Four-hour thunderstorm nowcasting using deep diffusion models of satellite

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Four-hour thunderstorm nowcasting using deep diffusion models of satellite

16 April 2024

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Papers citing "Four-hour thunderstorm nowcasting using deep diffusion models of satellite"

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Title
Score-based diffusion nowcasting of GOES imagery Randy J. Chase Katherine Haynes Lander Ver Hoef Imme Ebert-Uphoff DiffM 194 2 0 15 May 2025
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2023 A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 498 1,378 0 18 Apr 2023
High-Resolution Image Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2021 Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer DiffM 1.3K 20,333 0 20 Dec 2021
Skillful Precipitation Nowcasting using Deep Generative Models of Radar Suman V. Ravuri Karel Lenc Matthew Willson D. Kangin Rémi R. Lam ... R. Hadsell Nial H. Robinson Ellen Clancy A. Arribas S. Mohamed AI4Cl 383 854 0 02 Apr 2021
PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Yunbo Wang Haixu Wu Jianjin Zhang Zhifeng Gao Jianmin Wang Philip S. Yu Mingsheng Long 328 500 0 17 Mar 2021
Denoising Diffusion Implicit ModelsInternational Conference on Learning Representations (ICLR), 2020 Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 1.2K 9,865 0 06 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 4.0K 24,746 0 19 Jun 2020
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 409 4,716 0 16 Feb 2018
Attention Is All You NeedNeural Information Processing Systems (NeurIPS), 2017 Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 2.4K 157,232 0 12 Jun 2017
A Machine Learning Nowcasting Method based on Real-time Reanalysis Data Lei Han Juanzhen Sun Wei Zhang Yuan Xiu H. Feng Yinjing Lin 87 65 0 14 Sep 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 628 14,720 0 19 Nov 2015
Delving Deeper into Convolutional Networks for Learning Video Representations Nicolas Ballas Weitong Chen C. Pal Aaron Courville MDE 283 751 0 19 Nov 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation NowcastingNeural Information Processing Systems (NeurIPS), 2015 Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 1.1K 8,885 0 13 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 2.7K 87,680 0 18 May 2015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 1.2K 8,614 0 12 Mar 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Dong Wang Yoshua Bengio 995 13,904 0 11 Dec 2014