly Redundant Functions of their Input Data Rahul Ramesh Anthony Bisulco Ronald W. DiTullio Linran Wei Vijay Balasubramanian Kostas Daniilidis Pratik Chaudhari 202 4 0 18 Jul 2024
A Resolution Independent Neural Operator B. Bahmani S. Goswami Ioannis G. Kevrekidis Michael D. Shields 137 13 0 17 Jul 2024
SGIFormer: Semantic-guided and Geometric-enhanced Interleaving Transformer for 3D Instance Segmentation Lei Yao Yi Wang Moyun Liu Lap-Pui Chau 161 6 0 16 Jul 2024
Deep Learning without Global Optimization by Random Fourier Neural Networks Owen Davis Gianluca Geraci Mohammad Motamed BDL 207 1 0 16 Jul 2024
Data-Guided Physics-Informed Neural Networks for Solving Inverse Problems in Partial Differential Equations Wei Zhou Y. F. Xu AI4CE PINN 133 3 0 15 Jul 2024
Interactive Rendering of Relightable and Animatable Gaussian Avatars Youyi Zhan Tianjia Shao He Wang Yin Yang Kun Zhou 3DGS 188 3 0 15 Jul 2024
Pattern Guided UV Recovery for Realistic Video Garment Texturing Youyi Zhan Tuanfeng Y. Wang Tianjia Shao Kun Zhou 101 2 0 14 Jul 2024
Physics-Informed Learning of Characteristic Trajectories for Smoke Reconstruction Yiming Wang Siyu Tang Mengyu Chu AI4CE 96 7 0 12 Jul 2024
Neural Poisson Solver: A Universal and Continuous Framework for Natural Signal Blending Delong Wu Hao Zhu Qi Zhang You Li Zhan Ma X. Cao 109 1 0 11 Jul 2024
MeshAvatar: Learning High-quality Triangular Human Avatars from Multi-view Videos Yushuo Chen Zerong Zheng Zhe Li Chao Xu Teli Ma 3DH 112 21 0 11 Jul 2024
Frequency and Generalisation of Periodic Activation Functions in Reinforcement Learning Augustine N. Mavor-Parker Matthew J. Sargent Caswell Barry Lewis D. Griffin Clare Lyle 173 4 0 09 Jul 2024
RRM: Relightable assets using Radiance guided Material extraction Diego Gomez Julien Philip Adrien Kaiser Élie Michel 105 0 0 08 Jul 2024
Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation J. Lee Jaehyun Park Min Jun Choi Kyogu Lee 133 2 0 07 Jul 2024
LMSeg: A deep graph message-passing network for efficient and accurate semantic segmentation of large-scale 3D landscape meshes Zexian Huang K. Khoshelham Gunditj Mirring Traditional Owners Corporation Martin Tomko 3DV 84 1 0 05 Jul 2024
Limited-View Photoacoustic Imaging Reconstruction Via High-quality Self-supervised Neural Representation Youshen Xiao Yuting Shen Bowei Yao Xiran Cai Yuyao Zhang Fei Gao 88 1 0 04 Jul 2024
Highly Accelerated MRI via Implicit Neural Representation Guided Posterior Sampling of Diffusion Models Jiayue Chu Chenhe Du Xiyue Lin Yuyao Zhang Hongjiang Wei MedIm DiffM 107 2 0 03 Jul 2024
SymPoint Revolutionized: Boosting Panoptic Symbol Spotting with Layer Feature Enhancement Wenlong Liu Tianyu Yang Qizhi Yu Lei Zhang 118 3 0 02 Jul 2024
Image-GS: Content-Adaptive Image Representation via 2D Gaussians Yunxiang Zhang Bingxuan Li Alexandr Kuznetsov Akshay Jindal Stavros Diolatzis Kenneth Chen Anton Sochenov Anton Kaplanyan Qi Sun 3DGS 173 8 0 02 Jul 2024
Active Human Pose Estimation via an Autonomous UAV Agent Jingxi Chen Botao He Chahat Deep Singh Cornelia Fermuller Yiannis Aloimonos 109 2 0 01 Jul 2024
Fast and Efficient: Mask Neural Fields for 3D Scene Segmentation Zihan Gao Lingling Li Licheng Jiao Fang Liu Xu Liu Wenping Ma Yuwei Guo Shuyuan Yang 84 2 0 01 Jul 2024
Enhancing Accuracy and Parameter-Efficiency of Neural Representations for Network Parameterization Hongjun Choi Jayaraman J. Thiagarajan Ruben Glatt Shusen Liu 139 2 0 29 Jun 2024