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Convolutional LSTM Network: A Machine Learning Approach for
  Precipitation Nowcasting
v1v2 (latest)

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
ArXiv (abs)PDFHTML

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

50 / 1,940 papers shown
Title
Continuous Spatiotemporal Transformers
Continuous Spatiotemporal Transformers
Antonio H. O. Fonseca
E. Zappala
J. O. Caro
David van Dijk
78
8
0
31 Jan 2023
Graph-Free Learning in Graph-Structured Data: A More Efficient and
  Accurate Spatiotemporal Learning Perspective
Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective
Xu Wang
Pengfei Gu
Pengkun Wang
Binwu Wang
Zhengyang Zhou
Lei Bai
Yang Wang
GNN
29
3
0
27 Jan 2023
Improving deep learning precipitation nowcasting by using prior
  knowledge
Improving deep learning precipitation nowcasting by using prior knowledge
M. Choma
Petr Simánek
Jakub Bartel
150
0
0
27 Jan 2023
RMSim: Controlled Respiratory Motion Simulation on Static Patient Scans
RMSim: Controlled Respiratory Motion Simulation on Static Patient Scans
Donghoon Lee
E. Yorke
M. Zarepisheh
Saad Nadeem
Yu-chi Hu
43
1
0
26 Jan 2023
Prompt Federated Learning for Weather Forecasting: Toward Foundation
  Models on Meteorological Data
Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data
Shen Chen
Guodong Long
Tao Shen
Jing Jiang
AI4TS
115
39
0
22 Jan 2023
Neuromorphic High-Frequency 3D Dancing Pose Estimation in Dynamic
  Environment
Neuromorphic High-Frequency 3D Dancing Pose Estimation in Dynamic Environment
Zhongyang Zhang
Kaidong Chai
Haowen Yu
Ramzi M Majaj
Francesca Walsh
Edward Wang
U. Mahbub
H. Siegelmann
Donghyun Kim
Tauhidur Rahman
3DH
55
19
0
17 Jan 2023
Anti-aliasing Predictive Coding Network for Future Video Frame
  Prediction
Anti-aliasing Predictive Coding Network for Future Video Frame Prediction
Chaofan Ling
Wei-Hong Li
Junpei Zhong
63
0
0
13 Jan 2023
ViTs for SITS: Vision Transformers for Satellite Image Time Series
ViTs for SITS: Vision Transformers for Satellite Image Time Series
Michail Tarasiou
Erik Chavez
Stefanos Zafeiriou
ViT
86
56
0
12 Jan 2023
Differentiable modeling to unify machine learning and physical models
  and advance Geosciences
Differentiable modeling to unify machine learning and physical models and advance Geosciences
Chaopeng Shen
A. Appling
Pierre Gentine
Toshiyuki Bandai
H. Gupta
...
Chris Rackauckas
Tirthankar Roy
Chonggang Xu
Binayak Mohanty
K. Lawson
AI4CE
110
15
0
10 Jan 2023
Flying Bird Object Detection Algorithm in Surveillance Video Based on
  Motion Information
Flying Bird Object Detection Algorithm in Surveillance Video Based on Motion Information
Ziwei Sun
Ze-xi Hua
He-chao Li
Haiyan Zhong
60
13
0
05 Jan 2023
Point Cloud-based Proactive Link Quality Prediction for Millimeter-wave
  Communications
Point Cloud-based Proactive Link Quality Prediction for Millimeter-wave Communications
Shoki Ohta
Takayuki Nishio
R. Kudo
Kahoko Takahashi
Hisashi Nagata
51
7
0
02 Jan 2023
A Concurrent CNN-RNN Approach for Multi-Step Wind Power Forecasting
A Concurrent CNN-RNN Approach for Multi-Step Wind Power Forecasting
Syed Kazmi
Berk Görgülü
Mucahit Cevik
M. Baydogan
56
5
0
02 Jan 2023
Learning Road Scene-level Representations via Semantic Region Prediction
Learning Road Scene-level Representations via Semantic Region Prediction
Zihao Xiao
Alan Yuille
Yi-Ting Chen
111
2
0
02 Jan 2023
Mapping smallholder cashew plantations to inform sustainable tree crop
  expansion in Benin
Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin
Leikun Yin
Rahul Ghosh
Chenxi Lin
David Hale
Christoph Weigl
...
Jessica Till
X. Jia
Troy Mao
Vipin Kumar
Zhenong Jin
67
26
0
01 Jan 2023
A Deep Learning Method for Real-time Bias Correction of Wind Field
  Forecasts in the Western North Pacific
A Deep Learning Method for Real-time Bias Correction of Wind Field Forecasts in the Western North Pacific
Wei Zhang
Yueyue Jiang
Junyu Dong
X. Song
Renbo Pang
Boyu Guoan
Hui Yu
AI4Cl
53
17
0
29 Dec 2022
Predictive Coding Based Multiscale Network with Encoder-Decoder LSTM for
  Video Prediction
Predictive Coding Based Multiscale Network with Encoder-Decoder LSTM for Video Prediction
Chaofan Ling
Junpei Zhong
Wei-Hong Li
72
3
0
22 Dec 2022
Forecasting West Nile Virus with Graph Neural Networks: Harnessing
  Spatial Dependence in Irregularly Sampled Geospatial Data
Forecasting West Nile Virus with Graph Neural Networks: Harnessing Spatial Dependence in Irregularly Sampled Geospatial Data
A. Tonks
Trevor Harris
Bo Li
W. Brown
Rebecca Smith
430
4
0
21 Dec 2022
A recurrent CNN for online object detection on raw radar frames
A recurrent CNN for online object detection on raw radar frames
Colin Decourt
R. V. Rullen
D. Salle
Thomas Oberlin
96
12
0
21 Dec 2022
Towards Efficient Visual Simplification of Computational Graphs in Deep
  Neural Networks
Towards Efficient Visual Simplification of Computational Graphs in Deep Neural Networks
Rusheng Pan
Zhiyong Wang
Yating Wei
Han Gao
Gongchang Ou
Caleb Chen Cao
Jinglin Xu
Tong Xu
Wei Chen
GNN
45
4
0
21 Dec 2022
ColoristaNet for Photorealistic Video Style Transfer
ColoristaNet for Photorealistic Video Style Transfer
Xiaowen Qiu
Ruize Xu
Boan He
Yingtao Zhang
Wenqiang Zhang
Weifeng Ge
59
0
0
19 Dec 2022
Location-aware Adaptive Normalization: A Deep Learning Approach For
  Wildfire Danger Forecasting
Location-aware Adaptive Normalization: A Deep Learning Approach For Wildfire Danger Forecasting
Mohamad Hakam Shams Eddin
R. Roscher
Juergen Gall
88
10
0
16 Dec 2022
Design-time Fashion Popularity Forecasting in VR Environments
Design-time Fashion Popularity Forecasting in VR Environments
Stefanos-Iordanis Papadopoulos
C. Koutlis
Anastasios Papazoglou-Chalikias
Symeon Papadopoulos
S. Nikolopoulos
56
0
0
14 Dec 2022
Breaking the "Object" in Video Object Segmentation
Breaking the "Object" in Video Object Segmentation
P. Tokmakov
Jie Li
Adrien Gaidon
VOS
81
40
0
12 Dec 2022
Forecasting Soil Moisture Using Domain Inspired Temporal Graph
  Convolution Neural Networks To Guide Sustainable Crop Management
Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management
Muneeza Azmat
Malvern Madondo
Kelsey L. DiPietro
R. Horesh
Arun Bawa
Michael Jacobs
Raghavan Srinivasan
Fearghal O'Donncha
70
4
0
12 Dec 2022
Recurrent Vision Transformers for Object Detection with Event Cameras
Recurrent Vision Transformers for Object Detection with Event Cameras
Mathias Gehrig
Davide Scaramuzza
133
134
0
11 Dec 2022
Motion and Context-Aware Audio-Visual Conditioned Video Prediction
Motion and Context-Aware Audio-Visual Conditioned Video Prediction
Yating Xu
Conghui Hu
G. Lee
VGen
114
0
0
09 Dec 2022
MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video
  Prediction
MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction
Shuliang Ning
Mengcheng Lan
Yanran Li
Chaofeng Chen
Qian Chen
Xunlai Chen
Xiaoguang Han
Shuguang Cui
84
20
0
09 Dec 2022
Spatio-Temporal Super-Resolution of Dynamical Systems using
  Physics-Informed Deep-Learning
Spatio-Temporal Super-Resolution of Dynamical Systems using Physics-Informed Deep-Learning
Rajat Arora
Ankit Shrivastava
AI4CE
96
4
0
08 Dec 2022
Unsupervised Flood Detection on SAR Time Series
Unsupervised Flood Detection on SAR Time Series
Ritu Yadav
A. Nascetti
Hossein Azizpour
Y. Ban
63
8
0
07 Dec 2022
Super-resolution Probabilistic Rain Prediction from Satellite Data Using
  3D U-Nets and EarthFormers
Super-resolution Probabilistic Rain Prediction from Satellite Data Using 3D U-Nets and EarthFormers
Yang Li
Haiyu Dong
Zuliang Fang
Jonathan A. Weyn
Pete Luferenko
118
5
0
06 Dec 2022
Domain Generalization Strategy to Train Classifiers Robust to
  Spatial-Temporal Shift
Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift
Min-seok Seo
Do-Yeon Kim
Seungheon Shin
Eunbin Kim
Sewoong Ahn
Yeji Choi
OOD
76
8
0
06 Dec 2022
Simple Baseline for Weather Forecasting Using Spatiotemporal Context
  Aggregation Network
Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network
Min-seok Seo
Do-Yeon Kim
Seungheon Shin
Eunbin Kim
Sewoong Ahn
Yeji Choi
AI4TS
96
10
0
06 Dec 2022
Region-Conditioned Orthogonal 3D U-Net for Weather4Cast Competition
Region-Conditioned Orthogonal 3D U-Net for Weather4Cast Competition
Taehyeon Kim
Shinhwan Kang
Hyeon-Cheol Shin
Deukryeol Yoon
Seong-Hoon Eom
Kijung Shin
Se-Young Yun
69
4
0
05 Dec 2022
Multi-rater Prism: Learning self-calibrated medical image segmentation
  from multiple raters
Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters
Junde Wu
Huihui Fang
Yehui Yang
Yuanpei Liu
Jing Gao
Lixin Duan
Weihua Yang
Yanwu Xu
64
2
0
01 Dec 2022
MGTANet: Encoding Sequential LiDAR Points Using Long Short-Term
  Motion-Guided Temporal Attention for 3D Object Detection
MGTANet: Encoding Sequential LiDAR Points Using Long Short-Term Motion-Guided Temporal Attention for 3D Object Detection
Junho Koh
Junhyung Lee
Youngwoo Lee
Jaekyum Kim
J. Choi
3DPC
92
23
0
01 Dec 2022
Rethinking Disparity: A Depth Range Free Multi-View Stereo Based on
  Disparity
Rethinking Disparity: A Depth Range Free Multi-View Stereo Based on Disparity
Q. Yan
Qiang-qiang Wang
Kaiyong Zhao
Bo Li
Xiaowen Chu
F. Deng
105
13
0
30 Nov 2022
WeatherFusionNet: Predicting Precipitation from Satellite Data
WeatherFusionNet: Predicting Precipitation from Satellite Data
Jirí Pihrt
Rudolf Raevskiy
Petr Simánek
M. Choma
53
6
0
30 Nov 2022
The Effectiveness of World Models for Continual Reinforcement Learning
The Effectiveness of World Models for Continual Reinforcement Learning
Samuel Kessler
M. Ostaszewski
Michal Bortkiewicz
M. Żarski
Maciej Wołczyk
Jack Parker-Holder
Stephen J. Roberts
Piotr Milo's
KELMOffRLCLL
81
8
0
29 Nov 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 Nowcasting
Jaeho Choi
Yura Kim
Kwang-Ho Kim
Sung-Hwa Jung
Ikhyun Cho
58
2
0
28 Nov 2022
Geo-Adaptive Deep Spatio-Temporal predictive modeling for human mobility
Geo-Adaptive Deep Spatio-Temporal predictive modeling for human mobility
S. M. A. Zaidi
V. Chandola
Eunhye Yoo
3DH
58
0
0
27 Nov 2022
A Self-adaptive Neuroevolution Approach to Constructing Deep Neural
  Network Architectures Across Different Types
A Self-adaptive Neuroevolution Approach to Constructing Deep Neural Network Architectures Across Different Types
Zhenhao Shuai
Hongbo Liu
Zhaolin Wan
Wei-jie Yu
Jinchao Zhang
67
3
0
27 Nov 2022
Spatial Mixture-of-Experts
Spatial Mixture-of-Experts
Nikoli Dryden
Torsten Hoefler
MoE
103
9
0
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Data-driven Feature Tracking for Event Cameras
Data-driven Feature Tracking for Event Cameras
Nico Messikommer
Carter Fang
Mathias Gehrig
Davide Scaramuzza
80
44
0
23 Nov 2022
SimVP: Towards Simple yet Powerful Spatiotemporal Predictive Learning
SimVP: Towards Simple yet Powerful Spatiotemporal Predictive Learning
Cheng Tan
Zhangyang Gao
Siyuan Li
Stan Z. Li
VLMAI4TS
100
3
0
22 Nov 2022
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously
  Exploiting Image and Event Modalities
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities
Shristi Das Biswas
Adarsh Kosta
C. Liyanagedera
M. Apolinario
Kaushik Roy
104
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LVOS: A Benchmark for Long-term Video Object Segmentation
LVOS: A Benchmark for Long-term Video Object Segmentation
Li Hong
Wen-Chao Chen
Zhongying Liu
Wei Zhang
Pinxue Guo
Zhaoyu Chen
Wenqiang Zhang
VOS
113
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18 Nov 2022
Normal Reference Attention and Defective Feature Perception Network for
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Normal Reference Attention and Defective Feature Perception Network for Surface Defect Detection
Wei Luo
Haiming Yao
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123
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Deep learning for Lagrangian drift simulation at the sea surface
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Daria Botvynko
C. Granero-Belinchón
S. Gennip
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Language-Assisted Deep Learning for Autistic Behaviors Recognition
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