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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
Novel EEG based Schizophrenia Detection with IoMT Framework for Smart
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Novel EEG based Schizophrenia Detection with IoMT Framework for Smart Healthcare
G. Sharma
A. Joshi
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19 Nov 2021
DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with
  Flow-Guided Attentive Correlation and Recursive Boosting
DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting
Jihyong Oh
Munchurl Kim
86
21
0
19 Nov 2021
MS-nowcasting: Operational Precipitation Nowcasting with Convolutional
  LSTMs at Microsoft Weather
MS-nowcasting: Operational Precipitation Nowcasting with Convolutional LSTMs at Microsoft Weather
Sylwester Klocek
Haiyu Dong
M. Dixon
Panashe Kanengoni
Najeeb Kazmi
Pete Luferenko
Zhongjian Lv
Shikhar Sharma
Jonathan A. Weyn
Siqi Xiang
AI4Cl
87
23
0
18 Nov 2021
SAPNet: Segmentation-Aware Progressive Network for Perceptual
  Contrastive Deraining
SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining
Shen Zheng
Chan Lu
Yuxiong Wu
Gaurav Gupta
59
31
0
17 Nov 2021
TYolov5: A Temporal Yolov5 Detector Based on Quasi-Recurrent Neural
  Networks for Real-Time Handgun Detection in Video
TYolov5: A Temporal Yolov5 Detector Based on Quasi-Recurrent Neural Networks for Real-Time Handgun Detection in Video
M. Duran-Vega
M. González-Mendoza
Leonardo Chang
C. Suarez-Ramirez
61
8
0
17 Nov 2021
Learning Scene Dynamics from Point Cloud Sequences
Learning Scene Dynamics from Point Cloud Sequences
Pan He
Patrick Emami
Sanjay Ranka
Anand Rangarajan
3DPC
73
18
0
16 Nov 2021
NeuralPDE: Modelling Dynamical Systems from Data
NeuralPDE: Modelling Dynamical Systems from Data
Andrzej Dulny
Andreas Hotho
Anna Krause
AI4CE
57
11
0
15 Nov 2021
Skillful Twelve Hour Precipitation Forecasts using Large Context Neural
  Networks
Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks
L. Espeholt
Shreya Agrawal
C. Sønderby
M. Kumar
Jonathan Heek
Carla Bromberg
Cenk Gazen
Jason Hickey
Aaron Bell
Nal Kalchbrenner
AI4Cl
74
48
0
14 Nov 2021
Climate Modeling with Neural Diffusion Equations
Climate Modeling with Neural Diffusion Equations
JeeHyun Hwang
Jeongwhan Choi
Hwan-Kyu Choi
Kookjin Lee
Dongeun Lee
Noseong Park
DiffM
88
23
0
11 Nov 2021
Identifying the atmospheric drivers of drought and heat using a smoothed
  deep learning approach
Identifying the atmospheric drivers of drought and heat using a smoothed deep learning approach
M. Mittermeier
M. Weigert
David Rügamer
45
0
0
09 Nov 2021
D-Flow: A Real Time Spatial Temporal Model for Target Area Segmentation
D-Flow: A Real Time Spatial Temporal Model for Target Area Segmentation
Wentao Lu
Claude Sammut
100
0
0
08 Nov 2021
Use of 1D-CNN for input data size reduction of LSTM in Hourly
  Rainfall-Runoff modeling
Use of 1D-CNN for input data size reduction of LSTM in Hourly Rainfall-Runoff modeling
K. Ishida
A. Ercan
T. Nagasato
M. Kiyama
Motoki Amagasaki
AI4TS
74
2
0
07 Nov 2021
Single Image Deraining Network with Rain Embedding Consistency and
  Layered LSTM
Single Image Deraining Network with Rain Embedding Consistency and Layered LSTM
Yizhou Li
Yusuke Monno
Masatoshi Okutomi
73
30
0
05 Nov 2021
Joint Learning of Visual-Audio Saliency Prediction and Sound Source
  Localization on Multi-face Videos
Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face Videos
Minglang Qiao
Yufan Liu
Mai Xu
Xin Deng
Bing Li
Weiming Hu
Ali Borji
CVBM
65
5
0
05 Nov 2021
Deep Learning Methods for Daily Wildfire Danger Forecasting
Deep Learning Methods for Daily Wildfire Danger Forecasting
Ioannis Prapas
Spyros Kondylatos
Ioannis Papoutsis
Gustau Camps-Valls
M. Ronco
Miguel-Ángel Fernández-Torres
M. Guillem
Nuno Carvalhais
60
27
0
04 Nov 2021
ProSTformer: Pre-trained Progressive Space-Time Self-attention Model for
  Traffic Flow Forecasting
ProSTformer: Pre-trained Progressive Space-Time Self-attention Model for Traffic Flow Forecasting
Xiao Yan
X. Gan
Jingjing Tang
Rui Wang
ViTAI4TS
33
0
0
03 Nov 2021
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring
Yuhui Quan
Zicong Wu
Hui Ji
87
39
0
31 Oct 2021
TaylorSwiftNet: Taylor Driven Temporal Modeling for Swift Future Frame
  Prediction
TaylorSwiftNet: Taylor Driven Temporal Modeling for Swift Future Frame Prediction
M. Pourheydari
Emad Bahrami Rad
Mohsen Fayyaz
Gianpiero Francesca
M. Noroozi
Juergen Gall
72
1
0
27 Oct 2021
Encoder-Decoder Networks for Analyzing Thermal and Power Delivery
  Networks
Encoder-Decoder Networks for Analyzing Thermal and Power Delivery Networks
V. A. Chhabria
V. Ahuja
Ashwath Prabhu
Nikhil Patil
Palkesh Jain
S. Sapatnekar
32
2
0
27 Oct 2021
Deep Learning-based Segmentation of Cerebral Aneurysms in 3D TOF-MRA
  using Coarse-to-Fine Framework
Deep Learning-based Segmentation of Cerebral Aneurysms in 3D TOF-MRA using Coarse-to-Fine Framework
Meng Chen
C. Geng
Dongdong Wang
Jiajun Zhang
R. Di
Fengmei Li
Zhiyong Zhou
Sirong Piao
Yuxin Li
Y. Dai
50
1
0
26 Oct 2021
MoDeRNN: Towards Fine-grained Motion Details for Spatiotemporal
  Predictive Learning
MoDeRNN: Towards Fine-grained Motion Details for Spatiotemporal Predictive Learning
Zenghao Chai
Zhengzhuo Xu
Chun Yuan
AI4TS
72
5
0
25 Oct 2021
Recurrence along Depth: Deep Convolutional Neural Networks with
  Recurrent Layer Aggregation
Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer Aggregation
Jingyu Zhao
Yanwen Fang
Guodong Li
69
24
0
22 Oct 2021
Bayesian Optimization and Deep Learning forsteering wheel angle
  prediction
Bayesian Optimization and Deep Learning forsteering wheel angle prediction
Alessandro Riboni
Nicolò Ghioldi
Antonio Candelieri
M. Borrotti
LLMSV
38
11
0
22 Oct 2021
Wide and Narrow: Video Prediction from Context and Motion
Wide and Narrow: Video Prediction from Context and Motion
Jaehoon Cho
Jiyoung Lee
Changjae Oh
Wonil Song
Kwanghoon Sohn
82
1
0
22 Oct 2021
Dual Encoding U-Net for Spatio-Temporal Domain Shift Frame Prediction
Dual Encoding U-Net for Spatio-Temporal Domain Shift Frame Prediction
Jay Santokhi
Dylan Hillier
Yiming Yang
Joned Sarwar
A. Jordán
Emil Hewage
AI4CE
51
1
0
21 Oct 2021
Memory-Augmented Deep Unfolding Network for Compressive Sensing
Memory-Augmented Deep Unfolding Network for Compressive Sensing
Jie Song
Bin Chen
Jian Zhang
93
94
0
19 Oct 2021
Robust Pedestrian Attribute Recognition Using Group Sparsity for
  Occlusion Videos
Robust Pedestrian Attribute Recognition Using Group Sparsity for Occlusion Videos
Geonu Lee
Kimin Yun
Jungchan Cho
79
2
0
17 Oct 2021
Ego4D: Around the World in 3,000 Hours of Egocentric Video
Ego4D: Around the World in 3,000 Hours of Egocentric Video
Kristen Grauman
Andrew Westbury
Eugene Byrne
Zachary Chavis
Antonino Furnari
...
Mike Zheng Shou
Antonio Torralba
Lorenzo Torresani
Mingfei Yan
Jitendra Malik
EgoV
428
1,115
0
13 Oct 2021
Optical Flow Reusing for High-Efficiency Space-Time Video Super
  Resolution
Optical Flow Reusing for High-Efficiency Space-Time Video Super Resolution
Yuantong Zhang
Huairui Wang
Ziru Xu
Zhenzhong Chen
SupR
111
17
0
13 Oct 2021
M2GAN: A Multi-Stage Self-Attention Network for Image Rain Removal on
  Autonomous Vehicles
M2GAN: A Multi-Stage Self-Attention Network for Image Rain Removal on Autonomous Vehicles
Duc Manh Nguyen
Sang-Woong Lee
GAN
39
1
0
12 Oct 2021
UnfairGAN: An Enhanced Generative Adversarial Network for Raindrop
  Removal from A Single Image
UnfairGAN: An Enhanced Generative Adversarial Network for Raindrop Removal from A Single Image
Duc Manh Nguyen
Sang-Woong Lee
GAN
53
14
0
11 Oct 2021
Spatial-temporal V-Net for automatic segmentation and quantification of
  right ventricles in gated myocardial perfusion SPECT images
Spatial-temporal V-Net for automatic segmentation and quantification of right ventricles in gated myocardial perfusion SPECT images
Chen Zhao
Shi-ming Shi
Zhuo He
Cheng Wang
Zhongqiang Zhao
Xinli Li
Yanli Zhou
Weihua Zhou
111
0
0
11 Oct 2021
Two-stage Visual Cues Enhancement Network for Referring Image
  Segmentation
Two-stage Visual Cues Enhancement Network for Referring Image Segmentation
Yang Jiao
Zequn Jie
Weixin Luo
Jingjing Chen
Yu-Gang Jiang
Xiaolin K. Wei
Lin Ma
58
25
0
09 Oct 2021
ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised
  Predictive Learning
ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised Predictive Learning
Zhiyu Yao
Yunbo Wang
Haixu Wu
Jianmin Wang
Mingsheng Long
AI4TS
95
8
0
08 Oct 2021
Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural
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Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks
Alan Jeffares
Qinghai Guo
Pontus Stenetorp
Timoleon Moraitis
88
16
0
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PlumeCityNet: Multi-Resolution Air Quality Forecasting
PlumeCityNet: Multi-Resolution Air Quality Forecasting
Thibaut Cassard
Grégoire Jauvion
Antoine Alléon
B. Quennehen
David Lissmyr
MoE
51
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0
06 Oct 2021
A Hierarchical Variational Neural Uncertainty Model for Stochastic Video
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A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction
Moitreya Chatterjee
Narendra Ahuja
A. Cherian
UQCVVGenBDL
110
18
0
06 Oct 2021
A Hybrid Spatial-temporal Deep Learning Architecture for Lane Detection
A Hybrid Spatial-temporal Deep Learning Architecture for Lane Detection
Yongqi Dong
S. Patil
B. Arem
Haneen Farah
111
41
0
05 Oct 2021
Short-term precipitation prediction using deep learning
Short-term precipitation prediction using deep learning
Guoxing Chen
Wei‐Chyung Wang
AI4Cl
84
30
0
05 Oct 2021
Multi-axis Attentive Prediction for Sparse EventData: An Application to
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Multi-axis Attentive Prediction for Sparse EventData: An Application to Crime Prediction
Yi Sui
Ga Wu
Scott Sanner
45
2
0
05 Oct 2021
RAP-Net: Region Attention Predictive Network for Precipitation
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RAP-Net: Region Attention Predictive Network for Precipitation Nowcasting
Chuyao Luo
Zheng Zhang
Rui Ye
Xutao Li
Yunming Ye
81
12
0
03 Oct 2021
Light Field Saliency Detection with Dual Local Graph Learning
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Light Field Saliency Detection with Dual Local Graph Learning andReciprocative Guidance
Nian Liu
Wangbo Zhao
Dingwen Zhang
Junwei Han
Ling Shao
79
35
0
02 Oct 2021
Unsupervised Motion Representation Learning with Capsule Autoencoders
Unsupervised Motion Representation Learning with Capsule Autoencoders
Ziwei Xu
Xudong Shen
Yongkang Wong
Mohan S. Kankanhalli
79
21
0
01 Oct 2021
Google Neural Network Models for Edge Devices: Analyzing and Mitigating
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Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks
Amirali Boroumand
Saugata Ghose
Berkin Akin
Ravi Narayanaswami
Geraldo F. Oliveira
Xiaoyu Ma
Eric Shiu
O. Mutlu
80
86
0
29 Sep 2021
Self-supervised Point Cloud Prediction Using 3D Spatio-temporal
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Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks
Benedikt Mersch
Xieyuanli Chen
Jens Behley
C. Stachniss
3DPC
113
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0
28 Sep 2021
Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning
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Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning Approach for Intermittent Image Series
Jeremy Diaz
G. Cervone
C. Wauthier
AI4TS
12
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Improving 360 Monocular Depth Estimation via Non-local Dense Prediction
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Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-supervised Learning
I. Yun
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Chae-Eun Rhee
ViTMDE
77
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Rotor Localization and Phase Mapping of Cardiac Excitation Waves using
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Rotor Localization and Phase Mapping of Cardiac Excitation Waves using Deep Neural Networks
J. Lebert
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F. Fenton
Jan Christoph
67
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Unsupervised Abstract Reasoning for Raven's Problem Matrices
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Tao Zhuo
Qian Huang
Mohan S. Kankanhalli
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170
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Prediction of severe thunderstorm events with ensemble deep learning and
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Sabrina Guastavino
Michele Piana
Marco Tizzi
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D. Sacchetti
Enrico Solazzo
F. Benvenuto
75
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