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Convolutional LSTM Network: A Machine Learning Approach for
  Precipitation Nowcasting

Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting

13 June 2015
Xingjian Shi
Zhourong Chen
Hao Wang
Dit-Yan Yeung
W. Wong
W. Woo
ArXivPDFHTML

Papers citing "Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting"

50 / 1,919 papers shown
Title
The impact of internal variability on benchmarking deep learning climate emulators
The impact of internal variability on benchmarking deep learning climate emulators
Björn Lütjens
Raffaele Ferrari
Duncan Watson-Parris
N. Selin
AI4Cl
32
1
0
09 Aug 2024
Online Model-based Anomaly Detection in Multivariate Time Series:
  Taxonomy, Survey, Research Challenges and Future Directions
Online Model-based Anomaly Detection in Multivariate Time Series: Taxonomy, Survey, Research Challenges and Future Directions
Lucas Correia
Jan-Christoph Goos
Philipp Klein
Thomas Bäck
Anna V. Kononova
AI4TS
40
3
0
07 Aug 2024
Earth System Data Cubes: Avenues for advancing Earth system research
Earth System Data Cubes: Avenues for advancing Earth system research
David Montero
Guido Kraemer
Anca Anghelea
C. Aybar
Gunnar Brandt
...
Francesco Martinuzzi
Martin Reinhardt
Maximilian Sochting
Khalil Teber
Miguel D. Mahecha
26
2
0
05 Aug 2024
Spatio-Temporal Partial Sensing Forecast for Long-term Traffic
Spatio-Temporal Partial Sensing Forecast for Long-term Traffic
Zibo Liu
Zhe Jiang
Zelin Xu
Tingsong Xiao
Zhengkun Xiao
Haibo Wang
Shigang Chen
AI4TS
37
0
0
02 Aug 2024
State-observation augmented diffusion model for nonlinear assimilation with unknown dynamics
State-observation augmented diffusion model for nonlinear assimilation with unknown dynamics
Zhuoyuan Li
Bin Dong
Linyue Chu
28
0
0
31 Jul 2024
Extreme time extrapolation capabilities and thermodynamic consistency of
  physics-inspired Neural Networks for the 3D microstructure evolution of
  materials
Extreme time extrapolation capabilities and thermodynamic consistency of physics-inspired Neural Networks for the 3D microstructure evolution of materials
Daniel Lanzoni
Andrea Fantasia
R. Bergamaschini
Olivier Pierre-Louis
F. Montalenti
AI4CE
19
0
0
29 Jul 2024
Take A Step Back: Rethinking the Two Stages in Visual Reasoning
Take A Step Back: Rethinking the Two Stages in Visual Reasoning
Mingyu Zhang
Jiting Cai
Mingyu Liu
Yue Xu
Cewu Lu
Yong-Lu Li
LRM
31
5
0
29 Jul 2024
Multi-modal Imaging Genomics Transformer: Attentive Integration of
  Imaging with Genomic Biomarkers for Schizophrenia Classification
Multi-modal Imaging Genomics Transformer: Attentive Integration of Imaging with Genomic Biomarkers for Schizophrenia Classification
Nagurvali Shaik
T. Cherukuri
Vince D. Calhoun
Dong Hye Ye
29
0
0
28 Jul 2024
Efficiently improving key weather variables forecasting by performing
  the guided iterative prediction in latent space
Efficiently improving key weather variables forecasting by performing the guided iterative prediction in latent space
Shuangliang Li
Siwei Li
32
0
0
27 Jul 2024
AHMF: Adaptive Hybrid-Memory-Fusion Model for Driver Attention
  Prediction
AHMF: Adaptive Hybrid-Memory-Fusion Model for Driver Attention Prediction
Dongyang Xu
Qingfan Wang
Ji Ma
Xiangyun Zeng
Lei Chen
28
0
0
24 Jul 2024
Diffusion Models as Optimizers for Efficient Planning in Offline RL
Diffusion Models as Optimizers for Efficient Planning in Offline RL
Renming Huang
Yunqiang Pei
Guoqing Wang
Yangming Zhang
Yang Yang
Peng Wang
H. Shen
OffRL
26
0
0
23 Jul 2024
Comparing and Contrasting Deep Learning Weather Prediction Backbones on
  Navier-Stokes and Atmospheric Dynamics
Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics
Matthias Karlbauer
Danielle C. Maddix
Abdul Fatir Ansari
Boran Han
Gaurav Gupta
Yuyang Wang
Andrew Stuart
Michael W. Mahoney
AI4TS
42
1
0
19 Jul 2024
Configural processing as an optimized strategy for robust object
  recognition in neural networks
Configural processing as an optimized strategy for robust object recognition in neural networks
Hojin Jang
Pawan Sinha
Xavier Boix
28
1
0
18 Jul 2024
Temporal Residual Guided Diffusion Framework for Event-Driven Video
  Reconstruction
Temporal Residual Guided Diffusion Framework for Event-Driven Video Reconstruction
Lin Zhu
Yunlong Zheng
Yijun Zhang
Xiao Wang
Lizhi Wang
Hua Huang
VGen
DiffM
42
0
0
15 Jul 2024
STD-PLM: Understanding Both Spatial and Temporal Properties of
  Spatial-Temporal Data with PLM
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM
Yiheng Huang
Xiaowei Mao
S. Guo
Yubin Chen
Junfeng Shen
Tiankuo Li
Youfang Lin
Huaiyu Wan
AI4TS
38
0
0
12 Jul 2024
Time-Frequency Analysis of Variable-Length WiFi CSI Signals for Person
  Re-Identification
Time-Frequency Analysis of Variable-Length WiFi CSI Signals for Person Re-Identification
Chen Mao
Chong Tan
Jingqi Hu
Min Zheng
29
2
0
12 Jul 2024
Global Spatial-Temporal Information-based Residual ConvLSTM for Video
  Space-Time Super-Resolution
Global Spatial-Temporal Information-based Residual ConvLSTM for Video Space-Time Super-Resolution
Congrui Fu
Hui Yuan
Shiqi Jiang
Guanghui Zhang
Liquan Shen
R. Hamzaoui
SupR
33
0
0
11 Jul 2024
PredBench: Benchmarking Spatio-Temporal Prediction across Diverse
  Disciplines
PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines
Zidong Wang
Zeyu Lu
Di Huang
Tong He
Xihui Liu
Wanli Ouyang
Lei Bai
33
5
0
11 Jul 2024
Spatial-Temporal Attention Model for Traffic State Estimation with
  Sparse Internet of Vehicles
Spatial-Temporal Attention Model for Traffic State Estimation with Sparse Internet of Vehicles
Jianzhe Xue
Dongcheng Yuan
Yu Sun
Tianqi Zhang
Wenchao Xu
Haibo Zhou
Xuemin
Shen
24
1
0
10 Jul 2024
PAPM: A Physics-aware Proxy Model for Process Systems
PAPM: A Physics-aware Proxy Model for Process Systems
Pengwei Liu
Zhongkai Hao
Xingyu Ren
Hangjie Yuan
Jiayang Ren
Dong Ni
AI4CE
PINN
40
0
0
07 Jul 2024
IntentionNet: Map-Lite Visual Navigation at the Kilometre Scale
IntentionNet: Map-Lite Visual Navigation at the Kilometre Scale
Wei Gao
Bo Ai
Joel Loo
Vinay
David Hsu
34
1
0
03 Jul 2024
GPTCast: a weather language model for precipitation nowcasting
GPTCast: a weather language model for precipitation nowcasting
Gabriele Franch
Elena Tomasi
Rishabh Wanjari
V. Poli
Chiara Cardinali
P. Alberoni
M. Cristoforetti
14
1
0
02 Jul 2024
SCOPE: Stochastic Cartographic Occupancy Prediction Engine for
  Uncertainty-Aware Dynamic Navigation
SCOPE: Stochastic Cartographic Occupancy Prediction Engine for Uncertainty-Aware Dynamic Navigation
Zhanteng Xie
P. Dames
27
1
0
28 Jun 2024
Advection Augmented Convolutional Neural Networks
Advection Augmented Convolutional Neural Networks
N. Zakariaei
Siddharth Rout
Eldad Haber
Moshe Eliasof
AI4TS
16
2
0
27 Jun 2024
Advancing operational PM2.5 forecasting with dual deep neural networks
  (D-DNet)
Advancing operational PM2.5 forecasting with dual deep neural networks (D-DNet)
Shengjuan Cai
Fangxin Fang
V. Peuch
Mihai Alexe
I. M. Navon
Yanghua Wang
AI4Cl
AI4CE
25
0
0
27 Jun 2024
FASTC: A Fast Attentional Framework for Semantic Traversability
  Classification Using Point Cloud
FASTC: A Fast Attentional Framework for Semantic Traversability Classification Using Point Cloud
Yirui Chen
Pengjin Wei
Zhenhuan Liu
Bingchao Wang
Jie Yang
Wei Liu
3DPC
36
1
0
24 Jun 2024
Listen and Move: Improving GANs Coherency in Agnostic Sound-to-Video
  Generation
Listen and Move: Improving GANs Coherency in Agnostic Sound-to-Video Generation
Rafael Redondo
35
0
0
23 Jun 2024
Solarcast-ML: Per Node GraphCast Extension for Solar Energy Production
Solarcast-ML: Per Node GraphCast Extension for Solar Energy Production
Cale Colony
Razan Andigani
19
0
0
19 Jun 2024
Recurrent Inference Machine for Medical Image Registration
Recurrent Inference Machine for Medical Image Registration
Yi Zhang
Yidong Zhao
Hui Xue
Peter Kellman
Stefan Klein
Qian Tao
OOD
21
0
0
19 Jun 2024
M4Fog: A Global Multi-Regional, Multi-Modal, and Multi-Stage Dataset for
  Marine Fog Detection and Forecasting to Bridge Ocean and Atmosphere
M4Fog: A Global Multi-Regional, Multi-Modal, and Multi-Stage Dataset for Marine Fog Detection and Forecasting to Bridge Ocean and Atmosphere
Mengqiu Xu
Ming Wu
Kaixin Chen
Yixiang Huang
Mingrui Xu
...
Dongliang Chang
Zhenwei Shi
Chuang Zhang
Zhanyu Ma
Jun Guo
21
1
0
19 Jun 2024
Spatial Sequence Attention Network for Schizophrenia Classification from
  Structural Brain MR Images
Spatial Sequence Attention Network for Schizophrenia Classification from Structural Brain MR Images
Nagur Shareef Shaik
T. Cherukuri
Vince D. Calhoun
Dong Hye Ye
29
1
0
18 Jun 2024
SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for
  Multivariate Time Series Forecasting
SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting
Yue Jiang
Xiucheng Li
Yile Chen
Shuai Liu
Weilong Kong
Antonis F. Lentzakis
Gao Cong
AI4TS
AI4CE
29
1
0
18 Jun 2024
Unfolding Time: Generative Modeling for Turbulent Flows in 4D
Unfolding Time: Generative Modeling for Turbulent Flows in 4D
Abdullah Saydemir
Marten Lienen
Stephan Günnemann
AI4CE
DiffM
32
1
0
17 Jun 2024
Temporal Lidar Depth Completion
Temporal Lidar Depth Completion
Pietari Kaskela
Philipp Fischer
Timo Roman
3DV
23
0
0
17 Jun 2024
Technique Report of CVPR 2024 PBDL Challenges
Technique Report of CVPR 2024 PBDL Challenges
Ying Fu
Yu Li
Shaodi You
Boxin Shi
Linwei Chen
...
Songyin Dai
Sen Jia
Junpei Zhang
Puhua Chen
Qihang Li
33
0
0
15 Jun 2024
Cross-Modal Learning for Anomaly Detection in Fused Magnesium Smelting
  Process: Methodology and Benchmark
Cross-Modal Learning for Anomaly Detection in Fused Magnesium Smelting Process: Methodology and Benchmark
Gaochang Wu
Yapeng Zhang
Lan Deng
Jingxin Zhang
Tianyou Chai
31
1
0
13 Jun 2024
Financial Assets Dependency Prediction Utilizing Spatiotemporal Patterns
Financial Assets Dependency Prediction Utilizing Spatiotemporal Patterns
Haoren Zhu
Pengfei Zhao
Wilfred Siu Hung NG
Dik Lun Lee
21
0
0
13 Jun 2024
Evaluating the Impact of Sequence Combinations on Breast Tumor
  Segmentation in Multiparametric MRI
Evaluating the Impact of Sequence Combinations on Breast Tumor Segmentation in Multiparametric MRI
Hang Min
Gorane Santamaria Hormaechea
Prabhakar Ramachandran
Jason Dowling
35
0
0
12 Jun 2024
Spatiotemporal Graph Neural Network Modelling Perfusion MRI
Spatiotemporal Graph Neural Network Modelling Perfusion MRI
Ruodan Yan
Carola-Bibiane Schönlieb
Chao Li
28
1
0
10 Jun 2024
Black carbon plumes from gas flaring in North Africa identified from
  multi-spectral imagery with deep learning
Black carbon plumes from gas flaring in North Africa identified from multi-spectral imagery with deep learning
Tuel Alexandre
Kerdreux Thomas
Thiry Louis
28
0
0
10 Jun 2024
An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware
  Crop Yield Predictions
An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions
Fudong Lin
Kaleb Guillot
Summer Crawford
Yihe Zhang
Xu Yuan
Nian-Feng Tzeng
AI4Cl
AI4CE
23
5
0
10 Jun 2024
Optimizing Time Series Forecasting Architectures: A Hierarchical Neural
  Architecture Search Approach
Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach
Difan Deng
Marius Lindauer
AI4TS
45
0
0
07 Jun 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 forecasting
Sojung An
Tae-Jin Oh
Eunha Sohn
Donghyun Kim
AI4TS
40
7
0
07 Jun 2024
ACE Metric: Advection and Convection Evaluation for Accurate Weather
  Forecasting
ACE Metric: Advection and Convection Evaluation for Accurate Weather Forecasting
Doyi Kim
Minseok Seo
Yeji Choi
21
0
0
07 Jun 2024
WaveCastNet: An AI-enabled Wavefield Forecasting Framework for
  Earthquake Early Warning
WaveCastNet: An AI-enabled Wavefield Forecasting Framework for Earthquake Early Warning
Dongwei Lyu
R. Nakata
Pu Ren
Michael W. Mahoney
A. Pitarka
Nori Nakata
N. Benjamin Erichson
25
2
0
30 May 2024
Spatiotemporal Predictions of Toxic Urban Plumes Using Deep Learning
Spatiotemporal Predictions of Toxic Urban Plumes Using Deep Learning
Yinan Wang
M. G. Fernández-Godino
Nipun Gunawardena
Donald D. Lucas
X. Yue
23
1
0
30 May 2024
SFANet: Spatial-Frequency Attention Network for Weather Forecasting
SFANet: Spatial-Frequency Attention Network for Weather Forecasting
Jiaze Wang
Hao Chen
Hongcan Xu
Jinpeng Li
Bo-Lan Wang
Kun Shao
Furui Liu
Huaxi Chen
Guangyong Chen
Pheng-Ann Heng
56
0
0
29 May 2024
LNS2+RL: Combining Multi-Agent Reinforcement Learning with Large Neighborhood Search in Multi-Agent Path Finding
LNS2+RL: Combining Multi-Agent Reinforcement Learning with Large Neighborhood Search in Multi-Agent Path Finding
Yutong Wang
Tanishq Duhan
Jiaoyang Li
Guillaume Sartoretti
AI4CE
35
1
0
28 May 2024
Microsaccade-inspired Event Camera for Robotics
Microsaccade-inspired Event Camera for Robotics
Botao He
Ze Wang
Yuan Zhou
Jingxi Chen
Chahat Deep Singh
...
Yanjun Cao
Chao Xu
Yiannis Aloimonos
Fei Gao
Cornelia Fermuller
19
16
0
28 May 2024
Deep Learning Calabi-Yau four folds with hybrid and recurrent neural
  network architectures
Deep Learning Calabi-Yau four folds with hybrid and recurrent neural network architectures
H. L. Dao
29
0
0
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