Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields

3 June 2021

Yang Liu

Papers citing "Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields"

20 / 20 papers shown

Title
How Learnable Grids Recover Fine Detail in Low Dimensions: A Neural Tangent Kernel Analysis of Multigrid Parametric Encodings Samuel Audia S. Feizi Matthias Zwicker Dinesh Manocha 23 0 0 18 Apr 2025
Training-Free Hierarchical Scene Understanding for Gaussian Splatting with Superpoint Graphs Shaohui Dai Yansong Qu Zheyan Li Xinyang Li Shengchuan Zhang Liujuan Cao 3DGS 41 0 0 17 Apr 2025
MetricGrids: Arbitrary Nonlinear Approximation with Elementary Metric Grids based Implicit Neural Representation Shu Wang Yanbo Gao Shuai Li Chong Lv Xun Cai Chuankun Li Hui Yuan J. Zhang 58 0 0 13 Mar 2025
From Activation to Initialization: Scaling Insights for Optimizing Neural Fields Hemanth Saratchandran Sameera Ramasinghe Simon Lucey AI4CE 33 1 0 28 Mar 2024
RBF-PINN: Non-Fourier Positional Embedding in Physics-Informed Neural Networks Chengxi Zeng T. Burghardt A. Gambaruto AI4CE 13 3 0 13 Feb 2024
Feature Mapping in Physics-Informed Neural Networks (PINNs) Chengxi Zeng T. Burghardt A. Gambaruto 34 1 0 10 Feb 2024
On Optimal Sampling for Learning SDF Using MLPs Equipped with Positional Encoding Guying Lin Lei Yang Yuan-Bin Liu Congyi Zhang Junhui Hou Xiaogang Jin Taku Komura John Keyser Wenping Wang 40 1 0 02 Jan 2024
NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions Z. Chen Zhong Li Liangchen Song Lele Chen Jingyi Yu Junsong Yuan Yinghao Xu 28 57 0 27 Sep 2023
CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation Yunjie Chen Marius Staring O. M. Neve Stephan R. Romeijn Erik F. Hensen Berit M. Verbist J. Wolterink Qian Tao DiffM MedIm 20 3 0 06 Sep 2023
Curvature-Aware Training for Coordinate Networks Hemanth Saratchandran Shin-Fang Chng Sameera Ramasinghe L. MacDonald Simon Lucey 18 4 0 15 May 2023
E-NeRV: Expedite Neural Video Representation with Disentangled Spatial-Temporal Context Zizhang Li Mengmeng Wang Huaijin Pi Kechun Xu Jianbiao Mei Yong Liu 18 70 0 17 Jul 2022
Learning Local Implicit Fourier Representation for Image Warping Jae-Won Lee K. Choi Kyong Hwan Jin 14 16 0 05 Jul 2022
PREF: Phasorial Embedding Fields for Compact Neural Representations Binbin Huang Xinhao Yan Anpei Chen Shenghua Gao Jingyi Yu 29 14 0 26 May 2022
Surface Reconstruction from Point Clouds: A Survey and a Benchmark Zhangjin Huang Yuxin Wen Zihao Wang Jinjuan Ren K. Jia 3DV 3DPC 21 60 0 05 May 2022
Intrinsic Neural Fields: Learning Functions on Manifolds Lukas Koestler Daniel Grittner Michael Moeller Daniel Cremers Zorah Lähner 15 22 0 15 Mar 2022
PINs: Progressive Implicit Networks for Multi-Scale Neural Representations Zoe Landgraf A. Sorkine-Hornung R. Cabral 20 16 0 09 Feb 2022
A Simple And Effective Filtering Scheme For Improving Neural Fields Yixin Zhuang 11 4 0 31 Jan 2022
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 22 613 0 22 Nov 2021
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 216 558 0 19 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 214 971 0 10 Mar 2020