A generative model for surrogates of spatial-temporal wildfire nowcasting

5 August 2023

Papers citing "A generative model for surrogates of spatial-temporal wildfire nowcasting"

9 / 9 papers shown

Title
Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models Sibo Cheng Jianhua Chen Charitos Anastasiou P. Angeli Omar K. Matar Yi-Ke Guo Christopher C. Pain Rossella Arcucci AI4CE 64 60 0 07 Apr 2022
VideoGPT: Video Generation using VQ-VAE and Transformers Wilson Yan Yunzhi Zhang Pieter Abbeel A. Srinivas ViT VGen 295 500 0 20 Apr 2021
Data Assimilation in the Latent Space of a Neural Network Maddalena Amendola Rossella Arcucci Laetitia Mottet César Quilodrán-Casas S. Fan Christopher C. Pain P. Linden Yi-Ke Guo 42 14 0 22 Dec 2020
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 253 4,052 0 20 Nov 2020
Transformers for Modeling Physical Systems N. Geneva N. Zabaras AI4CE 42 143 0 04 Oct 2020
A review of machine learning applications in wildfire science and management P. Jain Sean C. P. Coogan Sriram Ganapathi Subramanian Mark Crowley Steve Taylor M. Flannigan 47 481 0 02 Mar 2020
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 226 5,008 0 02 Nov 2017
Sequential Neural Models with Stochastic Layers Marco Fraccaro Søren Kaae Sønderby Ulrich Paquet Ole Winther BDL 112 398 0 24 May 2016
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 450 16,933 0 20 Dec 2013