Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1506.04214
Cited By
v1
v2 (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
Re-assign community
ArXiv (abs)
PDF
HTML
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
Mustafa Coşkun
A. Grama
Mehmet Koyutürk
86
0
0
07 Sep 2024
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
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
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
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
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
Sibo Cheng
Hector Chassagnon
M. Kasoar
Yike Guo
Rossella Arcucci
62
1
0
30 Aug 2024
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
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
Ruihong Yin
Sezer Karaoglu
Theo Gevers
3DV
92
6
0
28 Aug 2024
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
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
Sumin Han
Jisun An
Dongman Lee
31
0
0
23 Aug 2024
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
Charles Gadd
Christopher Yau
39
0
0
22 Aug 2024
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
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
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
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
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
Tushar Verma
Sudipan Saha
98
0
0
12 Aug 2024
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
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
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
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
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
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
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
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
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
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
Shuangliang Li
Siwei Li
63
0
0
27 Jul 2024
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
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
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
Hojin Jang
Pawan Sinha
Xavier Boix
55
1
0
18 Jul 2024
Temporal Residual Guided Diffusion Framework for Event-Driven Video Reconstruction
Lin Zhu
Yunlong Zheng
Yijun Zhang
Tianlin Li
Lizhi Wang
Hua Huang
VGen
DiffM
92
0
0
15 Jul 2024
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
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
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
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
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
Pengwei Liu
Zhongkai Hao
Xingyu Ren
Hangjie Yuan
Jiayang Ren
Dong Ni
AI4CE
PINN
83
0
0
07 Jul 2024
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
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
Zhanteng Xie
P. Dames
112
1
0
28 Jun 2024
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)
Shengjuan Cai
Fangxin Fang
V. Peuch
Mihai Alexe
I. M. Navon
Yanghua Wang
AI4Cl
AI4CE
32
0
0
27 Jun 2024
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
Rafael Redondo
53
0
0
23 Jun 2024
Previous
1
2
3
4
5
...
37
38
39
Next