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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 / 1,941 papers shown
Title
Diff-Net: Image Feature Difference based High-Definition Map Change
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Diff-Net: Image Feature Difference based High-Definition Map Change Detection for Autonomous Driving
Lei He
Shengjie Jiang
Xiaoqing Liang
Ning Wang
Shiyu Song
51
9
0
14 Jul 2021
Deep Autoregressive Models with Spectral Attention
Deep Autoregressive Models with Spectral Attention
Fernando Moreno-Pino
Pablo Martínez Olmos
Antonio Artés-Rodríguez
AI4TS
64
18
0
13 Jul 2021
Interpretable Deep Feature Propagation for Early Action Recognition
Interpretable Deep Feature Propagation for Early Action Recognition
He Zhao
Richard P. Wildes
FAtt
63
8
0
11 Jul 2021
Physics-informed generative neural network: an application to
  troposphere temperature prediction
Physics-informed generative neural network: an application to troposphere temperature prediction
Zhihao Chen
Jie Gao
Weikai Wang
Zheng Yan
AI4CE
67
18
0
08 Jul 2021
Short-term probabilistic photovoltaic power forecast based on deep
  convolutional long short-term memory network and kernel density estimation
Short-term probabilistic photovoltaic power forecast based on deep convolutional long short-term memory network and kernel density estimation
Mingliang Bai
Xinyu Zhao
Zhenhua Long
Jinfu Liu
Daren Yu
AI4TS
43
1
0
03 Jul 2021
Online Metro Origin-Destination Prediction via Heterogeneous Information
  Aggregation
Online Metro Origin-Destination Prediction via Heterogeneous Information Aggregation
Lingbo Liu
Yuying Zhu
Guanbin Li
Ziyi Wu
Lei Bai
Liang Lin
AI4TS
106
37
0
02 Jul 2021
Productivity, Portability, Performance: Data-Centric Python
Productivity, Portability, Performance: Data-Centric Python
Yiheng Wang
Yao Zhang
Yanzhang Wang
Yan Wan
Jiao Wang
Zhongyuan Wu
Yuhao Yang
Bowen She
169
101
0
01 Jul 2021
Supervised Segmentation with Domain Adaptation for Small Sampled Orbital
  CT Images
Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images
Sungho Suh
So-hyun Cheon
Wonseon Choi
Yeon Woong Chung
W. Cho
ji-Sun Paik
Sung Eun Kim
D. Chang
Y. Lee
80
4
0
01 Jul 2021
JUWELS Booster -- A Supercomputer for Large-Scale AI Research
JUWELS Booster -- A Supercomputer for Large-Scale AI Research
Stefan Kesselheim
A. Herten
K. Krajsek
J. Ebert
J. Jitsev
...
A. Strube
Roshni Kamath
Martin G. Schultz
M. Riedel
T. Lippert
GNN
78
16
0
30 Jun 2021
Exploring Context Generalizability in Citywide Crowd Mobility
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Exploring Context Generalizability in Citywide Crowd Mobility Prediction: An Analytic Framework and Benchmark
Liyue Chen
Xiaoxiang Wang
Leye Wang
59
1
0
30 Jun 2021
TENT: Tensorized Encoder Transformer for Temperature Forecasting
TENT: Tensorized Encoder Transformer for Temperature Forecasting
Onur Bilgin
Paweł Mąka
Thomas Vergutz
S. Mehrkanoon
AI4TS
66
13
0
28 Jun 2021
PhyCRNet: Physics-informed Convolutional-Recurrent Network for Solving
  Spatiotemporal PDEs
PhyCRNet: Physics-informed Convolutional-Recurrent Network for Solving Spatiotemporal PDEs
Pu Ren
Chengping Rao
Yang Liu
Jianxun Wang
Hao Sun
DiffMAI4CE
136
206
0
26 Jun 2021
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting
Zheng Fang
Qingqing Long
Guojie Song
Kunqing Xie
AI4TS
73
485
0
24 Jun 2021
Spatio-Temporal SAR-Optical Data Fusion for Cloud Removal via a Deep
  Hierarchical Model
Spatio-Temporal SAR-Optical Data Fusion for Cloud Removal via a Deep Hierarchical Model
A. Sebastianelli
A. Nowakowski
Erika Puglisi
M. P. D. Rosso
J. Mifdal
F. Pirri
P. Mathieu
Silvia Liberata Ullo
3DPC
83
2
0
23 Jun 2021
Learning Dynamical Systems from Noisy Sensor Measurements using Multiple
  Shooting
Learning Dynamical Systems from Noisy Sensor Measurements using Multiple Shooting
Armand Jordana
Justin Carpentier
Ludovic Righetti
AI4CE
83
5
0
22 Jun 2021
Recurrent Neural Network from Adder's Perspective: Carry-lookahead RNN
Recurrent Neural Network from Adder's Perspective: Carry-lookahead RNN
Haowei Jiang
Fei-wei Qin
Jin Cao
Yong Peng
Yanli Shao
LRMODL
66
43
0
22 Jun 2021
FP-Age: Leveraging Face Parsing Attention for Facial Age Estimation in
  the Wild
FP-Age: Leveraging Face Parsing Attention for Facial Age Estimation in the Wild
Yiming Lin
Jie Shen
Yujiang Wang
Maja Pantic
CVBM
85
35
0
21 Jun 2021
Towards Distraction-Robust Active Visual Tracking
Towards Distraction-Robust Active Visual Tracking
Fangwei Zhong
Peng Sun
Wenhan Luo
Tingyun Yan
Yizhou Wang
AAML
55
38
0
18 Jun 2021
Design and Analysis of Robust Deep Learning Models for Stock Price
  Prediction
Design and Analysis of Robust Deep Learning Models for Stock Price Prediction
Jaydip Sen
Sidra Mehtab
OODAIFin
98
12
0
17 Jun 2021
Deformation Driven Seq2Seq Longitudinal Tumor and Organs-at-Risk
  Prediction for Radiotherapy
Deformation Driven Seq2Seq Longitudinal Tumor and Organs-at-Risk Prediction for Radiotherapy
Donghoon Lee
S. Alam
Jue Jiang
Pengpeng Zhang
Saad Nadeem
Yu-chi Hu
AI4CE
64
5
0
16 Jun 2021
Anomaly Detection in Video Sequences: A Benchmark and Computational
  Model
Anomaly Detection in Video Sequences: A Benchmark and Computational Model
Boyang Wan
Wenhui Jiang
Yuming Fang
Zhiyuan Luo
Guanqun Ding
AI4TS
75
48
0
16 Jun 2021
Economic Nowcasting with Long Short-Term Memory Artificial Neural
  Networks (LSTM)
Economic Nowcasting with Long Short-Term Memory Artificial Neural Networks (LSTM)
D. Hopp
AI4TS
40
33
0
15 Jun 2021
Cascading Convolutional Temporal Colour Constancy
Cascading Convolutional Temporal Colour Constancy
Matteo Rizzo
Cristina Conati
Daesik Jang
Hui Hu
31
2
0
15 Jun 2021
Learning Dissipative Dynamics in Chaotic Systems
Learning Dissipative Dynamics in Chaotic Systems
Zong-Yi Li
Miguel Liu-Schiaffini
Nikola B. Kovachki
Burigede Liu
Kamyar Azizzadenesheli
K. Bhattacharya
Andrew M. Stuart
Anima Anandkumar
AI4CE
87
31
0
13 Jun 2021
Conditional COT-GAN for Video Prediction with Kernel Smoothing
Conditional COT-GAN for Video Prediction with Kernel Smoothing
Tianlin Xu
Beatrice Acciaio
GANAI4TSCML
33
5
0
10 Jun 2021
Multistep Electric Vehicle Charging Station Occupancy Prediction using
  Hybrid LSTM Neural Networks
Multistep Electric Vehicle Charging Station Occupancy Prediction using Hybrid LSTM Neural Networks
Tai-Yu Ma
S. Faye
64
93
0
09 Jun 2021
Encoding physics to learn reaction-diffusion processes
Encoding physics to learn reaction-diffusion processes
Chengping Rao
Pu Ren
Qi Wang
O. Buyukozturk
Haoqin Sun
Yang Liu
PINNAI4CEDiffM
107
97
0
09 Jun 2021
A Deep Variational Bayesian Framework for Blind Image Deblurring
A Deep Variational Bayesian Framework for Blind Image Deblurring
Haibo Wang
Zongsheng Yue
Qian Zhao
Deyu Meng
BDL
44
20
0
05 Jun 2021
Deep Bayesian Active Learning for Accelerating Stochastic Simulation
Deep Bayesian Active Learning for Accelerating Stochastic Simulation
D. Wu
Ruijia Niu
Matteo Chinazzi
Alessandro Vespignani
Yi-An Ma
Rose Yu
AI4CE
133
9
0
05 Jun 2021
Pose and Semantic Map Based Probabilistic Forecast of Vulnerable Road
  Users' Trajectories
Pose and Semantic Map Based Probabilistic Forecast of Vulnerable Road Users' Trajectories
Viktor Kress
Fabian Jeske
Stefan Zernetsch
Konrad Doll
Bernhard Sick
40
7
0
04 Jun 2021
Mesh-based graph convolutional neural networks for modeling materials
  with microstructure
Mesh-based graph convolutional neural networks for modeling materials with microstructure
A. Frankel
Cosmin Safta
Coleman Alleman
Reese E. Jones
74
15
0
04 Jun 2021
Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural
  Networks
Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks
J. Hagenaars
Federico Paredes-Valles
Guido de Croon
87
139
0
03 Jun 2021
STEP: Spatial-Temporal Network Security Event Prediction
STEP: Spatial-Temporal Network Security Event Prediction
Qiumei Cheng
Yi Shen
Dezhang Kong
Chunming Wu
35
2
0
31 May 2021
APEX: Unsupervised, Object-Centric Scene Segmentation and Tracking for
  Robot Manipulation
APEX: Unsupervised, Object-Centric Scene Segmentation and Tracking for Robot Manipulation
Yizhe Wu
Oiwi Parker Jones
Martin Engelcke
Ingmar Posner
3DPC
65
20
0
31 May 2021
Deep Learning on Monocular Object Pose Detection and Tracking: A
  Comprehensive Overview
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview
Zhaoxin Fan
Yazhi Zhu
Yulin He
Qi Sun
Hongyan Liu
Jun He
132
84
0
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TexRel: a Green Family of Datasets for Emergent Communications on
  Relations
TexRel: a Green Family of Datasets for Emergent Communications on Relations
Hugh Perkins
44
2
0
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DFPN: Deformable Frame Prediction Network
DFPN: Deformable Frame Prediction Network
M. Yilmaz
A. Murat Tekalp
AI4CE
37
12
0
26 May 2021
Quantifying Uncertainty in Deep Spatiotemporal Forecasting
Quantifying Uncertainty in Deep Spatiotemporal Forecasting
Dongxian Wu
Liyao (Mars) Gao
X. Xiong
Matteo Chinazzi
Alessandro Vespignani
Yi-An Ma
Rose Yu
AI4TS
97
71
0
25 May 2021
Deep Learning-based Damage Mapping with InSAR Coherence Time Series
Deep Learning-based Damage Mapping with InSAR Coherence Time Series
Oliver L. Stephenson
Tobias Köhne
Eric Zhan
Brent E. Cahill
S. Yun
Zachary E. Ross
M. Simons
74
28
0
24 May 2021
Taylor saves for later: disentanglement for video prediction using
  Taylor representation
Taylor saves for later: disentanglement for video prediction using Taylor representation
Ting Pan
Zhuqing Jiang
Jianan Han
S. Wen
Aidong Men
Haiying Wang
58
5
0
24 May 2021
GOO: A Dataset for Gaze Object Prediction in Retail Environments
GOO: A Dataset for Gaze Object Prediction in Retail Environments
Henri Tomas
Marcus Reyes
Raimarc S. Dionido
M. Ty
Jonric Mirando
Joel Casimiro
Rowel Atienza
Richard Guinto
65
29
0
22 May 2021
Spatial-temporal Conv-sequence Learning with Accident Encoding for
  Traffic Flow Prediction
Spatial-temporal Conv-sequence Learning with Accident Encoding for Traffic Flow Prediction
Zichuan Liu
Rui Zhang
Chen Wang
Zhu Xiao
Hongbo Jiang
AI4TS
49
20
0
21 May 2021
Sharing Pain: Using Pain Domain Transfer for Video Recognition of Low
  Grade Orthopedic Pain in Horses
Sharing Pain: Using Pain Domain Transfer for Video Recognition of Low Grade Orthopedic Pain in Horses
Sofia Broomé
K. Ask
Maheen Rashid-Engström
Pia Haubro Andersen
Hedvig Kjellström
74
12
0
21 May 2021
Finding a Needle in a Haystack: Tiny Flying Object Detection in 4K
  Videos using a Joint Detection-and-Tracking Approach
Finding a Needle in a Haystack: Tiny Flying Object Detection in 4K Videos using a Joint Detection-and-Tracking Approach
Ryota Yoshihashi
Rei Kawakami
Shaodi You
T. Trinh
M. Iida
T. Naemura
ObjDVOT
57
3
0
18 May 2021
Cross-Modal Progressive Comprehension for Referring Segmentation
Cross-Modal Progressive Comprehension for Referring Segmentation
Si Liu
Tianrui Hui
Shaofei Huang
Yunchao Wei
Yue Liu
Guanbin Li
EgoVVOS
79
130
0
15 May 2021
Post-processing Multi-Model Medium-Term Precipitation Forecasts Using
  Convolutional Neural Networks
Post-processing Multi-Model Medium-Term Precipitation Forecasts Using Convolutional Neural Networks
Bob de Ruiter
AI4Cl
35
3
0
14 May 2021
Temporal-Spatial Feature Pyramid for Video Saliency Detection
Temporal-Spatial Feature Pyramid for Video Saliency Detection
Qinyao Chang
Shiping Zhu
84
27
0
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Modeling the geospatial evolution of COVID-19 using spatio-temporal
  convolutional sequence-to-sequence neural networks
Modeling the geospatial evolution of COVID-19 using spatio-temporal convolutional sequence-to-sequence neural networks
Mário Cardoso
A. Cavalheiro
Alexandre Borges
A. F. Duarte
Amilcar Soares
M. Pereira
N. Nunes
L. Azevedo
Arlindo L. Oliveira
92
8
0
06 May 2021
FDNet: A Deep Learning Approach with Two Parallel Cross Encoding
  Pathways for Precipitation Nowcasting
FDNet: A Deep Learning Approach with Two Parallel Cross Encoding Pathways for Precipitation Nowcasting
Bi Yan
Chao Yang
F. Chen
Kohei Takeda
Changjun Wang
60
14
0
06 May 2021
(ASNA) An Attention-based Siamese-Difference Neural Network with
  Surrogate Ranking Loss function for Perceptual Image Quality Assessment
(ASNA) An Attention-based Siamese-Difference Neural Network with Surrogate Ranking Loss function for Perceptual Image Quality Assessment
Seyed Mehdi Ayyoubzadeh
Ali Royat
66
13
0
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