Seeing Implicit Neural Representations as Fourier Series

1 September 2021

Papers citing "Seeing Implicit Neural Representations as Fourier Series"

37 / 37 papers shown

Title
QFGN: A Quantum Approach to High-Fidelity Implicit Neural Representations Hongni Jin Gurinder Singh Kenneth M. Merz Jr 39 0 0 26 Apr 2025
SASNet: Spatially-Adaptive Sinusoidal Neural Networks Haoan Feng Diana Aldana Tiago Novello L. Floriani 52 0 0 12 Mar 2025
Generating visual explanations from deep networks using implicit neural representations Michal Byra Henrik Skibbe GAN FAtt 29 0 0 20 Jan 2025
Predicting the Encoding Error of SIRENs Jeremy Vonderfecht Feng Liu AI4CE 40 3 0 29 Oct 2024
On the expressiveness and spectral bias of KANs Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 32 9 0 02 Oct 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
Attention Beats Linear for Fast Implicit Neural Representation Generation Shuyi Zhang Ke Liu Jingjun Gu Xiaoxu Cai Zhihua Wang Jiajun Bu Haishuai Wang 40 1 0 22 Jul 2024
Quantum Implicit Neural Representations Jiaming Zhao Wenbo Qiao Peng Zhang Hui Gao 44 3 0 06 Jun 2024
Towards a Sampling Theory for Implicit Neural Representations Mahrokh Najaf Gregory Ongie 21 0 0 28 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
Spatiotemporal Implicit Neural Representation as a Generalized Traffic Data Learner Tong Nie Guoyang Qin Wei Ma Jiangming Sun 21 8 0 06 May 2024
JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients Woo Kyoung Han Sunghoon Im Jaedeok Kim Kyong Hwan Jin 28 2 0 03 Apr 2024
Physics-informed neural network for acoustic resonance analysis in a one-dimensional acoustic tube Kazuya Yokota Takahiko Kurahashi Masajiro Abe 16 5 0 18 Oct 2023
Implicit neural representation for change detection Peter Naylor Diego Di Carlo Arianna Traviglia Makoto Yamada M. Fiorucci 3DPC 16 1 0 28 Jul 2023
Siamese SIREN: Audio Compression with Implicit Neural Representations Luca A. Lanzendörfer Roger Wattenhofer 27 9 0 22 Jun 2023
Recovering Continuous Scene Dynamics from A Single Blurry Image with Events Zhang Cheng Xiang Zhang Lei Yu Jian-zhuo Liu Wentao Yang Gui-Song Xia 11 1 0 05 Apr 2023
Harnessing Low-Frequency Neural Fields for Few-Shot View Synthesis Liangchen Song Zhong Li Xuan Gong Lele Chen Z. Chen Yinghao Xu Junsong Yuan 62 6 0 15 Mar 2023
Frequency-Modulated Point Cloud Rendering with Easy Editing Yi Zhang Xiaoyang Huang Bingbing Ni Teng Li Wenjun Zhang 33 13 0 14 Mar 2023
Hypernetworks build Implicit Neural Representations of Sounds Filip Szatkowski Karol J. Piczak Przemtslaw Spurek Jacek Tabor Tomasz Trzciñski 22 11 0 09 Feb 2023
Understanding Sinusoidal Neural Networks Tiago Novello 17 2 0 04 Dec 2022
Neural Fourier Filter Bank Zhijie Wu Yuhe Jin K. M. Yi 11 27 0 04 Dec 2022
TINC: Tree-structured Implicit Neural Compression Runzhao Yang Tingxiong Xiao Yuxiao Cheng J. Suo Qionghai Dai 31 11 0 12 Nov 2022
A unified model for continuous conditional video prediction Xi Ye Guillaume-Alexandre Bilodeau AI4TS 32 7 0 11 Oct 2022
SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical Data Runzhao Yang Tingxiong Xiao Yuxiao Cheng Qi Cao Jinyuan Qu J. Suo Qionghai Dai 35 15 0 30 Sep 2022
3D Neural Sculpting (3DNS): Editing Neural Signed Distance Functions Petros Tzathas Petros Maragos A. Roussos 13 6 0 28 Sep 2022
HyperTime: Implicit Neural Representation for Time Series Elizabeth Fons Alejandro Sztrajman Yousef El-Laham Alexandros Iosifidis Svitlana Vyetrenko AI4TS 27 20 0 11 Aug 2022
Learning Local Implicit Fourier Representation for Image Warping Jae-Won Lee K. Choi Kyong Hwan Jin 11 16 0 05 Jul 2022
WOLONet: Wave Outlooker for Efficient and High Fidelity Speech Synthesis Yi Wang Yi Si 12 0 0 20 Jun 2022
Generalised Implicit Neural Representations Daniele Grattarola P. Vandergheynst 19 30 0 31 May 2022
Intrinsic Neural Fields: Learning Functions on Manifolds Lukas Koestler Daniel Grittner Michael Moeller Daniel Cremers Zorah Lähner 15 22 0 15 Mar 2022
Diffeomorphic Image Registration with Neural Velocity Field Kun Han Shanlin Sun Xiangyi Yan Chenyu You Hao Tang Junayed Naushad Haoyu Ma Deying Kong Xiaohui Xie MedIm 20 21 0 25 Feb 2022
Exploring Differential Geometry in Neural Implicits Tiago Novello Guilherme Gonçalves Schardong L. Schirmer V. Silva Helio Lopes Luiz Velho 57 26 0 23 Jan 2022
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 19 613 0 22 Nov 2021
LVAC: Learned Volumetric Attribute Compression for Point Clouds using Coordinate Based Networks Berivan Isik P. Chou S. Hwang Nick Johnston G. Toderici 3DPC 23 28 0 17 Nov 2021
Physics-informed neural networks for one-dimensional sound field predictions with parameterized sources and impedance boundaries N. Borrel-Jensen A. Engsig-Karup C. Jeong AI4CE 12 34 0 23 Sep 2021
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 216 558 0 19 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 214 971 0 10 Mar 2020