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
Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks
Dimitrios Michail
Lefki-Ioanna Panagiotou
Charalampos Davalas
Ioannis Prapas
Spyros Kondylatos
Nikolaos Ioannis Bountos
Ioannis Papoutsis
104
4
0
09 Apr 2024
Action-conditioned video data improves predictability
Meenakshi Sarkar
Debasish Ghose
VGen
102
0
0
08 Apr 2024
Implicit Assimilation of Sparse In Situ Data for Dense & Global Storm Surge Forecasting
Patrick Ebel
Brandon Victor
Peter Naylor
Gabriele Meoni
Federico Serva
Rochelle Schneider
40
0
0
05 Apr 2024
Deep Learning for Satellite Image Time Series Analysis: A Review
Lynn Miller
Charlotte Pelletier
Geoffrey I. Webb
85
25
0
05 Apr 2024
RS-Mamba for Large Remote Sensing Image Dense Prediction
Sijie Zhao
Hao Chen
Xue-liang Zhang
Pengfeng Xiao
Lei Bai
Wanli Ouyang
Mamba
118
98
0
03 Apr 2024
Vestibular schwannoma growth prediction from longitudinal MRI by time conditioned neural fields
Yunjie Chen
J. Wolterink
O. M. Neve
Stephan R. Romeijn
Berit M. Verbist
Erik F. Hensen
Qian Tao
Marius Staring
75
1
0
03 Apr 2024
Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image Segmentation
Zhuoyuan Wang
Dongming Sun
Xiangyun Zeng
Ruodai Wu
Yi Wang
85
1
0
02 Apr 2024
Enhanced Precision in Rainfall Forecasting for Mumbai: Utilizing Physics Informed ConvLSTM2D Models for Finer Spatial and Temporal Resolution
Ajay Devda
Akshay Sunil
R. Murthy
B. Deepthi
32
1
0
01 Apr 2024
DerainNeRF: 3D Scene Estimation with Adhesive Waterdrop Removal
Yunhao Li
Jing Wu
Lingzhe Zhao
Peidong Liu
68
1
0
29 Mar 2024
Change-Agent: Towards Interactive Comprehensive Remote Sensing Change Interpretation and Analysis
Chenyang Liu
Keyan Chen
Haotian Zhang
Zipeng Qi
Zhengxia Zou
Z. Shi
67
34
0
28 Mar 2024
TAFormer: A Unified Target-Aware Transformer for Video and Motion Joint Prediction in Aerial Scenes
Liangyu Xu
Wanxuan Lu
Hongfeng Yu
Yongqiang Mao
Hanbo Bi
Chenglong Liu
Xian Sun
Kun Fu
80
4
0
27 Mar 2024
VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting
Yujin Tang
Peijie Dong
Zhenheng Tang
Xiaowen Chu
Junwei Liang
Mamba
116
22
0
25 Mar 2024
LSTTN: A Long-Short Term Transformer-based Spatio-temporal Neural Network for Traffic Flow Forecasting
Qinyao Luo
Silu He
Xing Han
Yuhan Wang
Haifeng Li
AI4TS
98
49
0
25 Mar 2024
ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration
Hai-qun Wang
Zhuoyuan Wang
Dong Ni
Yi Wang
ViT
MedIm
119
6
0
25 Mar 2024
Interpretable Machine Learning for Weather and Climate Prediction: A Survey
Ruyi Yang
Jingyu Hu
Zihao Li
Jianli Mu
Tingzhao Yu
Jiangjiang Xia
Xuhong Li
Aritra Dasgupta
Haoyi Xiong
AI4CE
105
5
0
24 Mar 2024
Neural Network-Based Processing and Reconstruction of Compromised Biophotonic Image Data
M. Fanous
Paloma Casteleiro Costa
Çaǧatay Işıl
Luzhe Huang
Aydogan Ozcan
72
3
0
21 Mar 2024
A conditional latent autoregressive recurrent model for generation and forecasting of beam dynamics in particle accelerators
M. Rautela
Alan Williams
A. Scheinker
84
4
0
19 Mar 2024
Spatio-Temporal Fluid Dynamics Modeling via Physical-Awareness and Parameter Diffusion Guidance
Hao Wu
Fan Xu
Yifan Duan
Ziwei Niu
Weiyan Wang
Gaofeng Lu
Kun Wang
Yuxuan Liang
Yang Wang
DiffM
AI4CE
87
8
0
18 Mar 2024
FE-DeTr: Keypoint Detection and Tracking in Low-quality Image Frames with Events
Xiangyuan Wang
Kuangyi Chen
Wentao Yang
Lei Yu
Yannan Xing
Huai Yu
70
2
0
18 Mar 2024
Learning Physical Dynamics for Object-centric Visual Prediction
Hui Xu
Tao Chen
Feng Xu
OCL
65
0
0
15 Mar 2024
Leveraging Foundation Model Automatic Data Augmentation Strategies and Skeletal Points for Hands Action Recognition in Industrial Assembly Lines
Liang Wu
X.-G. Ma
65
1
0
14 Mar 2024
Motion Mamba: Efficient and Long Sequence Motion Generation with Hierarchical and Bidirectional Selective SSM
Zeyu Zhang
Akide Liu
Ian Reid
Richard Hartley
Bohan Zhuang
Hao Tang
Mamba
107
71
0
12 Mar 2024
Complementing Event Streams and RGB Frames for Hand Mesh Reconstruction
Jianping Jiang
Xinyu Zhou
Bingxuan Wang
Xiaoming Deng
Chao Xu
Boxin Shi
96
7
0
12 Mar 2024
A Geospatial Approach to Predicting Desert Locust Breeding Grounds in Africa
Ibrahim Salihu Yusuf
M. Yusuf
Kobby Panford-Quainoo
Arnu Pretorius
47
2
0
11 Mar 2024
Answering Diverse Questions via Text Attached with Key Audio-Visual Clues
Qilang Ye
Zitong Yu
Xin Liu
83
2
0
11 Mar 2024
Finding Visual Saliency in Continuous Spike Stream
Lin Zhu
Xianzhang Chen
Tianlin Li
Hua Huang
79
5
0
10 Mar 2024
BjTT: A Large-scale Multimodal Dataset for Traffic Prediction
Chengyang Zhang
Yong Zhang
Qitan Shao
Jiangtao Feng
Bo Li
Yisheng Lv
Xinglin Piao
Baocai Yin
AI4TS
55
5
0
08 Mar 2024
Pix2Gif: Motion-Guided Diffusion for GIF Generation
Hitesh Kandala
Jianfeng Gao
Jianwei Yang
VGen
DiffM
79
3
0
07 Mar 2024
Extreme Precipitation Nowcasting using Transformer-based Generative Models
Cristian Meo
Ankush Roy
Mircea Lica
Junzhe Yin
Zeineb Bou Che
Yanbo Wang
R. Imhoff
R. Uijlenhoet
Justin Dauwels
92
3
0
06 Mar 2024
Temporal Enhanced Floating Car Observers
Jeremias Gerner
Klaus Bogenberger
Stefanie Schmidtner
66
1
0
06 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods
Hanlei Jin
Yang Zhang
Dan Meng
Jun Wang
Jinghua Tan
249
96
0
05 Mar 2024
BronchoCopilot: Towards Autonomous Robotic Bronchoscopy via Multimodal Reinforcement Learning
Jianbo Zhao
Hao Chen
Qingyao Tian
Jian Chen
Bingyu Yang
Hongbin Liu
68
3
0
03 Mar 2024
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook
Xingchen Zou
Yibo Yan
Xixuan Hao
Yuehong Hu
Haomin Wen
...
Junbo Zhang
Yong Li
Tianrui Li
Yu Zheng
Yuxuan Liang
HAI
AI4TS
104
45
0
29 Feb 2024
SFTformer: A Spatial-Frequency-Temporal Correlation-Decoupling Transformer for Radar Echo Extrapolation
Liangyu Xu
Wanxuan Lu
Hongfeng Yu
Fanglong Yao
Xian Sun
Kun Fu
86
7
0
28 Feb 2024
Predicting machine failures from multivariate time series: an industrial case study
Nicolò Oreste Pinciroli Vago
Francesca Forbicini
Piero Fraternali
AI4CE
124
9
0
27 Feb 2024
Learning Semilinear Neural Operators : A Unified Recursive Framework For Prediction And Data Assimilation
Ashutosh Singh
R. Borsoi
Deniz Erdogmus
Tales Imbiriba
84
1
0
24 Feb 2024
Spatiotemporal Observer Design for Predictive Learning of High-Dimensional Data
Tongyi Liang
Han-Xiong Li
AI4TS
59
0
0
23 Feb 2024
SRNDiff: Short-term Rainfall Nowcasting with Condition Diffusion Model
Xudong Ling
Chaorong Li
Fengqing Qin
Peng Yang
Yuanyuan Huang
DiffM
AI4Cl
77
5
0
21 Feb 2024
Two-stage Rainfall-Forecasting Diffusion Model
Xudong Ling
Chaorong Li
Fengqing Qin
Lihong Zhu
Yuanyuan Huang
DiffM
45
5
0
20 Feb 2024
BMLP: Behavior-aware MLP for Heterogeneous Sequential Recommendation
Weixin Li
Yuhao Wu
Yang Liu
Weike Pan
Zhong Ming
74
4
0
20 Feb 2024
PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling
Phong C. H. Nguyen
Xinlun Cheng
Shahab Azarfar
P. Seshadri
Y. Nguyen
Munho Kim
Sanghun Choi
H. Udaykumar
Stephen Seung-Yeob Baek
AI4CE
PINN
88
3
0
19 Feb 2024
Uncertainty Quantification of Graph Convolution Neural Network Models of Evolving Processes
J. Hauth
Cosmin Safta
Xun Huan
Ravi G. Patel
Reese E. Jones
BDL
UQCV
74
2
0
17 Feb 2024
Fully Differentiable Lagrangian Convolutional Neural Network for Physics-Informed Precipitation Nowcasting
Peter Pavlík
Martin Výboh
Anna Bou Ezzeddine
Viera Rozinajová
BDL
43
1
0
16 Feb 2024
A Deep Learning Approach to Radar-based QPE
Ting-Shuo Yo
S. Su
Jung‐Lien Chu
Chiao-Wei Chang
H. Kuo
8
14
0
15 Feb 2024
Switch EMA: A Free Lunch for Better Flatness and Sharpness
Siyuan Li
Zicheng Liu
Juanxi Tian
Ge Wang
Zedong Wang
...
Cheng Tan
Tao Lin
Yang Liu
Baigui Sun
Stan Z. Li
66
6
0
14 Feb 2024
Moving Object Proposals with Deep Learned Optical Flow for Video Object Segmentation
Ge Shi
Zhili Yang
3DPC
OCL
VOS
21
1
0
14 Feb 2024
Explainable Global Wildfire Prediction Models using Graph Neural Networks
Dayou Chen
Sibo Cheng
Jinwei Hu
M. Kasoar
Rossella Arcucci
64
5
0
11 Feb 2024
FusionSF: Fuse Heterogeneous Modalities in a Vector Quantized Framework for Robust Solar Power Forecasting
Ziqing Ma
Wen-wu Wang
Tian Zhou
Chao Chen
Bingqing Peng
Liang Sun
Rong Jin
40
3
0
08 Feb 2024
Mesoscale Traffic Forecasting for Real-Time Bottleneck and Shockwave Prediction
Raphael Chekroun
Han Wang
Jonathan W. Lee
Marin Toromanoff
Sascha Hornauer
Fabien Moutarde
M. D. Monache
49
0
0
08 Feb 2024
Tuning In: Analysis of Audio Classifier Performance in Clinical Settings with Limited Data
Hamza Mahdi
Eptehal Nashnoush
Rami Saab
Arjun Balachandar
Rishit Dagli
Lucas X. Perri
H. Khosravani
68
1
0
07 Feb 2024
Previous
1
2
3
...
5
6
7
...
37
38
39
Next