Trading Positional Complexity vs. Deepness in Coordinate Networks

Trading Positional Complexity vs. Deepness in Coordinate Networks

European Conference on Computer Vision (ECCV), 2022

18 May 2022

Sameera Ramasinghe

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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 179 1 0 25 Apr 2025
ARC: Anchored Representation Clouds for High-Resolution INR Classification Joost Luijmes Alexander Gielisse Roman Knyazhitskiy Jan van Gemert 216 2 0 19 Mar 2025
Floxels: Fast Unsupervised Voxel Based Scene Flow EstimationComputer Vision and Pattern Recognition (CVPR), 2025 David T. Hoffmann Syed Haseeb Raza Hanqiu Jiang Denis Tananaev Steffen Klingenhoefer Martin Meinke 3DPC 306 4 0 06 Mar 2025
Diff-INR: Generative Regularization for Electrical Impedance Tomography Bowen Tong Junwu Wang Dong Liu DiffM MedIm 220 5 0 06 Sep 2024
Gaussian Splatting Lucas-Kanade Liuyue Xie Joel Julin Koichiro Niinuma László A. Jeni 3DGS 327 1 0 16 Jul 2024
Fast Kernel Scene Flow Xueqian Li Simon Lucey 150 1 0 09 Mar 2024
RBF-PINN: Non-Fourier Positional Embedding in Physics-Informed Neural Networks Chengxi Zeng T. Burghardt A. Gambaruto AI4CE 150 5 0 13 Feb 2024
Preconditioners for the Stochastic Training of Neural Fields Shin-Fang Chng Hemanth Saratchandran Simon Lucey 263 0 0 13 Feb 2024
Feature Mapping in Physics-Informed Neural Networks (PINNs) Chengxi Zeng T. Burghardt A. Gambaruto 241 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 167 18 0 08 Feb 2024
Robust Point Cloud Processing through Positional EmbeddingInternational Conference on 3D Vision (3DV), 2023 Jianqiao Zheng Xueqian Li Sameera Ramasinghe Simon Lucey 3DPC 176 6 0 01 Sep 2023
Spatial Implicit Neural Representations for Global-Scale Species MappingInternational Conference on Machine Learning (ICML), 2023 Elijah Cole Grant Van Horn Christian Lange Alexander Shepard Patrick R. Leary Pietro Perona S. Loarie Oisin Mac Aodha 173 59 0 05 Jun 2023
Curvature-Aware Training for Coordinate NetworksIEEE International Conference on Computer Vision (ICCV), 2023 Hemanth Saratchandran Shin-Fang Chng Sameera Ramasinghe L. MacDonald Simon Lucey 226 9 0 15 May 2023
Fast Neural Scene FlowIEEE International Conference on Computer Vision (ICCV), 2023 Xueqian Li Jianqiao Zheng Francesco Ferroni J. K. Pontes Simon Lucey 290 40 0 18 Apr 2023