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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
PCNN: A physics-constrained neural network for multiphase flows Haoyang Zheng Ziyang Huang Guang Lin PINN 55 9 0 18 Sep 2021
Small Lesion Segmentation in Brain MRIs with Subpixel Embedding A. Wong Allison Chen Yang Wu Safa Cicek Alexandre Tiard Byung-Woo Hong Stefano Soatto MedIm 61 12 0 18 Sep 2021
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Instance-wise Graph-based Framework for Multivariate Time Series Forecasting Wentao Xu Weiqing Liu Jiang Bian Jian Yin Tie-Yan Liu AI4TS 51 7 0 14 Sep 2021
Space Time Recurrent Memory Network Hung-Cuong Nguyen Chanho Kim Fuxin Li 139 3 0 14 Sep 2021
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PIP: Physical Interaction Prediction via Mental Simulation with Span Selection Jiafei Duan Samson Yu Soujanya Poria Bihan Wen Cheston Tan 65 10 0 10 Sep 2021
YouRefIt: Embodied Reference Understanding with Language and Gesture Yixin Chen Qing Li Deqian Kong Yik Lun Kei Song-Chun Zhu Tao Gao Yixin Zhu Siyuan Huang LM&Ro 81 42 0 08 Sep 2021
Simple Video Generation using Neural ODEs David Kanaa Vikram S. Voleti Samira Ebrahimi Kahou Christopher Pal 50 20 0 07 Sep 2021
RiWNet: A moving object instance segmentation Network being Robust in adverse Weather conditions Chenjie Wang Chengyuan Li B. Luo Wei Wang Jun Liu 70 5 0 04 Sep 2021
TrouSPI-Net: Spatio-temporal attention on parallel atrous convolutions and U-GRUs for skeletal pedestrian crossing prediction Joseph Gesnouin Steve Pechberti B. Stanciulescu Fabien Moutarde 92 24 0 02 Sep 2021
Parallel Multi-Graph Convolution Network For Metro Passenger Volume Prediction Fuchen Gao Zhanquan Wang Zhenguang Liu AI4TS GNN 72 5 0 29 Aug 2021
TIMo -- A Dataset for Indoor Building Monitoring with a Time-of-Flight Camera Pascal Schneider Yuriy Anisimov Raisul Islam B. Mirbach J. Rambach Frédéric Grandidier D. Stricker MDE 53 10 0 27 Aug 2021
A spatio-temporal LSTM model to forecast across multiple temporal and spatial scales Yihao Hu Fearghal O'Donncha Paul Palmes M. Burke R. Filgueira Jon Grant AI4TS 76 44 0 26 Aug 2021
Robust High-Resolution Video Matting with Temporal Guidance Shanchuan Lin Linjie Yang Imran Saleemi Soumyadip Sengupta 3DH VOS 71 153 0 25 Aug 2021
MCUa: Multi-level Context and Uncertainty aware Dynamic Deep Ensemble for Breast Cancer Histology Image Classification Zakaria Senousy M. Abdelsamea M. Gaber Moloud Abdar R. Acharya Abbas Khosravi S. Nahavandi 99 60 0 24 Aug 2021
Self-optimizing adaptive optics control with Reinforcement Learning for high-contrast imaging Rico Landman S. Haffert V. M. Radhakrishnan C. Keller 52 28 0 24 Aug 2021
Outdoor Position Recovery from HeterogeneousTelco Cellular Data Yige Zhang Weixiong Rao Kun Zhang Lei Chen 27 3 0 24 Aug 2021
Deep learning for surrogate modelling of 2D mantle convection Siddhant Agarwal Nicola Tosi Pan Kessel D. Breuer G. Montavon AI4TS AI4CE 72 8 0 23 Aug 2021
Deep survival analysis with longitudinal X-rays for COVID-19 Michelle Shu Richard Strong Bowen Charles Herrmann Gengmo Qi Michele Santacatterina Ramin Zabih 80 8 0 22 Aug 2021
DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction Renhe Jiang Du Yin Zhaonan Wang Yizhuo Wang Jiewen Deng Hangcheng Liu Zekun Cai Jinliang Deng Xuan Song Ryosuke Shibasaki AI4TS 98 165 0 20 Aug 2021
Federated Variational Learning for Anomaly Detection in Multivariate Time Series Kai Zhang Yushan Jiang Lee M. Seversky Chengtao Xu Dahai Liu Haoze Song AI4TS 59 27 0 18 Aug 2021
Deep MRI Reconstruction with Radial Subsampling George Yiasemis Chaoping Zhang C. Sánchez Jan-Jakob Sonke Jonas Teuwen 128 9 0 17 Aug 2021
Multistream Graph Attention Networks for Wind Speed Forecasting Dogan Aykas S. Mehrkanoon AI4TS 64 22 0 16 Aug 2021
Nowcasting-Nets: Deep Neural Network Structures for Precipitation Nowcasting Using IMERG M. Ehsani Ariyan Zarei H. Gupta Kobus Barnard A. Behrangi AI4Cl 48 30 0 16 Aug 2021
SPACE: A Simulator for Physical Interactions and Causal Learning in 3D Environments Jiafei Duan Samson Yu Cheston Tan 77 14 0 13 Aug 2021
A Distributed SGD Algorithm with Global Sketching for Deep Learning Training Acceleration Lingfei Dai Boyu Diao Chao Li Yongjun Xu 68 5 0 13 Aug 2021
ST-PCNN: Spatio-Temporal Physics-Coupled Neural Networks for Dynamics Forecasting Yu Huang James Li Min Shi H. Zhuang Xingquan Zhu Laurent Chérubin James H. VanZwieten Yufei Tang AI4CE PINN 45 6 0 12 Aug 2021
Feature Engineering with Regularity Structures I. Chevyrev A. Gerasimovičs H. Weber 157 11 0 12 Aug 2021
Two-stream Convolutional Networks for Multi-frame Face Anti-spoofing Zhuoyi Zhang Cheng Jiang Xiya Zhong Chang Song Yifeng Zhang CVBM PICV 36 4 0 09 Aug 2021
Completion and Augmentation based Spatiotemporal Deep Learning Approach for Short-Term Metro Origin-Destination Matrix Prediction under Limited Observable Data Jiexia Ye Juanjuan Zhao Furong Zheng Chengzhong Xu AI4TS 89 1 0 09 Aug 2021
SLAMP: Stochastic Latent Appearance and Motion Prediction Adil Kaan Akan Erkut Erdem Aykut Erdem Fatma Guney 56 40 0 05 Aug 2021
Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests Siqi Wang Guang Yu Zhiping Cai Xinwang Liu En Zhu Jianping Yin 50 4 0 05 Aug 2021
Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction Minyi Zhao Yi Xu Shuigeng Zhou 59 45 0 04 Aug 2021
Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction Mingyuan Luo Xin Yang Xiaoqiong Huang Yuhao Huang Yuxin Zou Xindi Hu Nishant Ravikumar Alejandro F Frangi Dong Ni 25 20 0 31 Jul 2021
Brain-Inspired Deep Imitation Learning for Autonomous Driving Systems Hasan Bayarov Ahmedov Dewei Yi Jien-De Sui 47 3 0 30 Jul 2021
Recurrent U-net for automatic pelvic floor muscle segmentation on 3D ultrasound F. V. D. Noort B. Sirmaçek C. Slump 24 6 0 29 Jul 2021
Convolutional Transformer based Dual Discriminator Generative Adversarial Networks for Video Anomaly Detection Xinyang Feng Dongjin Song Yuncong Chen Zhengzhang Chen Jingchao Ni Haifeng Chen ViT 87 75 0 29 Jul 2021
Multi-Graph Convolutional-Recurrent Neural Network (MGC-RNN) for Short-Term Forecasting of Transit Passenger Flow Yuxin He Lishuai Li Xinting Zhu K. Tsui AI4TS 61 59 0 28 Jul 2021
Accurate Grid Keypoint Learning for Efficient Video Prediction Xiaojie Gao Yueming Jin Qi Dou Chi-Wing Fu Pheng-Ann Heng VGen 46 17 0 28 Jul 2021
CNN-based Realized Covariance Matrix Forecasting Yanwen Fang Philip L. H. Yu Yaohua Tang AI4TS 33 0 0 22 Jul 2021
Improving the Authentication with Built-in Camera Protocol Using Built-in Motion Sensors: A Deep Learning Solution Cezara Benegui Radu Tudor Ionescu 14 1 0 22 Jul 2021
MFGNet: Dynamic Modality-Aware Filter Generation for RGB-T Tracking Tianlin Li Xiu Shu Shiliang Zhang Bo Jiang Yaowei Wang Yonghong Tian Feng Wu 105 52 0 22 Jul 2021
From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting Mengcheng Lan Shuliang Ning Yanran Li Qian Chen Xunlai Chen Xiaoguang Han Shuguang Cui 40 0 0 21 Jul 2021
High-Accuracy Model-Based Reinforcement Learning, a Survey Aske Plaat W. Kosters Mike Preuss OffRL 75 37 0 17 Jul 2021
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks Vivien Sainte Fare Garnot Loic Landrieu AI4TS 151 162 0 16 Jul 2021
Compact and Optimal Deep Learning with Recurrent Parameter Generators Jiayun Wang Yubei Chen Stella X. Yu Brian Cheung Yann LeCun BDL 84 4 0 15 Jul 2021
Diff-Net: Image Feature Difference based High-Definition Map Change Detection for Autonomous Driving Lei He Shengjie Jiang Xiaoqing Liang Ning Wang Shiyu Song 51 9 0 14 Jul 2021