UNet with Axial Transformer : A Neural Weather Model for Precipitation Nowcasting

28 April 2025

Papers citing "UNet with Axial Transformer : A Neural Weather Model for Precipitation Nowcasting"

18 / 18 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 64 30,021 0 01 Mar 2022
Encoder-Decoder Neural Architecture Optimization for Keyword Spotting Tong Mo Bang Liu 106 5 0 04 Jun 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 50 727 0 02 Apr 2021
Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors Zeyu Yun Yubei Chen Bruno A. Olshausen Yann LeCun 30 73 0 29 Mar 2021
An Introduction to Deep Generative Modeling Lars Ruthotto E. Haber AI4CE 69 225 0 09 Mar 2021
SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet Architecture Kevin Trebing Tomasz Stanczyk S. Mehrkanoon 65 326 0 08 Jul 2020
MetNet: A Neural Weather Model for Precipitation Forecasting C. Sønderby L. Espeholt Jonathan Heek Mostafa Dehghani Avital Oliver Tim Salimans Shreya Agrawal Jason Hickey Nal Kalchbrenner AI4Cl 253 274 0 24 Mar 2020
Axial Attention in Multidimensional Transformers Jonathan Ho Nal Kalchbrenner Dirk Weissenborn Tim Salimans 52 525 0 20 Dec 2019
Traffic map prediction using UNet based deep convolutional neural network Sungbin Choi OT 14 14 0 25 Nov 2019
Understanding LSTM -- a tutorial into Long Short-Term Memory Recurrent Neural Networks R. C. Staudemeyer Eric Rothstein Morris 25 482 0 12 Sep 2019
Distributed Deep Learning for Precipitation Nowcasting S. Samsi Christopher J. Mattioli Mark S. Veillette 41 23 0 28 Aug 2019
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 223 129,831 0 12 Jun 2017
Efficient Processing of Deep Neural Networks: A Tutorial and Survey Vivienne Sze Yu-hsin Chen Tien-Ju Yang J. Emer AAML 3DV 78 3,002 0 27 Mar 2017
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 399 7,952 0 13 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 682 76,547 0 18 May 2015
Unsupervised Learning of Video Representations using LSTMs Nitish Srivastava Elman Mansimov Ruslan Salakhutdinov SSL 97 2,586 0 16 Feb 2015
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 178 10,365 0 06 Nov 2014
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 105 16,311 0 30 Apr 2014