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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
Augmenting correlation structures in spatial data using deep generative
  models
Augmenting correlation structures in spatial data using deep generative models
Konstantin Klemmer
Adriano Soares Koshiyama
Sebastian Flennerhag
129
21
0
23 May 2019
Multi-Service Mobile Traffic Forecasting via Convolutional Long
  Short-Term Memories
Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories
Chaoyun Zhang
M. Fiore
P. Patras
AI4TS
76
31
0
23 May 2019
AMSI-Based Detection of Malicious PowerShell Code Using Contextual
  Embeddings
AMSI-Based Detection of Malicious PowerShell Code Using Contextual Embeddings
Amir Rubin
Shay Kels
Danny Hendler
35
2
0
23 May 2019
Activity Recognition and Prediction in Real Homes
Activity Recognition and Prediction in Real Homes
F. D. Casagrande
E. Zouganeli
HAI
23
4
0
20 May 2019
FORECAST-CLSTM: A New Convolutional LSTM Network for Cloudage Nowcasting
FORECAST-CLSTM: A New Convolutional LSTM Network for Cloudage Nowcasting
Chao Tan
Xin Feng
Jianwu Long
Li Geng
112
15
0
19 May 2019
Contextualized Spatial-Temporal Network for Taxi Origin-Destination
  Demand Prediction
Contextualized Spatial-Temporal Network for Taxi Origin-Destination Demand Prediction
Lingbo Liu
Zhilin Qiu
Guanbin Li
Qing Wang
Wanli Ouyang
Liang Lin
AI4TS
70
209
0
15 May 2019
Budget-aware Semi-Supervised Semantic and Instance Segmentation
Budget-aware Semi-Supervised Semantic and Instance Segmentation
Míriam Bellver
Amaia Salvador
Jordi Torres
Xavier Giró-i-Nieto
ISeg
69
27
0
14 May 2019
A Deep Spatio-Temporal Fuzzy Neural Network for Passenger Demand
  Prediction
A Deep Spatio-Temporal Fuzzy Neural Network for Passenger Demand Prediction
Xiaoyuan Liang
Guiling Wang
Martin Renqiang Min
Y. Qi
Zhu Han
AI4TS
51
21
0
13 May 2019
Precipitation nowcasting using a stochastic variational frame predictor
  with learned prior distribution
Precipitation nowcasting using a stochastic variational frame predictor with learned prior distribution
Alexander Bihlo
BDL
60
10
0
13 May 2019
Task-Agnostic Dynamics Priors for Deep Reinforcement Learning
Task-Agnostic Dynamics Priors for Deep Reinforcement Learning
Yilun Du
Karthik Narasimhan
87
33
0
13 May 2019
Spatio-temporal Video Re-localization by Warp LSTM
Spatio-temporal Video Re-localization by Warp LSTM
Yang Feng
Lin Ma
Wei Liu
Jiebo Luo
61
38
0
10 May 2019
Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks
  for Hyperspectral Image Classification
Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification
Wen-Shuai Hu
Hengchao Li
Lei Pan
Wei Li
R. Tao
Q. Du
60
154
0
09 May 2019
Frame-Recurrent Video Inpainting by Robust Optical Flow Inference
Frame-Recurrent Video Inpainting by Robust Optical Flow Inference
Yifan Ding
Chuan Wang
Haibin Huang
Jiaming Liu
Jue Wang
Liqiang Wang
58
12
0
08 May 2019
Attention-based Fusion for Multi-source Human Image Generation
Attention-based Fusion for Multi-source Human Image Generation
Stéphane Lathuilière
E. Sangineto
Aliaksandr Siarohin
N. Sebe
DiffM3DH
23
22
0
07 May 2019
Remote Photoplethysmograph Signal Measurement from Facial Videos Using
  Spatio-Temporal Networks
Remote Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal Networks
Zitong Yu
Xiaobai Li
Guoying Zhao
CVBM
79
285
0
07 May 2019
Deep Video Inpainting
Deep Video Inpainting
Dahun Kim
Sanghyun Woo
Joon-Young Lee
In So Kweon
82
198
0
05 May 2019
DeepSignals: Predicting Intent of Drivers Through Visual Signals
DeepSignals: Predicting Intent of Drivers Through Visual Signals
Davi Frossard
Eric Kee
R. Urtasun
ViT
36
17
0
03 May 2019
Convolution, attention and structure embedding
Convolution, attention and structure embedding
J. Andreoli
123
25
0
03 May 2019
Semantic Segmentation of Video Sequences with Convolutional LSTMs
Semantic Segmentation of Video Sequences with Convolutional LSTMs
Andreas Pfeuffer
Karina Schulz
Klaus C. J. Dietmayer
SSeg
70
46
0
03 May 2019
Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant
  Low-Delay Applications
Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant Low-Delay Applications
Ming Lu
Ming Cheng
Yiling Xu
Shiliang Pu
Qiu Shen
Zhan Ma
53
10
0
03 May 2019
Dynamic Origin-Destination Matrix Prediction with Line Graph Neural
  Networks and Kalman Filter
Dynamic Origin-Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter
Xincheng Xiong
K. Ozbay
Li Jin
Chen Feng
AI4TS
91
49
0
01 May 2019
Memory-Augmented Temporal Dynamic Learning for Action Recognition
Memory-Augmented Temporal Dynamic Learning for Action Recognition
Yuan. Yuan
Dong Wang
Qi. Wang
70
13
0
30 Apr 2019
Deep-MAPS: Machine Learning based Mobile Air Pollution Sensing
Deep-MAPS: Machine Learning based Mobile Air Pollution Sensing
Junwoo Song
Ke Han
HAI
36
38
0
28 Apr 2019
X-Ray Image Compression Using Convolutional Recurrent Neural Networks
X-Ray Image Compression Using Convolutional Recurrent Neural Networks
Asif Sushmit
Shakib Uz Zaman
Ahmed Imtiaz Humayun
Taufiq Hasan
M. Bhuiyan
MedIm
27
16
0
28 Apr 2019
Improved Conditional VRNNs for Video Prediction
Improved Conditional VRNNs for Video Prediction
Lluis Castrejon
Nicolas Ballas
Aaron Courville
VGenDRL
151
164
0
27 Apr 2019
Unifying Part Detection and Association for Recurrent Multi-Person Pose
  Estimation
Unifying Part Detection and Association for Recurrent Multi-Person Pose Estimation
Rania Briq
Andreas Doering
Juergen Gall
3DHVOT
37
1
0
26 Apr 2019
A CNN-RNN Architecture for Multi-Label Weather Recognition
A CNN-RNN Architecture for Multi-Label Weather Recognition
Bin Zhao
Xuelong Li
Xiaoqiang Lu
Zhigang Wang
67
109
0
24 Apr 2019
Segmenting the Future
Segmenting the Future
Hsu-kuang Chiu
Ehsan Adeli
Juan Carlos Niebles
93
47
0
24 Apr 2019
Path-Restore: Learning Network Path Selection for Image Restoration
Path-Restore: Learning Network Path Selection for Image Restoration
K. Yu
Xintao Wang
Chao Dong
Xiaoou Tang
Chen Change Loy
86
84
0
23 Apr 2019
Cubic LSTMs for Video Prediction
Cubic LSTMs for Video Prediction
Hehe Fan
Linchao Zhu
Yi Yang
35
10
0
20 Apr 2019
FACLSTM: ConvLSTM with Focused Attention for Scene Text Recognition
FACLSTM: ConvLSTM with Focused Attention for Scene Text Recognition
Qingqing Wang
W. Jia
Xiangjian He
Yue Lu
Michael Blumenstein
Ye Huang
55
41
0
20 Apr 2019
Video Object Segmentation and Tracking: A Survey
Video Object Segmentation and Tracking: A Survey
Rui Yao
Guosheng Lin
Shixiong Xia
Jiaqi Zhao
Yong Zhou
VOS
69
148
0
19 Apr 2019
Salient Object Detection in the Deep Learning Era: An In-Depth Survey
Salient Object Detection in the Deep Learning Era: An In-Depth Survey
Wenguan Wang
Qiuxia Lai
Huazhu Fu
Jianbing Shen
Haibin Ling
Ruigang Yang
100
616
0
19 Apr 2019
DistanceNet: Estimating Traveled Distance from Monocular Images using a
  Recurrent Convolutional Neural Network
DistanceNet: Estimating Traveled Distance from Monocular Images using a Recurrent Convolutional Neural Network
Robin Kreuzig
M. Ochs
Rudolf Mester
40
9
0
17 Apr 2019
MultiNet++: Multi-Stream Feature Aggregation and Geometric Loss Strategy
  for Multi-Task Learning
MultiNet++: Multi-Stream Feature Aggregation and Geometric Loss Strategy for Multi-Task Learning
Sumanth Chennupati
Ganesh Sistu
S. Yogamani
S. Rawashdeh
79
94
0
15 Apr 2019
Recurrent Neural Network for (Un-)supervised Learning of Monocular
  VideoVisual Odometry and Depth
Recurrent Neural Network for (Un-)supervised Learning of Monocular VideoVisual Odometry and Depth
Rui Wang
Stephen M. Pizer
Jan-Michael Frahm
MDE
76
177
0
15 Apr 2019
Learning Spatiotemporal Features of Ride-sourcing Services with Fusion
  Convolutional Network
Learning Spatiotemporal Features of Ride-sourcing Services with Fusion Convolutional Network
Feng Xiao
Dapeng Zhang
Gang Kou
Lu Li
AI4TS
29
6
0
15 Apr 2019
VORNet: Spatio-temporally Consistent Video Inpainting for Object Removal
VORNet: Spatio-temporally Consistent Video Inpainting for Object Removal
Ya-Liang Chang
Zhe-Yu Liu
Winston H. Hsu
72
26
0
14 Apr 2019
Position-Aware Convolutional Networks for Traffic Prediction
Position-Aware Convolutional Networks for Traffic Prediction
Shiheng Ma
Jingcai Guo
Song Guo
Minyi Guo
52
18
0
12 Apr 2019
Recurrent Space-time Graph Neural Networks
Recurrent Space-time Graph Neural Networks
Andrei Liviu Nicolicioiu
Iulia Duta
Marius Leordeanu
GNN
128
45
0
11 Apr 2019
Improvisation through Physical Understanding: Using Novel Objects as
  Tools with Visual Foresight
Improvisation through Physical Understanding: Using Novel Objects as Tools with Visual Foresight
Annie Xie
F. Ebert
Sergey Levine
Chelsea Finn
LM&Ro
64
80
0
11 Apr 2019
Actor-Critic Instance Segmentation
Actor-Critic Instance Segmentation
Nikita Araslanov
Constantin Rothkopf
Stefan Roth
EgoVISeg
55
17
0
10 Apr 2019
Learning from Videos with Deep Convolutional LSTM Networks
Learning from Videos with Deep Convolutional LSTM Networks
Logan Courtney
R. Sreenivas
23
7
0
09 Apr 2019
Cross-Modal Self-Attention Network for Referring Image Segmentation
Cross-Modal Self-Attention Network for Referring Image Segmentation
Linwei Ye
Mrigank Rochan
Zhi Liu
Yang Wang
EgoV
73
478
0
09 Apr 2019
Parrotron: An End-to-End Speech-to-Speech Conversion Model and its
  Applications to Hearing-Impaired Speech and Speech Separation
Parrotron: An End-to-End Speech-to-Speech Conversion Model and its Applications to Hearing-Impaired Speech and Speech Separation
Fadi Biadsy
Ron J. Weiss
Pedro J. Moreno
D. Kanvesky
Ye Jia
88
115
0
08 Apr 2019
A Dilated Inception Network for Visual Saliency Prediction
A Dilated Inception Network for Visual Saliency Prediction
Sheng Yang
Guosheng Lin
Qiuping Jiang
Weisi Lin
74
129
0
07 Apr 2019
Beyond Tracking: Selecting Memory and Refining Poses for Deep Visual
  Odometry
Beyond Tracking: Selecting Memory and Refining Poses for Deep Visual Odometry
Fei Xue
Xin Wang
Shunkai Li
Qiuyuan Wang
Junqiu Wang
H. Zha
72
101
0
03 Apr 2019
Nearest-Neighbor Neural Networks for Geostatistics
Nearest-Neighbor Neural Networks for Geostatistics
Haoyu Wang
Yawen Guan
Brian J. Reich
BDL
41
16
0
28 Mar 2019
Motion Deblurring with an Adaptive Network
Motion Deblurring with an Adaptive Network
Kuldeep Purohit
A. N. Rajagopalan
27
1
0
25 Mar 2019
Recurrent Back-Projection Network for Video Super-Resolution
Recurrent Back-Projection Network for Video Super-Resolution
Muhammad Haris
Gregory Shakhnarovich
Norimichi Ukita
SupR
72
439
0
25 Mar 2019
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