Trading Positional Complexity vs. Deepness in Coordinate Networks

Trading Positional Complexity vs. Deepness in Coordinate Networks

18 May 2022

Sameera Ramasinghe

Papers citing "Trading Positional Complexity vs. Deepness in Coordinate Networks"

14 / 14 papers shown

Title
Gradient Descent as a Shrinkage Operator for Spectral Bias Simon Lucey 38 0 0 25 Apr 2025
ARC: Anchored Representation Clouds for High-Resolution INR Classification Joost Luijmes Alexander Gielisse Roman Knyazhitskiy J. C. V. Gemert 47 1 0 19 Mar 2025
Floxels: Fast Unsupervised Voxel Based Scene Flow Estimation David T. Hoffmann Syed Haseeb Raza Hanqiu Jiang Denis Tananaev Steffen Klingenhoefer Martin Meinke 3DPC 76 1 0 06 Mar 2025
Diff-INR: Generative Regularization for Electrical Impedance Tomography Bowen Tong Junwu Wang Dong Liu DiffM MedIm 35 2 0 06 Sep 2024
Gaussian Splatting Lucas-Kanade Liuyue Xie Joel Julin Koichiro Niinuma László A. Jeni 3DGS 36 2 0 16 Jul 2024
Fast Kernel Scene Flow Xueqian Li Simon Lucey 28 0 0 09 Mar 2024
Preconditioners for the Stochastic Training of Implicit Neural Representations Shin-Fang Chng Hemanth Saratchandran Simon Lucey 16 0 0 13 Feb 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
A Sampling Theory Perspective on Activations for Implicit Neural Representations Hemanth Saratchandran Sameera Ramasinghe Violetta Shevchenko Alexander Long Simon Lucey 19 9 0 08 Feb 2024
Robust Point Cloud Processing through Positional Embedding Jianqiao Zheng Xueqian Li Sameera Ramasinghe Simon Lucey 3DPC 6 5 0 01 Sep 2023
Spatial Implicit Neural Representations for Global-Scale Species Mapping Elijah Cole Grant Van Horn Christian Lange Alexander Shepard Patrick R. Leary Pietro Perona S. Loarie Oisin Mac Aodha 24 36 0 05 Jun 2023
Curvature-Aware Training for Coordinate Networks Hemanth Saratchandran Shin-Fang Chng Sameera Ramasinghe L. MacDonald Simon Lucey 18 4 0 15 May 2023
Fast Neural Scene Flow Xueqian Li Jianqiao Zheng Francesco Ferroni J. K. Pontes Simon Lucey 24 27 0 18 Apr 2023