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Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting

13 June 2015

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

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Title
A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts L. Harris Andrew T. T. McRae Matthew Chantry P. Dueben T. Palmer 90 112 0 05 Apr 2022
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning Dimitrios Sykas Maria Sdraka Dimitrios Zografakis Ioannis Papoutsis 110 39 0 02 Apr 2022
Rethinking Video Salient Object Ranking Jiaying Lin Huankang Guan Rynson W. H. Lau 57 5 0 31 Mar 2022
End-to-End Trajectory Distribution Prediction Based on Occupancy Grid Maps Ke Guo Wenxi Liu Jia Pan 51 35 0 31 Mar 2022
STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction Zheng Chang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 78 52 0 30 Mar 2022
Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional Autoencoder Matthew Lyon Paul Armitage Mauricio A. Alvarez MedIm 15 10 0 29 Mar 2022
A Long Short-term Memory Based Recurrent Neural Network for Interventional MRI Reconstruction Ruiyang Zhao Zhao He Tao Wang Suhao Qiu Pawel Herman ... Chencheng Zhang Dinggang Shen Bomin Sun Guangyao Yang Yuan Feng 59 2 0 28 Mar 2022
Precipitaion Nowcasting using Deep Neural Network M. Bakkay M. Serrurier Valentin Kivachuk Burdá Florian Dupuy Naty Citlali Cabrera-Gutiérrez ... Maud-Alix Mader O. Mestre G. Oller J. Jouhaud L. Terray AI4Cl 38 3 0 24 Mar 2022
Interpretable Prediction of Pulmonary Hypertension in Newborns using Echocardiograms H. Ragnarsdóttir Laura Manduchi H. Michel F. Laumer S. Wellmann Ece Ozkan Julia-Franziska Vogt 51 3 0 24 Mar 2022
Biceph-Net: A robust and lightweight framework for the diagnosis of Alzheimer's disease using 2D-MRI scans and deep similarity learning A. H. Rashid Aditya Gupta Jhalak Gupta M. Tanveer 47 27 0 23 Mar 2022
Breast Cancer Induced Bone Osteolysis Prediction Using Temporal Variational Auto-Encoders Wei Xiong Neil Yeung Shubo Wang Haofu Liao Liyun Wang Jiebo Luo 78 7 0 20 Mar 2022
Exploring the impact of spatiotemporal granularity on the demand prediction of dynamic ride-hailing Kai Liu Zhijun Chen Toshiyuki Yamamoto Liheng Tuo 31 14 0 19 Mar 2022
SHREC 2021: Classification in cryo-electron tomograms I. Gubins Marten L. Chaillet Gijs van der Schot M. Trueba R. Veltkamp ... Min Xu Yaoyu Wang Cheng Chen Xuefeng Cui Fang Zhang 70 22 0 18 Mar 2022
MSPred: Video Prediction at Multiple Spatio-Temporal Scales with Hierarchical Recurrent Networks Angel Villar-Corrales Ani J. Karapetyan Andreas Boltres Sven Behnke 108 11 0 17 Mar 2022
Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks Marten Lienen Stephan Günnemann AI4TS 58 38 0 16 Mar 2022
Unraveled Multilevel Transformation Networks for Predicting Sparsely-Observed Spatiotemporal Dynamics Priyabrata Saha Saibal Mukhopadhyay 33 1 0 16 Mar 2022
Implicit Motion Handling for Video Camouflaged Object Detection Xuelian Cheng Huan Xiong Deng-Ping Fan Yiran Zhong Mehrtash Harandi Tom Drummond Zongyuan Ge 91 72 0 14 Mar 2022
STDAN: Deformable Attention Network for Space-Time Video Super-Resolution Hai Wang Xiaoyu Xiang Yapeng Tian Wenming Yang Q. Liao AI4TS 87 15 0 14 Mar 2022
Multi-Bracket High Dynamic Range Imaging with Event Cameras Nico Messikommer Stamatios Georgoulis Daniel Gehrig S. Tulyakov Julius Erbach Alfredo Bochicchio Yuanyou Li Davide Scaramuzza 82 36 0 13 Mar 2022
Context-LSTM: a robust classifier for video detection on UCF101 Dengshan Li Rujing Wang 77 4 0 13 Mar 2022
Perception Over Time: Temporal Dynamics for Robust Image Understanding Maryam Daniali Edward J. Kim AI4TS 61 6 0 11 Mar 2022
Embedding Earth: Self-supervised contrastive pre-training for dense land cover classification Michail Tarasiou Stefanos Zafeiriou SSL 87 9 0 11 Mar 2022
Dual reparametrized Variational Generative Model for Time-Series Forecasting Ziang Chen AI4TS 40 0 0 11 Mar 2022
Sparsification and Filtering for Spatial-temporal GNN in Multivariate Time-series Yuanrong Wang T. Aste AI4TS 55 10 0 08 Mar 2022
Combining Individual and Joint Networking Behavior for Intelligent IoT Analytics J. Jeyakumar L. Cherkasova S. Lajevardi Moray Allan Yue Zhao J. Fry Mani B. Srivastava 26 0 0 07 Mar 2022
HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident Forecasting on Heterogeneous Spatio-Temporal Data Bang An Amin Vahedian Xun Zhou W. Street Jun Luo 62 8 0 07 Mar 2022
A Novel Dual Dense Connection Network for Video Super-resolution Guofang Li Yonggui Zhu SupR 54 0 0 05 Mar 2022
KamNet: An Integrated Spatiotemporal Deep Neural Network for Rare Event Search in KamLAND-Zen A. Li Z. Fu L. Winslow C. Grant H. Song H. Ozaki I. Shimizu A. Takeuchi 23 2 0 03 Mar 2022
Automatic Facial Paralysis Estimation with Facial Action Units Xuri Ge J. Jose Pengcheng Wang Arunachalam Iyer Xiao-Chang Liu Hu Han CVBM 121 6 0 03 Mar 2022
Unsupervised Anomaly Detection from Time-of-Flight Depth Images Pascal Schneider J. Rambach B. Mirbach D. Stricker 79 7 0 02 Mar 2022
Path sampling of recurrent neural networks by incorporating known physics Sun-Ting Tsai Eric C. Fields Yijia Xu En-Jui Kuo P. Tiwary AI4CE PINN 51 24 0 01 Mar 2022
Attention-based Contextual Multi-View Graph Convolutional Networks for Short-term Population Prediction Yuki Kubota Y. Ohira Tetsuo Shimizu HAI 30 4 0 01 Mar 2022
AGMR-Net: Attention Guided Multiscale Recovery framework for stroke segmentation Xiuquan Du Kunpeng Ma Yuhui Song 64 10 0 28 Feb 2022
Short-term passenger flow prediction for multi-traffic modes: A Transformer and residual network based multi-task learning method Yongjie Yang Jinlei Zhang Lixing Yang Xiaohong Li Ziyou Gao AI4TS 64 18 0 27 Feb 2022
Spatial-Temporal Attention Fusion Network for short-term passenger flow prediction on holidays in urban rail transit systems Shuxin Zhang Jinlei Zhang Lixing Yang Jiateng Yin Ziyou Gao AI4TS 50 1 0 27 Feb 2022
Spatio-Temporal Latent Graph Structure Learning for Traffic Forecasting Jiabin Tang Tang Qian Shikun Liu Shengdong Du Jie Hu Tianrui Li AI4TS 54 23 0 25 Feb 2022
Efficient Video Segmentation Models with Per-frame Inference Yifan Liu Chunhua Shen Changqian Yu Jingdong Wang 67 0 0 24 Feb 2022
A Bayesian Deep Learning Approach to Near-Term Climate Prediction Xihaier Luo Balasubramanya T. Nadiga Yihui Ren Ji Hwan Park Wei Xu Shinjae Yoo BDL AI4CE 68 12 0 23 Feb 2022
Combating Distribution Shift for Accurate Time Series Forecasting via Hypernetworks Wenying Duan Xiaoxi He Lu Zhou Lothar Thiele Hong Rao TTA AI4TS 59 11 0 22 Feb 2022
NetSentry: A Deep Learning Approach to Detecting Incipient Large-scale Network Attacks Haoyu Liu P. Patras AAML 50 11 0 20 Feb 2022
Effective Training Strategies for Deep-learning-based Precipitation Nowcasting and Estimation Jihoon Ko Kyuhan Lee Hyun-Sun Hwang Seok-Geun Oh S. Son Kijung Shin AI4Cl 87 43 0 17 Feb 2022
SAITS: Self-Attention-based Imputation for Time Series Wenjie Du David Cote Yang Liu AI4TS 116 268 0 17 Feb 2022
Shift-Memory Network for Temporal Scene Segmentation Guo Cheng J. Zheng 136 0 0 17 Feb 2022
Application of Long Short-Term Memory Recurrent Neural Networks Based on the BAT-MCS for Binary-State Network Approximated Time-Dependent Reliability Problems W. Yeh 51 3 0 16 Feb 2022
STG-GAN: A spatiotemporal graph generative adversarial networks for short-term passenger flow prediction in urban rail transit systems Jinlei Zhang Hua Li Lixing Yang G. Jin J. Qi Ziyou Gao AI4TS 25 4 0 10 Feb 2022
AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks Yimin Yang S. Mehrkanoon ViT AI4TS 91 42 0 10 Feb 2022
Measuring disentangled generative spatio-temporal representation Sichen Zhao Wei Shao Jeffrey Chan Flora D. Salim DRL AI4TS 65 3 0 10 Feb 2022
A Multi-Task Recurrent Neural Network for End-to-End Dynamic Occupancy Grid Mapping M. Schreiber Vasileios Belagiannis Claudius Gläser Klaus C. J. Dietmayer 60 15 0 09 Feb 2022
Deep Neural Networks to Correct Sub-Precision Errors in CFD Akash Haridas N. R. Vadlamani Y. Minamoto 25 5 0 09 Feb 2022
Structured Time Series Prediction without Structural Prior Darko Drakulic J. Andreoli DiffM AI4TS 42 4 0 07 Feb 2022