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SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet
  Architecture
v1v2 (latest)

SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet Architecture

Pattern Recognition Letters (Pattern Recognit. Lett.), 2020
8 July 2020
Kevin Trebing
Tomasz Stanczyk
S. Mehrkanoon
ArXiv (abs)PDFHTML

Papers citing "SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet Architecture"

50 / 54 papers shown
Quantile Regression, Variational Autoencoders, and Diffusion Models for Uncertainty Quantification: A Spatial Analysis of Sub-seasonal Wind Speed Prediction
Quantile Regression, Variational Autoencoders, and Diffusion Models for Uncertainty Quantification: A Spatial Analysis of Sub-seasonal Wind Speed Prediction
Ganglin Tian
Anastase Alexandre Charantonis
Camille Le Coz
Alexis Tantet
Riwal Plougonven
DiffMBDL
187
0
0
19 Oct 2025
Knowledge-Guided Adaptive Mixture of Experts for Precipitation Prediction
Knowledge-Guided Adaptive Mixture of Experts for Precipitation Prediction
Chen Jiang
Kofi Osei
Sai Deepthi Yeddula
Dongji Feng
Wei-Shinn Ku
126
1
0
14 Sep 2025
RainPro-8: An Efficient Deep Learning Model to Estimate Rainfall Probabilities Over 8 Hours
RainPro-8: An Efficient Deep Learning Model to Estimate Rainfall Probabilities Over 8 Hours
Rafael Pablos-Sarabia
Joachim Nyborg
Morten Birk
Jeppe Liborius Sjørup
Anders Lillevang Vesterholt
Ira Assent
BDLAI4Cl
438
2
0
15 May 2025
Axial-UNet: A Neural Weather Model for Precipitation Nowcasting
Axial-UNet: A Neural Weather Model for Precipitation Nowcasting
Maitreya Sonawane
Maitreya Sonawane
444
0
0
28 Apr 2025
SSA-UNet: Advanced Precipitation Nowcasting via Channel Shuffling
SSA-UNet: Advanced Precipitation Nowcasting via Channel Shuffling
Marco Turzi
Siamak Mehrkanoon
AI4TS
333
3
0
25 Apr 2025
Physical Scales Matter: The Role of Receptive Fields and Advection in Satellite-Based Thunderstorm Nowcasting with Convolutional Neural Networks
Physical Scales Matter: The Role of Receptive Fields and Advection in Satellite-Based Thunderstorm Nowcasting with Convolutional Neural NetworksArtificial Intelligence for the Earth Systems (AI4ES), 2025
Christoph Metzl
Kianusch Vahid Yousefnia
Richard Müller
Virginia Poli
Miria Celano
Tobias Bölle
350
0
0
14 Apr 2025
Integrating Weather Station Data and Radar for Precipitation Nowcasting: SmaAt-fUsion and SmaAt-Krige-GNet
Integrating Weather Station Data and Radar for Precipitation Nowcasting: SmaAt-fUsion and SmaAt-Krige-GNet
Aleksej Cornelissen
Jie Shi
S. Mehrkanoon
273
2
0
22 Feb 2025
Self-supervised Spatial-Temporal Learner for Precipitation Nowcasting
Self-supervised Spatial-Temporal Learner for Precipitation NowcastingCISM Workshops (CISM), 2024
Haotian Li
A. Siebes
S. Mehrkanoon
SSL
223
0
0
20 Dec 2024
Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for
  Skillful Precipitation Nowcasting
Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation NowcastingNeural Information Processing Systems (NeurIPS), 2024
Chiu-Wai Yan
Shi Quan Foo
Van Hoan Trinh
Dit-Yan Yeung
Ka-Hing Wong
W. Wong
352
17
0
30 Oct 2024
Extreme Precipitation Nowcasting using Multi-Task Latent Diffusion Models
Extreme Precipitation Nowcasting using Multi-Task Latent Diffusion ModelsIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Li Chaorong
Ling Xudong
Yang Qiang
Qin Fengqing
Huang Yuanyuan
445
3
0
18 Oct 2024
Precipitation Nowcasting Using Diffusion Transformer with Causal
  Attention
Precipitation Nowcasting Using Diffusion Transformer with Causal AttentionIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
Chaorong Li
Xudong Ling
YiLan Xue
Wenjie Luo
Lihong Zhu
Fengqing Qin
Yaodong Zhou
Yuanyuan Huang
220
14
0
17 Oct 2024
Deep learning for precipitation nowcasting: A survey from the
  perspective of time series forecasting
Deep learning for precipitation nowcasting: A survey from the perspective of time series forecastingExpert systems with applications (ESWA), 2024
Sojung An
Tae-Jin Oh
Eunha Sohn
Donghyun Kim
AI4TS
404
27
0
07 Jun 2024
Extreme Precipitation Nowcasting using Transformer-based Generative
  Models
Extreme Precipitation Nowcasting using Transformer-based Generative Models
Cristian Meo
Ankush Roy
Mircea Lica
Junzhe Yin
Zeineb Bou Che
Yanbo Wang
R. Imhoff
R. Uijlenhoet
Justin Dauwels
291
8
0
06 Mar 2024
RNDiff: Rainfall nowcasting with Condition Diffusion Model
RNDiff: Rainfall nowcasting with Condition Diffusion Model
Xudong Ling
Chaorong Li
Fengqing Qin
Peng Yang
Yuanyuan Huang
AI4ClDiffM
322
6
0
21 Feb 2024
Two-stage Rainfall-Forecasting Diffusion Model
Two-stage Rainfall-Forecasting Diffusion Model
Xudong Ling
Chaorong Li
Fengqing Qin
Lihong Zhu
Yuanyuan Huang
DiffM
149
9
0
20 Feb 2024
GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme
  Precipitation Nowcasting
GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting
Eloy Reulen
S. Mehrkanoon
326
14
0
18 Jan 2024
GD-CAF: Graph Dual-stream Convolutional Attention Fusion for
  Precipitation Nowcasting
GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation NowcastingEngineering applications of artificial intelligence (EAAI), 2024
Lorand Vatamany
S. Mehrkanoon
AI4TS
276
10
0
15 Jan 2024
Deterministic Guidance Diffusion Model for Probabilistic Weather
  Forecasting
Deterministic Guidance Diffusion Model for Probabilistic Weather Forecasting
Donggeun Yoon
Minseok Seo
Do-Yun Kim
Yeji Choi
Donghyeon Cho
DiffM
370
13
0
05 Dec 2023
Efficient Baseline for Quantitative Precipitation Forecasting in
  Weather4cast 2023
Efficient Baseline for Quantitative Precipitation Forecasting in Weather4cast 2023
Akshay Punjabi
Pablo Izquierdo-Ayala
113
0
0
30 Nov 2023
TransCORALNet: A Two-Stream Transformer CORAL Networks for Supply Chain
  Credit Assessment Cold Start
TransCORALNet: A Two-Stream Transformer CORAL Networks for Supply Chain Credit Assessment Cold StartExpert systems with applications (ESWA), 2023
Jie Shi
A. Siebes
S. Mehrkanoon
294
8
0
30 Nov 2023
RainAI -- Precipitation Nowcasting from Satellite Data
RainAI -- Precipitation Nowcasting from Satellite Data
Rafael Pablos-Sarabia
Joachim Nyborg
Morten Birk
Ira Assent
207
1
0
30 Nov 2023
Precipitation nowcasting with generative diffusion models
Precipitation nowcasting with generative diffusion models
Andrea Asperti
Fabio Merizzi
Alberto Paparella
G. Pedrazzi
M. Angelinelli
Stefano Colamonaco
DiffM
313
40
0
13 Aug 2023
Global Precipitation Nowcasting of Integrated Multi-satellitE Retrievals
  for GPM: A U-Net Convolutional LSTM Architecture
Global Precipitation Nowcasting of Integrated Multi-satellitE Retrievals for GPM: A U-Net Convolutional LSTM ArchitectureJournal of Hydrometeorology (J. Hydrometeorol.), 2023
Reyhaneh Rahimi
Praveen Ravirathinam
A. Ebtehaj
A. Behrangi
J. Tan
Vipin Kumar
AI4Cl
273
10
0
20 Jul 2023
Inductive biases in deep learning models for weather prediction
Inductive biases in deep learning models for weather prediction
Jannik Thümmel
Matthias Karlbauer
S. Otte
C. Zarfl
Georg Martius
...
Thomas Scholten
Ulrich Friedrich
V. Wulfmeyer
B. Goswami
Martin Volker Butz
AI4CE
389
8
0
06 Apr 2023
SAR-UNet: Small Attention Residual UNet for Explainable Nowcasting Tasks
SAR-UNet: Small Attention Residual UNet for Explainable Nowcasting TasksIEEE International Joint Conference on Neural Network (IJCNN), 2023
Mathieu Renault
S. Mehrkanoon
AI4TS
173
12
0
12 Mar 2023
Deep Vision in Analysis and Recognition of Radar Data: Achievements,
  Advancements and Challenges
Deep Vision in Analysis and Recognition of Radar Data: Achievements, Advancements and ChallengesIEEE Systems Man and Cybernetics Magazine (IEEE SMC Magazine), 2023
Qi Liu
Zhiyun Yang
Ru Ji
Yonghong Zhang
Muhammad Bilal
Xiaodong Liu
S. Vimal
Xiaolong Xu
140
1
0
20 Feb 2023
WF-UNet: Weather Fusion UNet for Precipitation Nowcasting
WF-UNet: Weather Fusion UNet for Precipitation Nowcasting
Christos Kaparakis
S. Mehrkanoon
247
9
0
08 Feb 2023
Climate Intervention Analysis using AI Model Guided by Statistical
  Physics Principles
Climate Intervention Analysis using AI Model Guided by Statistical Physics PrinciplesInternational Conference on Information and Knowledge Management (CIKM), 2023
S. K. Kim
Kalai Ramea
Salva Rühling Cachay
H. Hirasawa
Subhashis Hazarika
D. Hingmire
Peetak Mitra
P. Rasch
Hansi K. A. Singh
AI4CE
172
0
0
07 Feb 2023
RainUNet for Super-Resolution Rain Movie Prediction under
  Spatio-temporal Shifts
RainUNet for Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts
Jinyoung Park
Minseok Son
Yujin Yang
Inyoung Lee
Changick Kim
253
4
0
07 Dec 2022
Exploring Randomly Wired Neural Networks for Climate Model Emulation
Exploring Randomly Wired Neural Networks for Climate Model EmulationArtificial Intelligence for the Earth Systems (AIES), 2022
William Yik
Sam J. Silva
A. Geiss
D. Watson‐Parris
361
4
0
06 Dec 2022
FedUKD: Federated UNet Model with Knowledge Distillation for Land Use
  Classification from Satellite and Street Views
FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street ViewsSocial Science Research Network (SSRN), 2022
Renuga Kanagavelu
Kinshuk Dua
Pratik Garai
Susan Elias
Neha Thomas
Simon Elias
Qingsong Wei
Rick Siow Mong Goh
Yong Liu
FedML
142
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05 Dec 2022
PCT-CycleGAN: Paired Complementary Temporal Cycle-Consistent Adversarial
  Networks for Radar-Based Precipitation Nowcasting
PCT-CycleGAN: Paired Complementary Temporal Cycle-Consistent Adversarial Networks for Radar-Based Precipitation NowcastingInternational Conference on Information and Knowledge Management (CIKM), 2022
Jaeho Choi
Yura Kim
Kwang-Ho Kim
Sung-Hwa Jung
Ikhyun Cho
436
7
0
28 Nov 2022
MS-DCANet: A Novel Segmentation Network For Multi-Modality COVID-19
  Medical Images
MS-DCANet: A Novel Segmentation Network For Multi-Modality COVID-19 Medical ImagesJournal of Multidisciplinary Healthcare (J Multidiscip Healthc), 2022
Xiaoyu Pan
Huazheng Zhu
Jinglong Du
Guang-qin Hu
Baoru Han
Yuanyuan Jia
277
2
0
22 Oct 2022
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image
  Sequences: From Feature Engineering to Attention-Based Neural Networks
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks
A. S. Bansal
Yoonjin Lee
Kyle Hilburn
I. Ebert‐Uphoff
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Attention Augmented ConvNeXt UNet For Rectal Tumour Segmentation
Hongwei Wu
Junlin Wang
Xin Wang
Hui Nan
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MedIm
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Artificial Intelligence and Innovation to Reduce the Impact of Extreme
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Artificial Intelligence and Innovation to Reduce the Impact of Extreme Weather Events on Sustainable Production
Derrick Effah
Chunguang Bai
Matthew Quayson
135
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MMINR: Multi-frame-to-Multi-frame Inference with Noise Resistance for
  Precipitation Nowcasting with Radar
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Feng Sun
Cong Bai
186
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05 May 2022
Application of belief functions to medical image segmentation: A review
Application of belief functions to medical image segmentation: A reviewInformation Fusion (Inf. Fusion), 2022
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S. Ruan
Thierry Denoeux
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Precipitaion Nowcasting using Deep Neural Network
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M. Bakkay
M. Serrurier
Valentin Kivachuk Burdá
Florian Dupuy
Naty Citlali Cabrera-Gutiérrez
...
Maud-Alix Mader
O. Mestre
G. Oller
J. Jouhaud
L. Terray
AI4Cl
150
3
0
24 Mar 2022
AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks
AA-TransUNet: Attention Augmented TransUNet For Nowcasting TasksIEEE International Joint Conference on Neural Network (IJCNN), 2022
Yimin Yang
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ViTAI4TS
270
58
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Efficient spatio-temporal weather forecasting using U-Net
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Akshay Punjabi
Pablo Izquierdo-Ayala
173
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13 Dec 2021
PTCT: Patches with 3D-Temporal Convolutional Transformer Network for
  Precipitation Nowcasting
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ViTAI4TS
248
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Skillful Twelve Hour Precipitation Forecasts using Large Context Neural
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Jason Hickey
Aaron Bell
Nal Kalchbrenner
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RAP-Net: Region Attention Predictive Network for Precipitation
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Multistream Graph Attention Networks for Wind Speed Forecasting
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Skillful Precipitation Nowcasting using Deep Generative Models of Radar
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