ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 1506.04214
  4. Cited By
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 / 1,939 papers shown
Title
Generalized Learning of Coefficients in Spectral Graph Convolutional
  Networks
Generalized Learning of Coefficients in Spectral Graph Convolutional Networks
Mustafa Coşkun
A. Grama
Mehmet Koyutürk
86
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
45
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
123
5
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
71
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
57
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
65
8
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
62
1
0
30 Aug 2024
Downscaling Neural Network for Coastal Simulations
Downscaling Neural Network for Coastal Simulations
Zhi-Song Liu
Markus Buttner
V. Aizinger
Andreas Rupp
SupR
85
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
88
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
92
6
0
28 Aug 2024
Equivariant Reinforcement Learning under Partial Observability
Equivariant Reinforcement Learning under Partial Observability
Hai Nguyen
Andrea Baisero
David Klee
Dian Wang
Robert Platt
Christopher Amato
88
16
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
35
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
31
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
68
2
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
39
0
0
22 Aug 2024
FATE: Focal-modulated Attention Encoder for Multivariate Time-series Forecasting
FATE: Focal-modulated Attention Encoder for Multivariate Time-series Forecasting
Tajamul Ashraf
Janibul Bashir
39
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
347
3
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
74
2
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
80
2
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
102
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
98
0
0
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
61
1
0
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
74
5
0
10 Aug 2024
The impact of internal variability on benchmarking deep learning climate emulators
The impact of internal variability on benchmarking deep learning climate emulators
Björn Lütjens
Raffaele Ferrari
Duncan Watson-Parris
N. Selin
AI4Cl
100
1
0
09 Aug 2024
Online Model-based Anomaly Detection in Multivariate Time Series:
  Taxonomy, Survey, Research Challenges and Future Directions
Online Model-based Anomaly Detection in Multivariate Time Series: Taxonomy, Survey, Research Challenges and Future Directions
Lucas Correia
Jan-Christoph Goos
Philipp Klein
Thomas Bäck
Anna V. Kononova
AI4TS
99
3
0
07 Aug 2024
Earth System Data Cubes: Avenues for advancing Earth system research
Earth System Data Cubes: Avenues for advancing Earth system research
David Montero
Guido Kraemer
Anca Anghelea
C. Aybar
Gunnar Brandt
...
Francesco Martinuzzi
Martin Reinhardt
Maximilian Sochting
Khalil Teber
Miguel D. Mahecha
82
3
0
05 Aug 2024
Spatio-Temporal Partial Sensing Forecast for Long-term Traffic
Spatio-Temporal Partial Sensing Forecast for Long-term Traffic
Zibo Liu
Zhe Jiang
Zelin Xu
Tingsong Xiao
Zhengkun Xiao
Haibo Wang
Shigang Chen
AI4TS
65
0
0
02 Aug 2024
State-observation augmented diffusion model for nonlinear assimilation with unknown dynamics
State-observation augmented diffusion model for nonlinear assimilation with unknown dynamics
Zhuoyuan Li
Bin Dong
Linyue Chu
130
1
0
31 Jul 2024
Extreme time extrapolation capabilities and thermodynamic consistency of
  physics-inspired Neural Networks for the 3D microstructure evolution of
  materials
Extreme time extrapolation capabilities and thermodynamic consistency of physics-inspired Neural Networks for the 3D microstructure evolution of materials
Daniel Lanzoni
Andrea Fantasia
R. Bergamaschini
Olivier Pierre-Louis
F. Montalenti
AI4CE
62
0
0
29 Jul 2024
Take A Step Back: Rethinking the Two Stages in Visual Reasoning
Take A Step Back: Rethinking the Two Stages in Visual Reasoning
Mingyu Zhang
Jiting Cai
Mingyu Liu
Yue Xu
Cewu Lu
Yong-Lu Li
LRM
72
6
0
29 Jul 2024
Multi-modal Imaging Genomics Transformer: Attentive Integration of
  Imaging with Genomic Biomarkers for Schizophrenia Classification
Multi-modal Imaging Genomics Transformer: Attentive Integration of Imaging with Genomic Biomarkers for Schizophrenia Classification
Nagurvali Shaik
T. Cherukuri
Vince D. Calhoun
Dong Hye Ye
41
1
0
28 Jul 2024
Efficiently improving key weather variables forecasting by performing
  the guided iterative prediction in latent space
Efficiently improving key weather variables forecasting by performing the guided iterative prediction in latent space
Shuangliang Li
Siwei Li
63
0
0
27 Jul 2024
AHMF: Adaptive Hybrid-Memory-Fusion Model for Driver Attention
  Prediction
AHMF: Adaptive Hybrid-Memory-Fusion Model for Driver Attention Prediction
Dongyang Xu
Qingfan Wang
Ji Ma
Xiangyun Zeng
Lei Chen
72
0
0
24 Jul 2024
Diffusion Models as Optimizers for Efficient Planning in Offline RL
Diffusion Models as Optimizers for Efficient Planning in Offline RL
Renming Huang
Yunqiang Pei
Guoqing Wang
Yangming Zhang
Yang Yang
Peng Wang
H. Shen
OffRL
98
1
0
23 Jul 2024
Comparing and Contrasting Deep Learning Weather Prediction Backbones on
  Navier-Stokes and Atmospheric Dynamics
Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics
Matthias Karlbauer
Danielle C. Maddix
Abdul Fatir Ansari
Boran Han
Gaurav Gupta
Yuyang Wang
Andrew Stuart
Michael W. Mahoney
AI4TS
103
1
0
19 Jul 2024
Configural processing as an optimized strategy for robust object
  recognition in neural networks
Configural processing as an optimized strategy for robust object recognition in neural networks
Hojin Jang
Pawan Sinha
Xavier Boix
55
1
0
18 Jul 2024
Temporal Residual Guided Diffusion Framework for Event-Driven Video
  Reconstruction
Temporal Residual Guided Diffusion Framework for Event-Driven Video Reconstruction
Lin Zhu
Yunlong Zheng
Yijun Zhang
Tianlin Li
Lizhi Wang
Hua Huang
VGenDiffM
92
0
0
15 Jul 2024
Time-Frequency Analysis of Variable-Length WiFi CSI Signals for Person
  Re-Identification
Time-Frequency Analysis of Variable-Length WiFi CSI Signals for Person Re-Identification
Chen Mao
Chong Tan
Jingqi Hu
Min Zheng
84
2
0
12 Jul 2024
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM
YiHeng Huang
Xiaowei Mao
Shengnan Guo
Yubin Chen
Junfeng Shen
Tiankuo Li
Youfang Lin
Huaiyu Wan
AI4TS
78
1
0
12 Jul 2024
Global Spatial-Temporal Information-based Residual ConvLSTM for Video
  Space-Time Super-Resolution
Global Spatial-Temporal Information-based Residual ConvLSTM for Video Space-Time Super-Resolution
Congrui Fu
Hui Yuan
Shiqi Jiang
Guanghui Zhang
Liquan Shen
R. Hamzaoui
SupR
67
1
0
11 Jul 2024
PredBench: Benchmarking Spatio-Temporal Prediction across Diverse
  Disciplines
PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines
Zidong Wang
Zeyu Lu
Di Huang
Tong He
Xihui Liu
Wanli Ouyang
Lei Bai
83
5
0
11 Jul 2024
Spatial-Temporal Attention Model for Traffic State Estimation with
  Sparse Internet of Vehicles
Spatial-Temporal Attention Model for Traffic State Estimation with Sparse Internet of Vehicles
Jianzhe Xue
Dongcheng Yuan
Yu Sun
Tianqi Zhang
Wenchao Xu
Haibo Zhou
Xuemin
Shen
57
1
0
10 Jul 2024
PAPM: A Physics-aware Proxy Model for Process Systems
PAPM: A Physics-aware Proxy Model for Process Systems
Pengwei Liu
Zhongkai Hao
Xingyu Ren
Hangjie Yuan
Jiayang Ren
Dong Ni
AI4CEPINN
83
0
0
07 Jul 2024
IntentionNet: Map-Lite Visual Navigation at the Kilometre Scale
IntentionNet: Map-Lite Visual Navigation at the Kilometre Scale
Wei Gao
Bo Ai
Joel Loo
Vinay
David Hsu
125
1
0
03 Jul 2024
GPTCast: a weather language model for precipitation nowcasting
GPTCast: a weather language model for precipitation nowcasting
Gabriele Franch
Elena Tomasi
Rishabh Wanjari
V. Poli
Chiara Cardinali
P. Alberoni
M. Cristoforetti
48
1
0
02 Jul 2024
SCOPE: Stochastic Cartographic Occupancy Prediction Engine for Uncertainty-Aware Dynamic Navigation
SCOPE: Stochastic Cartographic Occupancy Prediction Engine for Uncertainty-Aware Dynamic Navigation
Zhanteng Xie
P. Dames
112
1
0
28 Jun 2024
Advection Augmented Convolutional Neural Networks
Advection Augmented Convolutional Neural Networks
N. Zakariaei
Siddharth Rout
Eldad Haber
Moshe Eliasof
AI4TS
61
3
0
27 Jun 2024
Advancing operational PM2.5 forecasting with dual deep neural networks
  (D-DNet)
Advancing operational PM2.5 forecasting with dual deep neural networks (D-DNet)
Shengjuan Cai
Fangxin Fang
V. Peuch
Mihai Alexe
I. M. Navon
Yanghua Wang
AI4ClAI4CE
32
0
0
27 Jun 2024
FASTC: A Fast Attentional Framework for Semantic Traversability
  Classification Using Point Cloud
FASTC: A Fast Attentional Framework for Semantic Traversability Classification Using Point Cloud
Yirui Chen
Pengjin Wei
Zhenhuan Liu
Bingchao Wang
Jie Yang
Wei Liu
3DPC
74
1
0
24 Jun 2024
Listen and Move: Improving GANs Coherency in Agnostic Sound-to-Video
  Generation
Listen and Move: Improving GANs Coherency in Agnostic Sound-to-Video Generation
Rafael Redondo
53
0
0
23 Jun 2024
Previous
12345...373839
Next