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 / 1,460 papers shown

Title
NeRF-Supervision: Learning Dense Object Descriptors from Neural Radiance Fields Lin Yen-Chen Peter R. Florence Jonathan T. Barron Tsung-Yi Lin Alberto Rodriguez Phillip Isola 31 120 0 03 Mar 2022
Addressing the Shape-Radiance Ambiguity in View-Dependent Radiance Fields Sverker Rasmuson Erik Sintorn Ulf Assarsson 12 3 0 03 Mar 2022
Resolving label uncertainty with implicit posterior models Esther Rolf Nikolay Malkin Alexandros Graikos A. Jojic Caleb Robinson Nebojsa Jojic UQCV 26 10 0 28 Feb 2022
The Spectral Bias of Polynomial Neural Networks Moulik Choraria L. Dadi Grigorios G. Chrysos Julien Mairal V. Cevher 22 18 0 27 Feb 2022
An Efficient End-to-End 3D Voxel Reconstruction based on Neural Architecture Search Yongdong Huang Yuanzhan Li Xulong Cao Siyu Zhang Shen Cai Ting Lu Jie Wang Yuqiao Liu 3DV 16 1 0 27 Feb 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
UncertaINR: Uncertainty Quantification of End-to-End Implicit Neural Representations for Computed Tomography Francisca Vasconcelos Bobby He Nalini Singh Yee Whye Teh BDL OOD UQCV 24 12 0 22 Feb 2022
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks Sihyun Yu Jihoon Tack Sangwoo Mo Hyunsu Kim Junho Kim Jung-Woo Ha Jinwoo Shin DiffM VGen 18 199 0 21 Feb 2022
EINNs: Epidemiologically-informed Neural Networks Alexander Rodríguez Jiaming Cui Naren Ramakrishnan B. Adhikari B. Prakash 22 28 0 21 Feb 2022
Artemis: Articulated Neural Pets with Appearance and Motion synthesis Haimin Luo Teng Xu Yuheng Jiang Chenglin Zhou Qiwei Qiu Yingliang Zhang Wei Yang Lan Xu Jingyi Yu 3DH 22 11 0 11 Feb 2022
Block-NeRF: Scalable Large Scene Neural View Synthesis Matthew Tancik Vincent Casser Xinchen Yan Sabeek Pradhan B. Mildenhall Pratul P. Srinivasan Jonathan T. Barron Henrik Kretzschmar AI4CE 14 800 0 10 Feb 2022
PINs: Progressive Implicit Networks for Multi-Scale Neural Representations Zoe Landgraf A. Sorkine-Hornung R. Cabral 20 16 0 09 Feb 2022
MINER: Multiscale Implicit Neural Representations Vishwanath Saragadam Jasper Tan Guha Balakrishnan Richard G. Baraniuk Ashok Veeraraghavan AI4TS 13 23 0 07 Feb 2022
Deep Impulse Responses: Estimating and Parameterizing Filters with Deep Networks Alexander Richard Peter Dodds V. Ithapu 16 35 0 07 Feb 2022
Energy-Based Models for Functional Data using Path Measure Tilting Jen Ning Lim Sebastian J. Vollmer Lorenz Wolf Andrew Duncan 13 3 0 04 Feb 2022
Bending Graphs: Hierarchical Shape Matching using Gated Optimal Transport Mahdi Saleh Shun-cheng Wu Luca Cosmo Nassir Navab Benjamin Busam F. Tombari 20 22 0 03 Feb 2022
NoisyMix: Boosting Model Robustness to Common Corruptions N. Benjamin Erichson S. H. Lim Winnie Xu Francisco Utrera Ziang Cao Michael W. Mahoney 19 17 0 02 Feb 2022
VIRDO: Visio-tactile Implicit Representations of Deformable Objects Youngsun Wi Peter R. Florence Andy Zeng Nima Fazeli 25 43 0 02 Feb 2022
On Regularizing Coordinate-MLPs Sameera Ramasinghe L. MacDonald Simon Lucey 156 5 0 01 Feb 2022
DKM: Dense Kernelized Feature Matching for Geometry Estimation Johan Edstedt Ioannis Athanasiadis Mårten Wadenbäck M. Felsberg 3DV MDE 27 119 0 01 Feb 2022
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 182 489 0 01 Feb 2022
SPAGHETTI: Editing Implicit Shapes Through Part Aware Generation Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 33 26 0 31 Jan 2022
A Simple And Effective Filtering Scheme For Improving Neural Fields Yixin Zhuang 16 4 0 31 Jan 2022
COIN++: Neural Compression Across Modalities Emilien Dupont H. Loya Milad Alizadeh Adam Goliñski Yee Whye Teh Arnaud Doucet 45 82 0 30 Jan 2022
CoordX: Accelerating Implicit Neural Representation with a Split MLP Architecture Ruofan Liang Hongyi Sun Nandita Vijaykumar 4 16 0 28 Jan 2022
From data to functa: Your data point is a function and you can treat it like one Emilien Dupont Hyunjik Kim S. M. Ali Eslami Danilo Jimenez Rezende Dan Rosenbaum TDI 3DPC 175 139 0 28 Jan 2022
Wassersplines for Neural Vector Field--Controlled Animation Paul Zhang Dmitriy Smirnov Justin Solomon 14 4 0 28 Jan 2022
Simpler is better: spectral regularization and up-sampling techniques for variational autoencoders Sara Bjork Jonas Nordhaug Myhre T. Johansen DRL 42 5 0 19 Jan 2022
High-fidelity 3D Model Compression based on Key Spheres Yuanzhan Li Yuqi Liu Y. Lu Siyu Zhang Shen Cai Yanting Zhang 6 3 0 19 Jan 2022
Overview frequency principle/spectral bias in deep learning Z. Xu Yaoyu Zhang Tao Luo FaML 25 65 0 19 Jan 2022
Taylor3DNet: Fast 3D Shape Inference With Landmark Points Based Taylor Series Yuting Xiao Jiale Xu Shenghua Gao 3DV 17 0 0 18 Jan 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 67 3,864 0 16 Jan 2022
SeamlessGAN: Self-Supervised Synthesis of Tileable Texture Maps Carlos Rodriguez-Pardo Elena Garces GAN 10 24 0 13 Jan 2022
VoLux-GAN: A Generative Model for 3D Face Synthesis with HDRI Relighting Feitong Tan S. Fanello Abhimitra Meka S. Orts-Escolano Danhang Tang Rohit Pandey Jonathan Taylor P. Tan Yinda Zhang CVBM 3DH 13 45 0 13 Jan 2022
Neural Residual Flow Fields for Efficient Video Representations Daniel Rho Ju-Hee Cho J. Ko Eunbyung Park 25 21 0 12 Jan 2022
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 20 461 0 11 Jan 2022
POCO: Point Convolution for Surface Reconstruction Alexandre Boulch Renaud Marlet 3DPC 3DV 29 125 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 10 278 0 29 Dec 2021
Deep learning for location based beamforming with NLOS channels Luc Le Magoarou Taha Yassine S. Paquelet M. Crussiére 14 11 0 29 Dec 2021
Video Reconstruction from a Single Motion Blurred Image using Learned Dynamic Phase Coding E. Yosef Shay Elmalem Raja Giryes 22 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 121 184 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 10 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 45 652 0 22 Dec 2021
Learning Positional Embeddings for Coordinate-MLPs Sameera Ramasinghe Simon Lucey 19 10 0 21 Dec 2021
Implicit Neural Video Compression Yunfan Zhang T. V. Rozendaal Johann Brehmer Markus Nagel Taco S. Cohen 41 57 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 33 221 0 20 Dec 2021
TFDPM: Attack detection for cyber-physical systems with diffusion probabilistic models Tijin Yan Tong Zhou Yufeng Zhan Yuanqing Xia DiffM 11 7 0 20 Dec 2021
Light Field Neural Rendering M. Suhail Carlos Esteves Leonid Sigal A. Makadia 28 121 0 17 Dec 2021
Implicit Neural Representations for Deconvolving SAS Images Albert W. Reed Thomas E. Blanford Daniel C. Brown Suren Jayasuriya 15 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 29 38 0 13 Dec 2021