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 / 1,623 papers shown

Title
HumanNeRF: Free-viewpoint Rendering of Moving People from Monocular Video Chung-Yi Weng Brian L. Curless Pratul P. Srinivasan Jonathan T. Barron Ira Kemelmacher-Shlizerman 3DH 251 530 0 11 Jan 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 203 140 0 05 Jan 2022
StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2 Ivan Skorokhodov Sergey Tulyakov Mohamed Elhoseiny VGen 235 307 0 29 Dec 2021
Deep learning for location based beamforming with NLOS channels Luc Le Magoarou Taha Yassine S. Paquelet M. Crussiére 95 14 0 29 Dec 2021
Video Reconstruction from a Single Motion Blurred Image using Learned Dynamic Phase Coding E. Yosef Shay Elmalem Raja Giryes 156 5 0 28 Dec 2021
BANMo: Building Animatable 3D Neural Models from Many Casual Videos Gengshan Yang Minh Vo Natalia Neverova Deva Ramanan Andrea Vedaldi Hanbyul Joo 3DH 221 213 0 23 Dec 2021
FourierMask: Instance Segmentation using Fourier Mapping in Implicit Neural Networks Hamd ul Moqeet Riaz Nuri Benbarka Timon Hoeffer A. Zell ISeg 80 1 0 23 Dec 2021
NICE-SLAM: Neural Implicit Scalable Encoding for SLAM Zihan Zhu Songyou Peng Viktor Larsson Weiwei Xu Hujun Bao Zhaopeng Cui Martin R. Oswald Marc Pollefeys 253 807 0 22 Dec 2021
Learning Positional Embeddings for Coordinate-MLPs Sameera Ramasinghe Simon Lucey 108 10 0 21 Dec 2021
Implicit Neural Video Compression Yunfan Zhang T. V. Rozendaal Johann Brehmer Markus Nagel Taco S. Cohen 155 63 0 21 Dec 2021
StyleSwin: Transformer-based GAN for High-resolution Image Generation Bo Zhang Shuyang Gu Bo Zhang Jianmin Bao Dong Chen Fang Wen Yong Wang B. Guo ViT 153 251 0 20 Dec 2021
TFDPM: Attack detection for cyber-physical systems with diffusion probabilistic models Tijin Yan Tong Zhou Yufeng Zhan Yuanqing Xia DiffM 86 10 0 20 Dec 2021
Light Field Neural Rendering M. Suhail Carlos Esteves Leonid Sigal A. Makadia 160 137 0 17 Dec 2021
Implicit Neural Representations for Deconvolving SAS Images Albert W. Reed Thomas E. Blanford Daniel C. Brown Suren Jayasuriya 62 8 0 16 Dec 2021
SphereSR: 360° Image Super-Resolution with Arbitrary Projection via Continuous Spherical Image Representation Youngho Yoon Inchul Chung Lin Wang Kuk-Jin Yoon 138 41 0 13 Dec 2021
Implicit Transformer Network for Screen Content Image Continuous Super-Resolution Jingyu Yang Sheng Shen Huanjing Yue Kun Li 96 73 0 12 Dec 2021
Early Stopping for Deep Image Prior Hengkang Wang Taihui Li Zhong Zhuang Tiancong Chen Hengyue Liang Ju Sun 227 70 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 91 25 0 11 Dec 2021
PERF: Performant, Explicit Radiance Fields Sverker Rasmuson Erik Sintorn Ulf Assarsson 84 9 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 222 255 0 10 Dec 2021
Subspace Decomposition based DNN algorithm for elliptic type multi-scale PDEs Xi-An Li Z. Xu Lei Zhang 121 33 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 88 9 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 88 13 0 10 Dec 2021
A Bayesian Treatment of Real-to-Sim for Deformable Object Manipulation Rika Antonova Jingyun Yang Priya Sundaresan Dieter Fox Fabio Ramos Jeannette Bohg 130 23 0 09 Dec 2021
BACON: Band-limited Coordinate Networks for Multiscale Scene Representation David B. Lindell Dave Van Veen Jeong Joon Park Gordon Wetzstein 166 164 0 09 Dec 2021
Implicit Neural Representations for Image Compression Yannick Strümpler Janis Postels Ren Yang Luc van Gool F. Tombari 179 176 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 170 658 0 07 Dec 2021
Functional Regularization for Reinforcement Learning via Learned Fourier Features Alexander C. Li Deepak Pathak 119 21 0 06 Dec 2021
Text2Mesh: Text-Driven Neural Stylization for Meshes O. Michel Roi Bar-On Richard Liu Sagie Benaim Rana Hanocka CLIP AI4CE 336 387 0 06 Dec 2021
Neural Photometry-guided Visual Attribute Transfer Carlos Rodriguez-Pardo Elena Garces 121 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 132 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 305 94 0 04 Dec 2021
A Structured Dictionary Perspective on Implicit Neural Representations Gizem Yüce Guillermo Ortiz-Jiménez Beril Besbinar P. Frossard 143 97 0 03 Dec 2021
Fast Neural Representations for Direct Volume Rendering S. Weiss Philipp Hermüller Rüdiger Westermann 133 48 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 99 66 0 02 Dec 2021
Neural Weight Step Video Compression Mikolaj Czerkawski Javier Cardona Robert C. Atkinson W. Michie I. Andonovic C. Clemente Christos Tachtatzis 49 0 0 02 Dec 2021
Neural Point Light Fields Julian Ost I. Laradji Alejandro Newell Yuval Bahat Felix Heide 135 58 0 02 Dec 2021
Zero-Shot Text-Guided Object Generation with Dream Fields Ajay Jain B. Mildenhall Jonathan T. Barron Pieter Abbeel Ben Poole 209 596 0 02 Dec 2021
Hierarchical Learning to Solve Partial Differential Equations Using Physics-Informed Neural Networks Jihun Han Yoonsang Lee AI4CE 115 10 0 02 Dec 2021
GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation Xingzhe He Bastian Wandt Helge Rhodin GAN 182 24 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 338 660 0 01 Dec 2021
Light Field Implicit Representation for Flexible Resolution Reconstruction Paramanand Chandramouli Hendrik Sommerhoff A. Kolb 82 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 140 23 0 30 Nov 2021
Path Integral Sampler: a stochastic control approach for sampling Qinsheng Zhang Yongxin Chen DiffM 167 141 0 30 Nov 2021
Beyond Periodicity: Towards a Unifying Framework for Activations in Coordinate-MLPs Sameera Ramasinghe Simon Lucey 167 146 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 81 10 0 30 Nov 2021
Deblur-NeRF: Neural Radiance Fields from Blurry Images Li Ma Xiaoyu Li Jing Liao Tao Gui Xuan Wang Jue Wang Pedro Sander 169 218 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 Lei Tian Ulugbek Kamilov 120 93 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 155 73 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 486 1,945 0 23 Nov 2021