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
Latent-INR: A Flexible Framework for Implicit Representations of Videos with Discriminative Semantics Shishira R. Maiya Anubhav Gupta M. Gwilliam Max Ehrlich Abhinav Shrivastava 35 3 1 05 Aug 2024
MedUHIP: Towards Human-In-the-Loop Medical Segmentation Jiayuan Zhu A. Billard 29 0 0 03 Aug 2024
UlRe-NeRF: 3D Ultrasound Imaging through Neural Rendering with Ultrasound Reflection Direction Parameterization Ziwen Guo Zi Fang Zhuang Fu 24 1 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 33 5 0 31 Jul 2024
Radiance Fields for Robotic Teleoperation Maximum Wilder-Smith Vaishakh Patil Marco Hutter AI4CE 41 7 0 29 Jul 2024
Aero-Nef: Neural Fields for Rapid Aircraft Aerodynamics Simulations Giovanni Catalani Siddhant Agarwal Xavier Bertrand Frédéric Tost Michaël Bauerheim Joseph Morlier AI4CE 41 4 0 29 Jul 2024
Sensor Selection via GFlowNets: A Deep Generative Modeling Framework to Navigate Combinatorial Complexity Spilios Evmorfos Zhaoyi Xu Athina P. Petropulu 19 2 0 29 Jul 2024
Text2LiDAR: Text-guided LiDAR Point Cloud Generation via Equirectangular Transformer Yang Wu Kaihua Zhang Jianjun Qian Jin Xie Jian Yang DiffM 37 4 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 59 1 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 46 1 0 26 Jul 2024
Towards the Spectral bias Alleviation by Normalizations in Coordinate Networks Zhicheng Cai Hao Zhu Qiu Shen Xinran Wang Xun Cao 31 0 0 25 Jul 2024
Spectrum-Informed Multistage Neural Networks: Multiscale Function Approximators of Machine Precision Jakin Ng Yongjian Wang Ching-Yao Lai 38 1 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 34 13 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 28 2 0 22 Jul 2024
Local All-Pair Correspondence for Point Tracking Seokju Cho Jiahui Huang Jisu Nam Honggyu An Seungryong Kim Joon-Young Lee 24 26 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 36 1 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 22 3 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 50 3 0 19 Jul 2024
Neural topology optimization: the good, the bad, and the ugly Suryanarayanan Manoj Sanu Alejandro M. Aragon Miguel A. Bessa 16 2 0 19 Jul 2024
MeshFeat: Multi-Resolution Features for Neural Fields on Meshes Mihir Mahajan Florian Hofherr Daniel Cremers AI4CE 37 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 35 4 0 18 Jul 2024
Robust Multivariate Time Series Forecasting against Intra- and Inter-Series Transitional Shift Hui He Qi Zhang Kun Yi Xiaojun Xue Shoujin Wang Liang Hu Longbin Cao OOD AI4TS 55 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 36 2 0 18 Jul 2024
A Resolution Independent Neural Operator B. Bahmani S. Goswami Ioannis G. Kevrekidis Michael D. Shields 28 7 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 31 0 0 16 Jul 2024
Deep Learning without Global Optimization by Random Fourier Neural Networks Owen Davis Gianluca Geraci Mohammad Motamed BDL 48 0 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 21 1 0 15 Jul 2024
Interactive Rendering of Relightable and Animatable Gaussian Avatars Youyi Zhan Tianjia Shao He-Nan Wang Yin Yang Kun Zhou 3DGS 46 2 0 15 Jul 2024
Pattern Guided UV Recovery for Realistic Video Garment Texturing Youyi Zhan Tuanfeng Y. Wang Tianjia Shao Kun Zhou 55 2 0 14 Jul 2024
Physics-Informed Learning of Characteristic Trajectories for Smoke Reconstruction Yiming Wang Siyu Tang Mengyu Chu AI4CE 32 3 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 28 0 0 11 Jul 2024
MeshAvatar: Learning High-quality Triangular Human Avatars from Multi-view Videos Yushuo Chen Zerong Zheng Zhe Li Chao Xu Y. Liu 3DH 39 10 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 37 2 0 09 Jul 2024
RRM: Relightable assets using Radiance guided Material extraction Diego Gomez Julien Philip Adrien Kaiser Élie Michel 22 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 32 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 22 0 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 19 2 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 34 1 0 03 Jul 2024
SymPoint Revolutionized: Boosting Panoptic Symbol Spotting with Layer Feature Enhancement Wenlong Liu Tianyu Yang Qizhi Yu Lei Zhang 41 2 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 84 4 0 02 Jul 2024
Active Human Pose Estimation via an Autonomous UAV Agent Jingxi Chen Botao He Chahat Deep Singh Cornelia Fermuller Yiannis Aloimonos 26 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 29 0 0 01 Jul 2024
Enhancing Accuracy and Parameter-Efficiency of Neural Representations for Network Parameterization Hongjun Choi Jayaraman J. Thiagarajan Ruben Glatt Shusen Liu 37 0 0 29 Jun 2024
PNeRV: A Polynomial Neural Representation for Videos Sonam Gupta S. Tomar Grigorios G. Chrysos Sukhendu Das A. N. Rajagopalan 40 0 0 27 Jun 2024
MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion Jing Zou Lanqing Liu Qi Chen Shujun Wang Zhanli Hu Xiaohan Xing Jing Qin Mamba 35 2 0 27 Jun 2024
Human-Aware 3D Scene Generation with Spatially-constrained Diffusion Models Xiaolin Hong Hongwei Yi Fazhi He Qiong Cao 23 2 0 26 Jun 2024
Point-SAM: Promptable 3D Segmentation Model for Point Clouds Yuchen Zhou Jiayuan Gu Tung Yen Chiang Fanbo Xiang Hao Su 40 17 0 25 Jun 2024
CoCPF: Coordinate-based Continuous Projection Field for Ill-Posed Inverse Problem in Imaging Zixuan Chen Lingxiao Yang Jian-Huang Lai Xiaohua Xie 20 0 0 21 Jun 2024
INFusion: Diffusion Regularized Implicit Neural Representations for 2D and 3D accelerated MRI reconstruction Y. Arefeen Brett Levac Zach Stoebner Jonathan I. Tamir MedIm 16 1 0 19 Jun 2024
Uncertainty modeling for fine-tuned implicit functions A. Susmelj Mael Macuglia Nataša Tagasovska Reto Sutter Sebastiano Caprara Jean-Philippe Thiran E. Konukoglu 62 1 0 17 Jun 2024