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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
TENet: Triple Excitation Network for Video Salient Object Detection
TENet: Triple Excitation Network for Video Salient Object Detection
Sucheng Ren
Chu Han
Xin Yang
Guoqiang Han
Shengfeng He
60
57
0
20 Jul 2020
CASNet: Common Attribute Support Network for image instance and panoptic
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CASNet: Common Attribute Support Network for image instance and panoptic segmentation
Xiaolong Liu
Y. Hou
Anbang Yao
Yurong Chen
Keqiang Li
SSegISeg
77
3
0
17 Jul 2020
SiamParseNet: Joint Body Parsing and Label Propagation in Infant
  Movement Videos
SiamParseNet: Joint Body Parsing and Label Propagation in Infant Movement Videos
Haomiao Ni
Yuan Xue
Qian Zhang
Xiaolei Huang
59
4
0
16 Jul 2020
Dynamic Relational Inference in Multi-Agent Trajectories
Dynamic Relational Inference in Multi-Agent Trajectories
Ruichao Xiao
Manish Kumar Singh
Rose Yu
122
2
0
16 Jul 2020
Comparison of Different Methods for Time Sequence Prediction in
  Autonomous Vehicles
Comparison of Different Methods for Time Sequence Prediction in Autonomous Vehicles
Teng Liu
Bin Tian
Yunfeng Ai
Long Chen
Fei Liu
Dongpu Cao
AI4TS
31
0
0
16 Jul 2020
CloudCast: A Satellite-Based Dataset and Baseline for Forecasting Clouds
CloudCast: A Satellite-Based Dataset and Baseline for Forecasting Clouds
A. H. Nielsen
Alexandros Iosifidis
H. Karstoft
54
19
0
15 Jul 2020
Temporal Distinct Representation Learning for Action Recognition
Temporal Distinct Representation Learning for Action Recognition
Junwu Weng
Donghao Luo
Yabiao Wang
Ying Tai
Chengjie Wang
Jilin Li
Feiyue Huang
Xudong Jiang
Junsong Yuan
76
26
0
15 Jul 2020
On the Inclusion of Spatial Information for Spatio-Temporal Neural
  Networks
On the Inclusion of Spatial Information for Spatio-Temporal Neural Networks
Rodrigo de Medrano
J. Aznarte
63
16
0
15 Jul 2020
FADACS: A Few-shot Adversarial Domain Adaptation Architecture for
  Context-Aware Parking Availability Sensing
FADACS: A Few-shot Adversarial Domain Adaptation Architecture for Context-Aware Parking Availability Sensing
Wei Shao
Sichen Zhao
Zhen Zhang
Shiyu Wang
Mohammad Saiedur Rahaman
A. Song
Flora D. Salim
20
18
0
13 Jul 2020
Universal-to-Specific Framework for Complex Action Recognition
Universal-to-Specific Framework for Complex Action Recognition
Peisen Zhao
Lingxi Xie
Ya Zhang
Qi Tian
60
9
0
13 Jul 2020
Temporally Correlated Task Scheduling for Sequence Learning
Temporally Correlated Task Scheduling for Sequence Learning
Xueqing Wu
Lewen Wang
Yingce Xia
Weiqing Liu
Lijun Wu
Shufang Xie
Tao Qin
Tie-Yan Liu
54
10
0
10 Jul 2020
SeqHAND:RGB-Sequence-Based 3D Hand Pose and Shape Estimation
SeqHAND:RGB-Sequence-Based 3D Hand Pose and Shape Estimation
John Yang
H. Chang
Seungeui Lee
Nojun Kwak
3DH
105
50
0
10 Jul 2020
LORCK: Learnable Object-Resembling Convolution Kernels
LORCK: Learnable Object-Resembling Convolution Kernels
E. Lazareva
Oleg Y. Rogov
O. Shegaǐ
D. Larionov
Dmitry V. Dylov
71
4
0
09 Jul 2020
SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet
  Architecture
SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet Architecture
Kevin Trebing
Tomasz Stanczyk
S. Mehrkanoon
109
341
0
08 Jul 2020
Spatial-Angular Attention Network for Light Field Reconstruction
Spatial-Angular Attention Network for Light Field Reconstruction
Gaochang Wu
Yingqian Wang
Yebin Liu
Lu Fang
Tianyou Chai
3DV
78
46
0
05 Jul 2020
Wind speed prediction using multidimensional convolutional neural
  networks
Wind speed prediction using multidimensional convolutional neural networks
Kevin Trebing
S. Mehrkanoon
59
39
0
04 Jul 2020
Video Prediction via Example Guidance
Video Prediction via Example Guidance
Jingwei Xu
Huazhe Xu
Bingbing Ni
Xiaokang Yang
Trevor Darrell
AI4TS
89
17
0
03 Jul 2020
Understanding Road Layout from Videos as a Whole
Understanding Road Layout from Videos as a Whole
Buyu Liu
Bingbing Zhuang
S. Schulter
Pan Ji
Manmohan Chandraker
50
21
0
02 Jul 2020
Lightweight Temporal Self-Attention for Classifying Satellite Image Time
  Series
Lightweight Temporal Self-Attention for Classifying Satellite Image Time Series
Vivien Sainte Fare Garnot
Loic Landrieu
67
79
0
01 Jul 2020
Robust Semantic Segmentation in Adverse Weather Conditions by means of
  Fast Video-Sequence Segmentation
Robust Semantic Segmentation in Adverse Weather Conditions by means of Fast Video-Sequence Segmentation
Andreas Pfeuffer
Klaus C. J. Dietmayer
37
15
0
01 Jul 2020
Object Detection Under Rainy Conditions for Autonomous Vehicles: A
  Review of State-of-the-Art and Emerging Techniques
Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques
Mazin Hnewa
H. Radha
88
144
0
30 Jun 2020
Robustifying Sequential Neural Processes
Robustifying Sequential Neural Processes
Jaesik Yoon
Gautam Singh
Sungjin Ahn
69
27
0
29 Jun 2020
Deep Orthogonal Decompositions for Convective Nowcasting
Deep Orthogonal Decompositions for Convective Nowcasting
Daniel J. Tait
AI4Cl
25
1
0
28 Jun 2020
Spatio-temporal Sequence Prediction with Point Processes and
  Self-organizing Decision Trees
Spatio-temporal Sequence Prediction with Point Processes and Self-organizing Decision Trees
Oguzhan Karaahmetoglu
Suleyman S. Kozat
3DPC
18
4
0
25 Jun 2020
Learning for Video Compression with Recurrent Auto-Encoder and Recurrent
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Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model
Ren Yang
Fabian Mentzer
Luc Van Gool
Radu Timofte
89
140
0
24 Jun 2020
Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural
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Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network
Qing Lyu
Hongming Shan
Yibin Xie
Debiao Li
Ge Wang
MedIm
65
33
0
23 Jun 2020
High-Resolution Air Quality Prediction Using Low-Cost Sensors
High-Resolution Air Quality Prediction Using Low-Cost Sensors
Thibaut Cassard
Grégoire Jauvion
David Lissmyr
29
3
0
22 Jun 2020
Spatio-Temporal Tensor Sketching via Adaptive Sampling
Spatio-Temporal Tensor Sketching via Adaptive Sampling
Jing Ma
Qiuchen Zhang
Joyce C. Ho
Li Xiong
AI4TS
53
6
0
21 Jun 2020
Learning compact generalizable neural representations supporting
  perceptual grouping
Learning compact generalizable neural representations supporting perceptual grouping
Vijay Veerabadran
V. D. Sa
58
2
0
21 Jun 2020
To Explain or Not to Explain: A Study on the Necessity of Explanations
  for Autonomous Vehicles
To Explain or Not to Explain: A Study on the Necessity of Explanations for Autonomous Vehicles
Yuan-Chung Shen
Shanduojiao Jiang
Yanlin Chen
Katie Driggs Campbell
82
42
0
21 Jun 2020
Driver Intention Anticipation Based on In-Cabin and Driving Scene
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Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring
Yao Rong
Zeynep Akata
Enkelejda Kasneci
49
31
0
20 Jun 2020
Deep Learning-based Single Image Face Depth Data Enhancement
Deep Learning-based Single Image Face Depth Data Enhancement
Torsten Schlett
Christian Rathgeb
Christoph Busch
CVBM
65
16
0
19 Jun 2020
Learning to infer in recurrent biological networks
Learning to infer in recurrent biological networks
Ari S. Benjamin
Konrad Paul Kording
SSLDRL
53
1
0
18 Jun 2020
Forward Prediction for Physical Reasoning
Forward Prediction for Physical Reasoning
Rohit Girdhar
Laura Gustafson
Aaron B. Adcock
Laurens van der Maaten
LRMAI4CE
129
21
0
18 Jun 2020
Latent Video Transformer
Latent Video Transformer
Ruslan Rakhimov
Denis Volkhonskiy
Alexey Artemov
Denis Zorin
Evgeny Burnaev
VGen
107
121
0
18 Jun 2020
Preserving Dynamic Attention for Long-Term Spatial-Temporal Prediction
Preserving Dynamic Attention for Long-Term Spatial-Temporal Prediction
Haoxing Lin
Rufan Bai
Weijia Jia
Xinyu Yang
Yongjian You
HAIAI4TS
68
66
0
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PlumeNet: Large-Scale Air Quality Forecasting Using A Convolutional LSTM
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PlumeNet: Large-Scale Air Quality Forecasting Using A Convolutional LSTM Network
Antoine Alléon
Grégoire Jauvion
B. Quennehen
David Lissmyr
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57
20
0
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Sub-Seasonal Climate Forecasting via Machine Learning: Challenges,
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Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances
Sijie He
Xinyan Li
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Pradeep Ravikumar
A. Banerjee
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Alternating ConvLSTM: Learning Force Propagation with Alternate State
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Alternating ConvLSTM: Learning Force Propagation with Alternate State Updates
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25
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0
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Exploiting the ConvLSTM: Human Action Recognition using Raw Depth
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Exploiting the ConvLSTM: Human Action Recognition using Raw Depth Video-Based Recurrent Neural Networks
Adrián Sánchez-Caballero
D. Fuentes-Jiménez
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0
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A generative adversarial network approach to (ensemble) weather
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iSeeBetter: Spatio-temporal video super-resolution using recurrent
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John Britto
M. Mani Roja
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51
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A Deep Learning Framework for Recognizing both Static and Dynamic
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A Deep Learning Framework for Recognizing both Static and Dynamic Gestures
Osama Mazhar
S. Ramdani
A. Cherubini
72
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Fast Modeling and Understanding Fluid Dynamics Systems with
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Fast Modeling and Understanding Fluid Dynamics Systems with Encoder-Decoder Networks
Rohan Thavarajah
X. Zhai
Zhe-Rui Ma
D. Castineira
PINNAI4CE
43
8
0
09 Jun 2020
Recurrent Flow Networks: A Recurrent Latent Variable Model for Density
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Recurrent Flow Networks: A Recurrent Latent Variable Model for Density Modelling of Urban Mobility
Daniele Gammelli
Filipe Rodrigues
42
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0
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Deeply Shared Filter Bases for Parameter-Efficient Convolutional Neural
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49
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Single Image Deraining via Scale-space Invariant Attention Neural
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Deming Zhai
Junjun Jiang
Xianming Liu
88
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0
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Multi-fidelity Generative Deep Learning Turbulent Flows
Multi-fidelity Generative Deep Learning Turbulent Flows
N. Geneva
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85
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Text Detection and Recognition in the Wild: A Review
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Z. Raisi
Mohamed A. Naiel
Paul Fieguth
Steven Wardell
John S. Zelek
84
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0
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Spatial-Temporal Dynamic Graph Attention Networks for Ride-hailing
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Spatial-Temporal Dynamic Graph Attention Networks for Ride-hailing Demand Prediction
Weiguo Pian
Yingbo Wu
Xiangmou Qu
Junpeng Cai
Ziyi Kou
GNNAI4TS
73
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0
07 Jun 2020
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