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
Mesh Draping: Parametrization-Free Neural Mesh Transfer Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 3DH AI4CE 14 4 0 11 Oct 2021
3D Infomax improves GNNs for Molecular Property Prediction Hannes Stärk Dominique Beaini Gabriele Corso Prudencio Tossou Christian Dallago Stephan Günnemann Pietro Lió AI4CE 25 203 0 08 Oct 2021
Score-based diffusion models for accelerated MRI Hyungjin Chung Jong Chul Ye DiffM MedIm 31 398 0 08 Oct 2021
Tighter Sparse Approximation Bounds for ReLU Neural Networks Carles Domingo-Enrich Youssef Mroueh 89 4 0 07 Oct 2021
Multi-Head ReLU Implicit Neural Representation Networks Arya Aftab Alireza Morsali 40 11 0 07 Oct 2021
Ensemble Neural Representation Networks Milad Soltany Kadarvish Hesam Mojtahedi Hossein Entezari Zarch A. Kazerouni Alireza Morsali Azra Abtahi F. Marvasti 38 6 0 07 Oct 2021
Scaling Up Machine Learning For Quantum Field Theory with Equivariant Continuous Flows P. D. Haan Corrado Rainone Miranda C. N. Cheng Roberto Bondesan AI4CE 11 35 0 06 Oct 2021
Neural Implicit Surfaces for Efficient and Accurate Collisions in Physically Based Simulations Hugo Bertiche Argila Meysam Madadi Sergio Escalera AI4CE 3DH 16 2 0 03 Oct 2021
Generative Probabilistic Image Colorization Chie Furusawa S. Kitaoka Michael Li Yuri Odagiri DiffM 164 4 0 29 Sep 2021
Neural Knitworks: Patched Neural Implicit Representation Networks Mikolaj Czerkawski Javier Cardona Robert C. Atkinson W. Michie I. Andonovic C. Clemente Christos Tachtatzis 23 11 0 29 Sep 2021
Designing Counterfactual Generators using Deep Model Inversion Jayaraman J. Thiagarajan V. Narayanaswamy Deepta Rajan J. Liang Akshay S. Chaudhari A. Spanias DiffM 12 22 0 29 Sep 2021
Learning Transport Processes with Machine Intelligence F. Miniati G. Gregori AI4CE 11 3 0 27 Sep 2021
Deep Social Force S. Kreiss 29 15 0 24 Sep 2021
Layered Neural Atlases for Consistent Video Editing Yoni Kasten Dolev Ofri-Amar Oliver Wang Tali Dekel VGen 190 160 0 23 Sep 2021
FreeStyleGAN: Free-view Editable Portrait Rendering with the Camera Manifold Thomas Leimkuhler G. Drettakis CVBM 3DH 84 11 0 20 Sep 2021
Learning in Sinusoidal Spaces with Physics-Informed Neural Networks Jian Cheng Wong C. Ooi Abhishek Gupta Yew-Soon Ong AI4CE PINN SSL 16 76 0 20 Sep 2021
DiNNO: Distributed Neural Network Optimization for Multi-Robot Collaborative Learning Javier Yu Joseph A. Vincent Mac Schwager 38 35 0 17 Sep 2021
An End-to-End Transformer Model for 3D Object Detection Ishan Misra Rohit Girdhar Armand Joulin 3DPC ViT 39 469 0 16 Sep 2021
Multiresolution Deep Implicit Functions for 3D Shape Representation Zhang Chen Yinda Zhang Kyle Genova S. Fanello Sofien Bouaziz Christian Haene Ruofei Du Cem Keskin Thomas Funkhouser Danhang Tang 3DV 62 50 0 12 Sep 2021
Neural-IMLS: Self-supervised Implicit Moving Least-Squares Network for Surface Reconstruction Zixiong Wang Pengfei Wang Pengshuai Wang Qiujie Dong Junjie Gao Shuangmin Chen Shiqing Xin Changhe Tu Wenping Wang 38 14 0 09 Sep 2021
Seeing Implicit Neural Representations as Fourier Series Nuri Benbarka Timon Hofer Hamd ul Moqeet Riaz A. Zell AI4CE 23 53 0 01 Sep 2021
NeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image Reconstruction Liyue Shen John M. Pauly Lei Xing 15 184 0 24 Aug 2021
imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose Thiemo Alldieck Hongyi Xu C. Sminchisescu 3DH 35 116 0 24 Aug 2021
Realistic Image Synthesis with Configurable 3D Scene Layouts Jaebong Jeong Jang-Won Jo Jingdong Wang Sunghyun Cho Jaesik Park 3DV 13 1 0 23 Aug 2021
Moser Flow: Divergence-based Generative Modeling on Manifolds N. Rozen Aditya Grover Maximilian Nickel Y. Lipman DRL AI4CE 17 56 0 18 Aug 2021
Thermal Image Processing via Physics-Inspired Deep Networks Vishwanath Saragadam Akshat Dave Ashok Veeraraghavan Richard Baraniuk AI4CE 11 15 0 18 Aug 2021
Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations Zike Yan Yuxin Tian Xuesong Shi Ping Guo Peng Wang H. Zha CLL 17 45 0 12 Aug 2021
Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projection Matching Chao Chen Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 22 38 0 08 Aug 2021
Towards Discriminative Representation Learning for Unsupervised Person Re-identification Takashi Isobe Dong Li Lu Tian Weihua Chen Yi Shan Shengjin Wang OOD 21 62 0 07 Aug 2021
Neural Image Representations for Multi-Image Fusion and Layer Separation Seonghyeon Nam Marcus A. Brubaker Michael S. Brown 37 22 0 02 Aug 2021
Perceiver IO: A General Architecture for Structured Inputs & Outputs Andrew Jaegle Sebastian Borgeaud Jean-Baptiste Alayrac Carl Doersch Catalin Ionescu ... Olivier J. Hénaff M. Botvinick Andrew Zisserman Oriol Vinyals João Carreira MLLM VLM GNN 20 565 0 30 Jul 2021
H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction Eduard Ramon G. Triginer Janna Escur Albert Pumarola Jaime García Xavier Giró-i-Nieto Francesc Moreno-Noguer 3DH 16 96 0 26 Jul 2021
A novel meta-learning initialization method for physics-informed neural networks Xu Liu Xiaoya Zhang Wei Peng Weien Zhou W. Yao AI4CE 22 72 0 23 Jul 2021
Finite Basis Physics-Informed Neural Networks (FBPINNs): a scalable domain decomposition approach for solving differential equations Benjamin Moseley Andrew Markham T. Nissen‐Meyer PINN 40 209 0 16 Jul 2021
ViTGAN: Training GANs with Vision Transformers Kwonjoon Lee Huiwen Chang Lu Jiang Han Zhang Z. Tu Ce Liu ViT 16 183 0 09 Jul 2021
MOD-Net: A Machine Learning Approach via Model-Operator-Data Network for Solving PDEs Lulu Zhang Tao Luo Yaoyu Zhang Weinan E Z. Xu Zheng Ma AI4CE 11 33 0 08 Jul 2021
Rethinking Positional Encoding Jianqiao Zheng Sameera Ramasinghe Simon Lucey 17 51 0 06 Jul 2021
Prequential MDL for Causal Structure Learning with Neural Networks J. Bornschein Silvia Chiappa Alan Malek Rosemary Nan Ke CML 31 2 0 02 Jul 2021
Variational Diffusion Models Diederik P. Kingma Tim Salimans Ben Poole Jonathan Ho DiffM 47 1,057 0 01 Jul 2021
IREM: High-Resolution Magnetic Resonance (MR) Image Reconstruction via Implicit Neural Representation Qing Wu Yuwei Li Lan Xu Rui-jun Feng Hongjian Wei Qing Yang Boliang Yu Xiaozhao Liu Jingyi Yu Yuyao Zhang 15 54 0 29 Jun 2021
HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields Keunhong Park U. Sinha Peter Hedman Jonathan T. Barron Sofien Bouaziz Dan B. Goldman Ricardo Martín Brualla S. M. Seitz 29 226 0 24 Jun 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 58 1,558 0 23 Jun 2021
Moving in a 360 World: Synthesizing Panoramic Parallaxes from a Single Panorama C. Hsu Cheng Sun Hwann-Tzong Chen 9 22 0 21 Jun 2021
DiGS : Divergence guided shape implicit neural representation for unoriented point clouds Yizhak Ben-Shabat Chamin Pasidu Hewa Koneputugodage Stephen Gould AI4CE 19 64 0 21 Jun 2021
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction Peng Wang Lingjie Liu Yuan-Bin Liu Christian Theobalt Taku Komura Wenping Wang 20 1,681 0 20 Jun 2021
ScoreGrad: Multivariate Probabilistic Time Series Forecasting with Continuous Energy-based Generative Models Tijin Yan Hongwei Zhang Tong Zhou Yufeng Zhan Yuanqing Xia DiffM AI4TS 28 38 0 18 Jun 2021
Unsupervised Video Prediction from a Single Frame by Estimating 3D Dynamic Scene Structure Paul Henderson Christoph H. Lampert Bernd Bickel VGen 11 7 0 16 Jun 2021
Phase Transitions, Distance Functions, and Implicit Neural Representations Y. Lipman AI4CE 11 38 0 14 Jun 2021
CRASH: Raw Audio Score-based Generative Modeling for Controllable High-resolution Drum Sound Synthesis Simon Rouard Gaëtan Hadjeres DiffM 19 42 0 14 Jun 2021
A Multi-Implicit Neural Representation for Fonts P. Reddy Zhifei Zhang Matthew Fisher Hailin Jin Zhaowen Wang Niloy J. Mitra 12 26 0 12 Jun 2021