Implicit Neural Representations for Simultaneous Reduction and
Continuous Reconstruction of Multi-Altitude Climate Data

Implicit Neural Representations for Simultaneous Reduction and Continuous Reconstruction of Multi-Altitude Climate Data

25 September 2024

Alif Bin Abdul Qayyum

Nathan M. Urban

Xiaoning Qian

ArXiv (abs)PDF HTML

Papers citing "Implicit Neural Representations for Simultaneous Reduction and Continuous Reconstruction of Multi-Altitude Climate Data"

9 / 9 papers shown

Title
Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks Xihaier Luo Wei Xu Yihui Ren Shinjae Yoo B. Nadiga 75 12 0 21 Jan 2024
Compressing multidimensional weather and climate data into neural networks La-mei Huang Torsten Hoefler AI4CE 106 33 0 22 Oct 2022
Earthformer: Exploring Space-Time Transformers for Earth System Forecasting Zhihan Gao Xingjian Shi Hao Wang Yi Zhu Yuyang Wang Mu Li Dit-Yan Yeung AI4TS 92 158 0 12 Jul 2022
Implicit Transformer Network for Screen Content Image Continuous Super-Resolution Jingyu Yang Sheng Shen Huanjing Yue Kun Li 41 65 0 12 Dec 2021
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 169 628 0 22 Nov 2021
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task C. Requena-Mesa V. Benson Markus Reichstein J. Runge Joachim Denzler 130 52 0 16 Apr 2021
Will Artificial Intelligence supersede Earth System and Climate Models? C. Irrgang Niklas Boers Maike Sonnewald E. Barnes C. Kadow J. Staneva J. Saynisch‐Wagner AI4Cl AI4CE 70 188 0 22 Jan 2021
Learning Continuous Image Representation with Local Implicit Image Function Yinbo Chen Sifei Liu Xiaolong Wang SSL SupR CLL 87 679 0 16 Dec 2020
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 176 5,908 0 10 Jul 2017