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"

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Title
Implicit Transformer Network for Screen Content Image Continuous Super-Resolution Jingyu Yang Sheng Shen Huanjing Yue Kun Li 11 61 0 12 Dec 2021
Early Stopping for Deep Image Prior Hengkang Wang Taihui Li Zhong Zhuang Tiancong Chen Hengyue Liang Ju Sun 18 62 0 11 Dec 2021
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality Honglu Zhou Asim Kadav Aviv Shamsian Shijie Geng Farley Lai Long Zhao Tingxi Liu Mubbasir Kapadia H. Graf 19 23 0 11 Dec 2021
PERF: Performant, Explicit Radiance Fields Sverker Rasmuson Erik Sintorn Ulf Assarsson 15 8 0 10 Dec 2021
BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering Yuanbo Xiangli Linning Xu Xingang Pan Nanxuan Zhao Anyi Rao Christian Theobalt Bo Dai Dahua Lin AI4CE 24 227 0 10 Dec 2021
Subspace Decomposition based DNN algorithm for elliptic type multi-scale PDEs Xi-An Li Z. Xu Lei Zhang 11 27 0 10 Dec 2021
UNIST: Unpaired Neural Implicit Shape Translation Network Qimin Chen Johannes Merz Aditya Sanghi Hooman Shayani Ali Mahdavi-Amiri Hao Zhang 3DPC 23 7 0 10 Dec 2021
Enhancing Multi-Scale Implicit Learning in Image Super-Resolution with Integrated Positional Encoding Ying-Tian Liu Yuanchen Guo Song-Hai Zhang SupR 23 11 0 10 Dec 2021
A Bayesian Treatment of Real-to-Sim for Deformable Object Manipulation Rika Antonova Jingyun Yang Priya Sundaresan D. Fox Fabio Ramos Jeannette Bohg 15 18 0 09 Dec 2021
BACON: Band-limited Coordinate Networks for Multiscale Scene Representation David B. Lindell Dave Van Veen Jeong Joon Park Gordon Wetzstein 19 144 0 09 Dec 2021
Implicit Neural Representations for Image Compression Yannick Strümpler Janis Postels Ren Yang Luc van Gool F. Tombari 19 158 0 08 Dec 2021
Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields Dor Verbin Peter Hedman B. Mildenhall Todd E. Zickler Jonathan T. Barron Pratul P. Srinivasan 19 584 0 07 Dec 2021
Functional Regularization for Reinforcement Learning via Learned Fourier Features Alexander C. Li Deepak Pathak 40 16 0 06 Dec 2021
Text2Mesh: Text-Driven Neural Stylization for Meshes O. Michel Roi Bar-On Richard Liu Sagie Benaim Rana Hanocka CLIP AI4CE 185 350 0 06 Dec 2021
Neural Photometry-guided Visual Attribute Transfer Carlos Rodriguez-Pardo Elena Garces 13 10 0 05 Dec 2021
Implicit Neural Deformation for Sparse-View Face Reconstruction Moran Li Haibin Huang Yi Zheng Mengtian Li Nong Sang Chongyang Ma CVBM 3DH 26 8 0 05 Dec 2021
SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing Yichun Shi Xiao Yang Yangyue Wan Xiaohui Shen GAN 142 83 0 04 Dec 2021
A Structured Dictionary Perspective on Implicit Neural Representations Gizem Yüce Guillermo Ortiz-Jiménez Beril Besbinar P. Frossard 26 86 0 03 Dec 2021
Fast Neural Representations for Direct Volume Rendering S. Weiss Philipp Hermüller Rüdiger Westermann 19 40 0 02 Dec 2021
Learning Neural Light Fields with Ray-Space Embedding Networks Benjamin Attal Jia-Bin Huang Michael Zollhoefer Johannes Kopf Changil Kim AI4CE 27 57 0 02 Dec 2021
Neural Weight Step Video Compression Mikolaj Czerkawski Javier Cardona Robert C. Atkinson W. Michie I. Andonovic C. Clemente Christos Tachtatzis 22 0 0 02 Dec 2021
Neural Point Light Fields Julian Ost I. Laradji Alejandro Newell Yuval Bahat Felix Heide 16 55 0 02 Dec 2021
Zero-Shot Text-Guided Object Generation with Dream Fields Ajay Jain B. Mildenhall Jonathan T. Barron Pieter Abbeel Ben Poole 35 560 0 02 Dec 2021
Hierarchical Learning to Solve Partial Differential Equations Using Physics-Informed Neural Networks Jihun Han Yoonsang Lee AI4CE 22 10 0 02 Dec 2021
GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation Xingzhe He Bastian Wandt Helge Rhodin GAN 26 21 0 02 Dec 2021
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs Michael Niemeyer Jonathan T. Barron B. Mildenhall Mehdi S. M. Sajjadi Andreas Geiger Noha Radwan 51 579 0 01 Dec 2021
Light Field Implicit Representation for Flexible Resolution Reconstruction Paramanand Chandramouli Hendrik Sommerhoff A. Kolb 17 4 0 30 Nov 2021
NeuSample: Neural Sample Field for Efficient View Synthesis Jiemin Fang Lingxi Xie Xinggang Wang Xiaopeng Zhang Wenyu Liu Qi Tian 6 23 0 30 Nov 2021
Path Integral Sampler: a stochastic control approach for sampling Qinsheng Zhang Yongxin Chen DiffM 13 101 0 30 Nov 2021
Beyond Periodicity: Towards a Unifying Framework for Activations in Coordinate-MLPs Sameera Ramasinghe Simon Lucey 11 118 0 30 Nov 2021
LatentHuman: Shape-and-Pose Disentangled Latent Representation for Human Bodies Sandro Lombardi Bangbang Yang Tianxing Fan Hujun Bao Guofeng Zhang Marc Pollefeys Zhaopeng Cui 3DH 12 9 0 30 Nov 2021
Deblur-NeRF: Neural Radiance Fields from Blurry Images Li Ma Xiaoyu Li Jing Liao Qi Zhang Xuan Wang Jue Wang Pedro Sander 19 178 0 29 Nov 2021
$Recovery of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements using Neural Fields$ Recovery of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements using Neural Fields Renhao Liu Yu Sun Jiabei Zhu L. Tian Ulugbek Kamilov 11 78 0 27 Nov 2021
Neural Fields as Learnable Kernels for 3D Reconstruction Francis Williams Zan Gojcic S. Khamis Denis Zorin Joan Bruna Sanja Fidler Or Litany 42 66 0 26 Nov 2021
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields Jonathan T. Barron B. Mildenhall Dor Verbin Pratul P. Srinivasan Peter Hedman 17 1,619 0 23 Nov 2021
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 31 613 0 22 Nov 2021
Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction Cheng Sun Min Sun Hwann-Tzong Chen 28 1,048 0 22 Nov 2021
Density Ratio Estimation via Infinitesimal Classification Kristy Choi Chenlin Meng Yang Song Stefano Ermon 14 38 0 22 Nov 2021
DeepCurrents: Learning Implicit Representations of Shapes with Boundaries David R Palmer Dmitriy Smirnov Stephanie Wang Albert Chern Justin Solomon AI4CE 12 20 0 17 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 26 28 0 17 Nov 2021
Local Texture Estimator for Implicit Representation Function Jaewon Lee Kyong Hwan Jin SupR 11 165 0 17 Nov 2021
Towards Lightweight Controllable Audio Synthesis with Conditional Implicit Neural Representations Jan Zuiderveld Marco Federici Erik J. Bekkers AI4CE 29 6 0 14 Nov 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello J. Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 48 444 0 10 Nov 2021
Neural Scene Flow Prior Xueqian Li J. K. Pontes Simon Lucey AI4CE 16 93 0 01 Nov 2021
Meta-Learning Sparse Implicit Neural Representations Jaehoon Lee Jihoon Tack Namhoon Lee Jinwoo Shin 17 43 0 27 Oct 2021
Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition Mark Boss Varun Jampani Raphael Braun Ce Liu Jonathan T. Barron Hendrik P. A. Lensch 23 206 0 27 Oct 2021
NeRV: Neural Representations for Videos Hao Chen Bo He Hanyu Wang Yixuan Ren Ser-Nam Lim Abhinav Shrivastava 23 241 0 26 Oct 2021
Periodic Activation Functions Induce Stationarity Lassi Meronen Martin Trapp Arno Solin BDL 9 20 0 26 Oct 2021
Neural Relightable Participating Media Rendering Q. Zheng Gurprit Singh Hans-Peter Seidel AI4CE 17 19 0 25 Oct 2021
Shape and Reflectance Reconstruction in Uncontrolled Environments by Differentiable Rendering Rui Li Guangming Zang Miao Qi Wolfgang Heidrich 28 1 0 25 Oct 2021