Broad-UNet: Multi-scale feature learning for nowcasting tasks

12 February 2021

Papers citing "Broad-UNet: Multi-scale feature learning for nowcasting tasks"

19 / 19 papers shown

Title
SSA-UNet: Advanced Precipitation Nowcasting via Channel Shuffling Marco Turzi Siamak Mehrkanoon AI4TS 57 0 0 25 Apr 2025
Evidential Deep Learning for Probabilistic Modelling of Extreme Storm Events Ayush Khot Xihaier Luo Ai Kagawa Shinjae Yoo EDL BDL 81 0 0 18 Dec 2024
Deep learning for precipitation nowcasting: A survey from the perspective of time series forecasting Sojung An Tae-Jin Oh Eunha Sohn Donghyun Kim AI4TS 54 7 0 07 Jun 2024
GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting Eloy Reulen S. Mehrkanoon 31 3 0 18 Jan 2024
GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting Lorand Vatamany S. Mehrkanoon AI4TS 26 4 0 15 Jan 2024
Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey Shengchao Chen Guodong Long Jing Jiang Dikai Liu Chengqi Zhang SyDa AI4CE 34 24 0 05 Dec 2023
RainAI -- Precipitation Nowcasting from Satellite Data Rafael Pablos-Sarabia Joachim Nyborg Morten Birk Ira Assent 28 0 0 30 Nov 2023
Precipitation nowcasting with generative diffusion models Andrea Asperti Fabio Merizzi Alberto Paparella G. Pedrazzi M. Angelinelli Stefano Colamonaco DiffM 27 18 0 13 Aug 2023
MS-LSTM: Exploring Spatiotemporal Multiscale Representations in Video Prediction Domain Zhifeng Ma Hao Zhang Jie Liu 21 7 0 16 Apr 2023
SAR-UNet: Small Attention Residual UNet for Explainable Nowcasting Tasks Mathieu Renault S. Mehrkanoon AI4TS 15 5 0 12 Mar 2023
Deep Vision in Analysis and Recognition of Radar Data: Achievements, Advancements and Challenges Qi Liu Zhiyun Yang Ru Ji Yonghong Zhang Muhammad Bilal Xiaodong Liu S. Vimal Xiaolong Xu 18 0 0 20 Feb 2023
WF-UNet: Weather Fusion UNet for Precipitation Nowcasting Christos Kaparakis S. Mehrkanoon 19 4 0 08 Feb 2023
MS-RNN: A Flexible Multi-Scale Framework for Spatiotemporal Predictive Learning Zhifeng Ma Hao Zhang Jie Liu HAI AI4CE 25 12 0 07 Jun 2022
AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks Yimin Yang S. Mehrkanoon ViT AI4TS 34 41 0 10 Feb 2022
Multistream Graph Attention Networks for Wind Speed Forecasting Dogan Aykas S. Mehrkanoon AI4TS 24 20 0 16 Aug 2021
TENT: Tensorized Encoder Transformer for Temperature Forecasting Onur Bilgin Paweł Mąka Thomas Vergutz S. Mehrkanoon AI4TS 25 13 0 28 Jun 2021
Symbolic regression for scientific discovery: an application to wind speed forecasting Ismail Alaoui Abdellaoui S. Mehrkanoon 6 19 0 21 Feb 2021
Deep coastal sea elements forecasting using U-Net based models Jesús García Fernández Ismail Alaoui Abdellaoui S. Mehrkanoon AI4Cl 17 27 0 06 Nov 2020
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 230 7,903 0 13 Jun 2015