Implicit Neural Representations with Periodic Activation Functions

17 June 2020

Papers citing "Implicit Neural Representations with Periodic Activation Functions"

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Title
Learning Continuous Implicit Representation for Near-Periodic Patterns B. Chen Tiancheng Zhi M. Hebert S. Narasimhan CLL AI4TS 22 5 0 25 Aug 2022
Multiresolution Neural Networks for Imaging Hallison Paz Tiago Novello V. Silva L. Schirmer Guilherme Gonçalves Schardong Fabio Chagas Helio Lopes Luiz Velho SupR 13 8 0 25 Aug 2022
PRIF: Primary Ray-based Implicit Function Brandon Yushan Feng Yinda Zhang Danhang Tang Ruofei Du Amitabh Varshney 14 23 0 12 Aug 2022
On the Activation Function Dependence of the Spectral Bias of Neural Networks Q. Hong Jonathan W. Siegel Qinyan Tan Jinchao Xu 34 23 0 09 Aug 2022
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle Junde Wu Huihui Fang Hoayi Xiong Lixin Duan Mingkui Tan Weihua Yang Huiying Liu Yanwu Xu MedIm 43 1 0 05 Aug 2022
Transformers as Meta-Learners for Implicit Neural Representations Yinbo Chen Xiaolong Wang AI4CE 24 60 0 04 Aug 2022
Going Off-Grid: Continuous Implicit Neural Representations for 3D Vascular Modeling Dieuwertje Alblas Christoph Brune K. K. Yeung J. Wolterink AI4CE 14 20 0 29 Jul 2022
Deep Deformable 3D Caricatures with Learned Shape Control Yucheol Jung W. Jang S. Kim Jiaolong Yang Xin Tong Seungyong Lee 3DH 32 13 0 29 Jul 2022
Look at Adjacent Frames: Video Anomaly Detection without Offline Training Yuqi Ouyang Guodong Shen Victor Sanchez OffRL 25 4 0 27 Jul 2022
Interactive Volume Visualization via Multi-Resolution Hash Encoding based Neural Representation Qi Wu David Bauer Michael J. Doyle Kwan-Liu Ma 3DH 41 19 0 23 Jul 2022
CompNVS: Novel View Synthesis with Scene Completion Zuoyue Li Tianxing Fan Zhenqiang Li Zhaopeng Cui Yoichi Sato Marc Pollefeys Martin R. Oswald 3DV 23 7 0 23 Jul 2022
Learning Deep SDF Maps Online for Robot Navigation and Exploration Gadiel Sznaier Camps Robert Dyro Marco Pavone Mac Schwager 21 12 0 21 Jul 2022
Streamable Neural Fields Junwoo Cho Seungtae Nam Daniel Rho J. Ko Eunbyung Park AI4TS 27 17 0 20 Jul 2022
E-NeRV: Expedite Neural Video Representation with Disentangled Spatial-Temporal Context Zizhang Li Mengmeng Wang Huaijin Pi Kechun Xu Jianbiao Mei Yong Liu 28 70 0 17 Jul 2022
Stable Invariant Models via Koopman Spectra Takuya Konishi Yoshinobu Kawahara 23 3 0 15 Jul 2022
Accelerated Probabilistic Marching Cubes by Deep Learning for Time-Varying Scalar Ensembles Mengjiao Han Tushar M. Athawale D. Pugmire Chris R. Johnson 32 8 0 15 Jul 2022
Fourier Neural Operator with Learned Deformations for PDEs on General Geometries Zong-Yi Li Daniel Zhengyu Huang Burigede Liu Anima Anandkumar AI4CE 119 251 0 11 Jul 2022
A4T: Hierarchical Affordance Detection for Transparent Objects Depth Reconstruction and Manipulation Jiaqi Jiang G. Cao Thanh-Toan Do Shan Luo 22 25 0 11 Jul 2022
Neural Implicit Dictionary via Mixture-of-Expert Training Peihao Wang Zhiwen Fan Tianlong Chen Zhangyang Wang 25 12 0 08 Jul 2022
Approximating Discontinuous Nash Equilibrial Values of Two-Player General-Sum Differential Games Lei Zhang Mukesh Ghimire Wenlong Zhang Zhenni Xu Yi Ren 22 7 0 05 Jul 2022
Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations Tianlong Chen Peihao Wang Zhiwen Fan Zhangyang Wang 36 55 0 04 Jul 2022
3D-Aware Video Generation Sherwin Bahmani Jeong Joon Park Despoina Paschalidou H. Tang Gordon Wetzstein Leonidas J. Guibas Luc Van Gool Radu Timofte 40 20 0 29 Jun 2022
GO-Surf: Neural Feature Grid Optimization for Fast, High-Fidelity RGB-D Surface Reconstruction Jingwen Wang Tymoteusz Bleja Lourdes Agapito 50 78 0 29 Jun 2022
Generative Neural Articulated Radiance Fields Alexander W. Bergman Petr Kellnhofer Yifan Wang E. R. Chan David B. Lindell Gordon Wetzstein 3DH 44 106 0 28 Jun 2022
Neural Shape-from-Shading for Survey-Scale Self-Consistent Bathymetry from Sidescan Nils Bore John Folkesson 8 14 0 18 Jun 2022
Learning Implicit Feature Alignment Function for Semantic Segmentation Hanzhe Hu Yinbo Chen Jiarui Xu Shubhankar Borse H. Cai Fatih Porikli Xinyu Wang 33 47 0 17 Jun 2022
HF-NeuS: Improved Surface Reconstruction Using High-Frequency Details Yiqun Wang Ivan Skorokhodov Peter Wonka 19 126 0 15 Jun 2022
GRAM-HD: 3D-Consistent Image Generation at High Resolution with Generative Radiance Manifolds Jianfeng Xiang Jiaolong Yang Yu Deng Xin Tong 34 83 0 15 Jun 2022
Semi-signed prioritized neural fitting for surface reconstruction from unoriented point clouds Runsong Zhu Di Kang Ka-Hei Hui Yue Qian Shi Qiu Zhen Dong Linchao Bao Pheng-Ann Heng Chi-Wing Fu 3DPC 41 5 0 14 Jun 2022
Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data Mengyu Chu Lingjie Liu Q. Zheng Erik Franz Hans-Peter Seidel Christian Theobalt Rhaleb Zayer AI4CE 28 53 0 14 Jun 2022
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields Takuhiro Kaneko 28 14 0 13 Jun 2022
Overcoming the Spectral Bias of Neural Value Approximation Ge Yang Anurag Ajay Pulkit Agrawal 32 25 0 09 Jun 2022
NOMAD: Nonlinear Manifold Decoders for Operator Learning Jacob H. Seidman Georgios Kissas P. Perdikaris George J. Pappas AI4CE 31 68 0 07 Jun 2022
Towards a General Purpose CNN for Long Range Dependencies in $N$ D David W. Romero David M. Knigge Albert Gu Erik J. Bekkers E. Gavves Jakub M. Tomczak Mark Hoogendoorn 18 19 0 07 Jun 2022
Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior James A. D. Gardner Bernhard Egger W. Smith 28 13 0 07 Jun 2022
Critical Regularizations for Neural Surface Reconstruction in the Wild Jingyang Zhang Yao Yao Shiwei Li Tian Fang David McKinnon Yanghai Tsin Long Quan 28 54 0 07 Jun 2022
Implicit Neural Representation for Mesh-Free Inverse Obstacle Scattering Tin Vlašić Hieu Nguyen AmirEhsan Khorashadizadeh Ivan Dokmanić 3DV AI4CE 19 10 0 04 Jun 2022
NeMF: Neural Motion Fields for Kinematic Animation Chen He Jun Saito James Zachary Holly Rushmeier Yi Zhou 3DH 21 45 0 04 Jun 2022
Geo-Neus: Geometry-Consistent Neural Implicit Surfaces Learning for Multi-view Reconstruction Qiancheng Fu Qingshan Xu Yew-Soon Ong Wenbing Tao 3DV 80 206 0 31 May 2022
Gaussian Pre-Activations in Neural Networks: Myth or Reality? Pierre Wolinski Julyan Arbel AI4CE 70 8 0 24 May 2022
Spatial Attention-based Implicit Neural Representation for Arbitrary Reduction of MRI Slice Spacing Xin Wang Sheng Wang Honglin Xiong Kai Xuan Zixu Zhuang Mengjun Liu Zhenrong Shen Xiangyu Zhao Lichi Zhang Qian Wang 36 3 0 23 May 2022
ReLU Fields: The Little Non-linearity That Could Animesh Karnewar Tobias Ritschel Oliver Wang Niloy J. Mitra 133 100 0 22 May 2022
Fast Neural Network based Solving of Partial Differential Equations J. Rzepecki Daniel Bates C. Doran AI4CE 24 2 0 18 May 2022
Sobolev Acceleration and Statistical Optimality for Learning Elliptic Equations via Gradient Descent Yiping Lu Jose H. Blanchet Lexing Ying 38 7 0 15 May 2022
Ray Priors through Reprojection: Improving Neural Radiance Fields for Novel View Extrapolation Jian Zhang Yuanqing Zhang Huan Fu Xiao-bin Zhou Bowen Cai Jinchi Huang Rongfei Jia Binqiang Zhao Xing Tang 30 33 0 12 May 2022
Layer-wised Model Aggregation for Personalized Federated Learning Xiaosong Ma Jie Zhang Song Guo Wenchao Xu FedML 24 170 0 09 May 2022
Neural Implicit Representations for Physical Parameter Inference from a Single Video Florian Hofherr Lukas Koestler Florian Bernard Daniel Cremers AI4CE 37 9 0 29 Apr 2022
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 34 72 0 23 Apr 2022
Learning Dynamic View Synthesis With Few RGBD Cameras Shengze Wang Y. Kwon Yuan-Chung Shen Q. Zhang A. State Jia-Bin Huang Henry Fuchs 32 2 0 22 Apr 2022
Relaxing Equivariance Constraints with Non-stationary Continuous Filters Tycho F. A. van der Ouderaa David W. Romero Mark van der Wilk 24 33 0 14 Apr 2022