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Convolutional LSTM Network: A Machine Learning Approach for
  Precipitation Nowcasting

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
ArXivPDFHTML

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

50 / 1,919 papers shown
Title
EVC-MF: End-to-end Video Captioning Network with Multi-scale Features
EVC-MF: End-to-end Video Captioning Network with Multi-scale Features
Tian-Zi Niu
Zhen-Duo Chen
Xin Luo
Xin-Shun Xu
24
0
0
22 Oct 2024
Hybrid Architecture for Real-Time Video Anomaly Detection: Integrating
  Spatial and Temporal Analysis
Hybrid Architecture for Real-Time Video Anomaly Detection: Integrating Spatial and Temporal Analysis
Fabien Poirier
16
0
0
21 Oct 2024
Making Every Frame Matter: Continuous Activity Recognition in Streaming Video via Adaptive Video Context Modeling
Making Every Frame Matter: Continuous Activity Recognition in Streaming Video via Adaptive Video Context Modeling
Hao Wu
Donglin Bai
Shiqi Jiang
Qianxi Zhang
Y. Yang
Ting Cao
Fengyuan Xu
Yunxin Liu
Fengyuan Xu
107
0
0
19 Oct 2024
Data-driven rainfall prediction at a regional scale: a case study with
  Ghana
Data-driven rainfall prediction at a regional scale: a case study with Ghana
Indrajit Kalita
Lucia Vilallonga
Yves Atchade
AI4Cl
27
1
0
17 Oct 2024
Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in
  Traffic Monitoring
Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring
Kristina Telegraph
Christos Kyrkou
ObjD
21
0
0
17 Oct 2024
Single-word Auditory Attention Decoding Using Deep Learning Model
Single-word Auditory Attention Decoding Using Deep Learning Model
Nhan Duc Thanh Nguyen
Huy P Phan
Kaare B. Mikkelsen
P. Kidmose
23
0
0
15 Oct 2024
Enabling Advanced Land Cover Analytics: An Integrated Data Extraction
  Pipeline for Predictive Modeling with the Dynamic World Dataset
Enabling Advanced Land Cover Analytics: An Integrated Data Extraction Pipeline for Predictive Modeling with the Dynamic World Dataset
Victor Radermecker
Andrea Zanon
Nancy Thomas
Annita Vapsi
Saba Rahimi
Rama Ramakrishnan
Daniel Borrajo
22
0
0
11 Oct 2024
Future frame prediction in chest cine MR imaging using the PCA
  respiratory motion model and dynamically trained recurrent neural networks
Future frame prediction in chest cine MR imaging using the PCA respiratory motion model and dynamically trained recurrent neural networks
Michel Pohl
Mitsuru Uesaka
Hiroyuki Takahashi
K. Demachi
R. B. Chhatkuli
18
0
0
08 Oct 2024
Self-supervised inter-intra period-aware ECG representation learning for
  detecting atrial fibrillation
Self-supervised inter-intra period-aware ECG representation learning for detecting atrial fibrillation
Xiangqian Zhu
Mengnan Shi
Xuexin Yu
Chang Liu
Xiaocong Lian
Jintao Fei
Jiangying Luo
Xin Jin
Ping Zhang
Xiangyang Ji
16
0
0
08 Oct 2024
PostCast: Generalizable Postprocessing for Precipitation Nowcasting via
  Unsupervised Blurriness Modeling
PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling
Junchao Gong
Siwei Tu
Weidong Yang
Ben Fei
Kun Chen
Wenlong Zhang
Xiaokang Yang
Wanli Ouyang
Lei Bai
DiffM
24
2
0
08 Oct 2024
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting
S. H. Lim
Yijin Wang
Annan Yu
Emma Hart
Michael W. Mahoney
Xiaoye S. Li
N. Benjamin Erichson
AI4TS
47
1
0
04 Oct 2024
Explainable Earth Surface Forecasting under Extreme Events
Explainable Earth Surface Forecasting under Extreme Events
Oscar J. Pellicer-Valero
Miguel-Ángel Fernández-Torres
Chaonan Ji
Miguel D. Mahecha
Gustau Camps-Valls
21
0
0
02 Oct 2024
PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems
PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems
Bocheng Zeng
Qi Wang
M. Yan
Y. Liu
Ruizhi Chengze
Yi Zhang
Hongsheng Liu
Zidong Wang
Hao Sun
AI4CE
26
3
0
02 Oct 2024
StreamEnsemble: Predictive Queries over Spatiotemporal Streaming Data
StreamEnsemble: Predictive Queries over Spatiotemporal Streaming Data
Anderson Chaves
Eduardo S. Ogasawara
P. Valduriez
Fábio Porto
AI4TS
19
0
0
30 Sep 2024
Masked Autoregressive Model for Weather Forecasting
Masked Autoregressive Model for Weather Forecasting
Doyi Kim
Minseok Seo
Hakjin Lee
Junghoon Seo
28
0
0
30 Sep 2024
CausalVE: Face Video Privacy Encryption via Causal Video Prediction
CausalVE: Face Video Privacy Encryption via Causal Video Prediction
Yubo Huang
Wenhao Feng
Xin Lai
Zixi Wang
Jingzehua Xu
Shuai Zhang
Hongjie He
Fan Chen
PICV
36
1
0
28 Sep 2024
BlinkTrack: Feature Tracking over 100 FPS via Events and Images
BlinkTrack: Feature Tracking over 100 FPS via Events and Images
Yichen Shen
Yijin Li
Shuo Chen
Guanglin Li
Zhaoyang Huang
Hujun Bao
Zhaopeng Cui
Guofeng Zhang
26
0
0
26 Sep 2024
Non-stationary BERT: Exploring Augmented IMU Data For Robust Human
  Activity Recognition
Non-stationary BERT: Exploring Augmented IMU Data For Robust Human Activity Recognition
Ning Sun
Yufei Wang
Yuwei Zhang
Jixiang Wan
Shenyue Wang
Ping Liu
Xudong Zhang
15
0
0
25 Sep 2024
Deep Cost Ray Fusion for Sparse Depth Video Completion
Deep Cost Ray Fusion for Sparse Depth Video Completion
Jungeon Kim
S. Kim
Jaesik Park
Seungyong Lee
28
0
0
23 Sep 2024
Precise Forecasting of Sky Images Using Spatial Warping
Precise Forecasting of Sky Images Using Spatial Warping
Leron Julian
Aswin C. Sankaranarayanan
26
7
0
18 Sep 2024
A Review of Mechanistic Models of Event Comprehension
A Review of Mechanistic Models of Event Comprehension
Tan T. Nguyen
19
0
0
17 Sep 2024
D2Vformer: A Flexible Time Series Prediction Model Based on Time
  Position Embedding
D2Vformer: A Flexible Time Series Prediction Model Based on Time Position Embedding
Xiaobao Song
Hao Wang
Liwei Deng
Yuxin He
Wenming Cao
Chi-Sing Leungc
AI4TS
26
0
0
17 Sep 2024
Context-Conditioned Spatio-Temporal Predictive Learning for Reliable V2V
  Channel Prediction
Context-Conditioned Spatio-Temporal Predictive Learning for Reliable V2V Channel Prediction
Lei Chu
Daoud Burghal
Rui Wang
Michael Neuman
A. Molisch
32
0
0
16 Sep 2024
EchoDFKD: Data-Free Knowledge Distillation for Cardiac Ultrasound
  Segmentation using Synthetic Data
EchoDFKD: Data-Free Knowledge Distillation for Cardiac Ultrasound Segmentation using Synthetic Data
Grégoire Petit
Nathan Palluau
Axel Bauer
Clemens Dlaska
33
0
0
11 Sep 2024
EasyST: A Simple Framework for Spatio-Temporal Prediction
EasyST: A Simple Framework for Spatio-Temporal Prediction
J. Tang
Wei Wei
Lianghao Xia
Chao Huang
44
1
0
10 Sep 2024
Bottleneck-based Encoder-decoder ARchitecture (BEAR) for Learning
  Unbiased Consumer-to-Consumer Image Representations
Bottleneck-based Encoder-decoder ARchitecture (BEAR) for Learning Unbiased Consumer-to-Consumer Image Representations
Pablo Rivas
Gisela Bichler
Tomas Cerny
Laurie Giddens
S. Petter
SSL
19
2
0
10 Sep 2024
Self-Supervised State Space Model for Real-Time Traffic Accident
  Prediction Using eKAN Networks
Self-Supervised State Space Model for Real-Time Traffic Accident Prediction Using eKAN Networks
Xin Tan
Meng Zhao
32
0
0
09 Sep 2024
Generalized Learning of Coefficients in Spectral Graph Convolutional
  Networks
Generalized Learning of Coefficients in Spectral Graph Convolutional Networks
Mustafa Coşkun
A. Grama
Mehmet Koyutürk
30
0
0
07 Sep 2024
STAA: Spatio-Temporal Alignment Attention for Short-Term Precipitation
  Forecasting
STAA: Spatio-Temporal Alignment Attention for Short-Term Precipitation Forecasting
Min Chen
Hao Yang
Shaohan Li
Xiaolin Qin
26
1
0
06 Sep 2024
Towards Social AI: A Survey on Understanding Social Interactions
Towards Social AI: A Survey on Understanding Social Interactions
Sangmin Lee
Minzhi Li
Bolin Lai
Wenqi Jia
Fiona Ryan
...
Ozgur Kara
Bikram Boote
Weiyan Shi
Diyi Yang
James M. Rehg
31
4
0
05 Sep 2024
Resultant: Incremental Effectiveness on Likelihood for Unsupervised
  Out-of-Distribution Detection
Resultant: Incremental Effectiveness on Likelihood for Unsupervised Out-of-Distribution Detection
Yewen Li
Chaojie Wang
Xiaobo Xia
Xu He
Ruyi An
Dong Li
Tongliang Liu
Bo An
Xinrun Wang
OODD
42
0
0
05 Sep 2024
Multimodal Laryngoscopic Video Analysis for Assisted Diagnosis of Vocal Fold Paralysis
Multimodal Laryngoscopic Video Analysis for Assisted Diagnosis of Vocal Fold Paralysis
Yucong Zhang
Xin Zou
Jinshan Yang
Wenjun Chen
Faya Liang
Ming Li
Ming Li
30
0
0
05 Sep 2024
Dynamical system prediction from sparse observations using deep neural
  networks with Voronoi tessellation and physics constraint
Dynamical system prediction from sparse observations using deep neural networks with Voronoi tessellation and physics constraint
Hanyang Wang
Hao Zhou
Sibo Cheng
AI4CE
23
5
0
31 Aug 2024
Deep learning surrogate models of JULES-INFERNO for wildfire prediction
  on a global scale
Deep learning surrogate models of JULES-INFERNO for wildfire prediction on a global scale
Sibo Cheng
Hector Chassagnon
M. Kasoar
Yike Guo
Rossella Arcucci
27
2
0
30 Aug 2024
Super-Resolution works for coastal simulations
Super-Resolution works for coastal simulations
Zhi-Song Liu
Markus Buttner
V. Aizinger
Andreas Rupp
SupR
28
0
0
29 Aug 2024
Auxiliary Input in Training: Incorporating Catheter Features into Deep
  Learning Models for ECG-Free Dynamic Coronary Roadmapping
Auxiliary Input in Training: Incorporating Catheter Features into Deep Learning Models for ECG-Free Dynamic Coronary Roadmapping
Yikang Liu
Lin Zhao
Eric Z. Chen
Xiao Chen
Terrence Chen
Shanhui Sun
MedIm
39
0
0
28 Aug 2024
Geometry-guided Feature Learning and Fusion for Indoor Scene
  Reconstruction
Geometry-guided Feature Learning and Fusion for Indoor Scene Reconstruction
Ruihong Yin
Sezer Karaoglu
Theo Gevers
3DV
32
5
0
28 Aug 2024
Equivariant Reinforcement Learning under Partial Observability
Equivariant Reinforcement Learning under Partial Observability
Hai Nguyen
Andrea Baisero
David M. Klee
Dian Wang
Robert Platt
Christopher Amato
34
14
0
26 Aug 2024
Multiple Areal Feature Aware Transportation Demand Prediction
Multiple Areal Feature Aware Transportation Demand Prediction
Sumin Han
Jisun An
Y. Park
Suji Kim
Kitae Jang
Dongman Lee
AI4TS
19
0
0
23 Aug 2024
Spatio-Temporal Road Traffic Prediction using Real-time Regional
  Knowledge
Spatio-Temporal Road Traffic Prediction using Real-time Regional Knowledge
Sumin Han
Jisun An
Dongman Lee
19
0
0
23 Aug 2024
Contrastive Representation Learning for Dynamic Link Prediction in
  Temporal Networks
Contrastive Representation Learning for Dynamic Link Prediction in Temporal Networks
Amirhossein Nouranizadeh
Fatemeh Tabatabaei Far
Mohammad Rahmati
AI4TS
24
1
0
22 Aug 2024
Wave-LSTM: Multi-scale analysis of somatic whole genome copy number
  profiles
Wave-LSTM: Multi-scale analysis of somatic whole genome copy number profiles
Charles Gadd
Christopher Yau
17
0
0
22 Aug 2024
FATE: Focal-modulated Attention Encoder for Temperature Prediction
FATE: Focal-modulated Attention Encoder for Temperature Prediction
Tajamul Ashraf
Janibul Bashir
19
0
0
21 Aug 2024
Event Stream based Human Action Recognition: A High-Definition Benchmark
  Dataset and Algorithms
Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms
Xiao Wang
Shiao Wang
Pengpeng Shao
Bo Jiang
Lin Zhu
Yonghong Tian
99
2
0
19 Aug 2024
A Survey of Trojan Attacks and Defenses to Deep Neural Networks
A Survey of Trojan Attacks and Defenses to Deep Neural Networks
Lingxin Jin
Xianyu Wen
Wei Jiang
Jinyu Zhan
AAML
28
1
0
15 Aug 2024
OMR: Occlusion-Aware Memory-Based Refinement for Video Lane Detection
OMR: Occlusion-Aware Memory-Based Refinement for Video Lane Detection
Dongkwon Jin
Chang-Su Kim
29
1
0
14 Aug 2024
Multi-View Neural Differential Equations for Continuous-Time Stream Data
  in Long-Term Traffic Forecasting
Multi-View Neural Differential Equations for Continuous-Time Stream Data in Long-Term Traffic Forecasting
Zibo Liu
Zhe Jiang
Shigang Chen
AI4TS
24
0
0
12 Aug 2024
Cluster-Segregate-Perturb (CSP): A Model-agnostic Explainability
  Pipeline for Spatiotemporal Land Surface Forecasting Models
Cluster-Segregate-Perturb (CSP): A Model-agnostic Explainability Pipeline for Spatiotemporal Land Surface Forecasting Models
Tushar Verma
Sudipan Saha
16
0
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12 Aug 2024
Personalized Federated Learning for improving radar based precipitation
  nowcasting on heterogeneous areas
Personalized Federated Learning for improving radar based precipitation nowcasting on heterogeneous areas
Judith Sáinz-Pardo Díaz
María Castrillo
Juraj Bartok
Ignacio Heredia Cachá
Irina Malkin Ondík
Ivan Martynovskyi
Khadijeh Alibabaei
Lisana Berberi
Valentin Kozlov
Álvaro López García
26
1
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11 Aug 2024
FuXi Weather: An end-to-end machine learning weather data assimilation
  and forecasting system
FuXi Weather: An end-to-end machine learning weather data assimilation and forecasting system
Xiuyu Sun
Xiaohui Zhong
Xiaoze Xu
Yuanqing Huang
Hao Li
Jie Feng
Wei Han
Libo Wu
Yuan Qi
AI4Cl
36
1
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