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
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger Gabriel Synnaeve Zeming Lin Jonas Gehring Daniel Gant Vegard Mella Vasil Khalidov Nicolas Carion Nicolas Usunier 19 25 0 30 Nov 2018
Image Generation from Layout Bo Zhao Lili Meng Weidong Yin Leonid Sigal 19 208 0 28 Nov 2018
Generalizing semi-supervised generative adversarial networks to regression using feature contrasting Yifan Wang Zhigang Zhu Hao Tang GAN 11 58 0 27 Nov 2018
Learning State Representations in Complex Systems with Multimodal Data P. Solovev Vladimir Aliev Pavel Ostyakov Gleb Sterkin Elizaveta Logacheva Stepan Troeshestov Roman Suvorov Anton Mashikhin Oleg Khomenko Sergey I. Nikolenko SSL AI4TS 6 3 0 27 Nov 2018
Time-Aware and View-Aware Video Rendering for Unsupervised Representation Learning Shruti Vyas Yogesh S Rawat M. Shah AI4TS 33 4 0 26 Nov 2018
LSTA: Long Short-Term Attention for Egocentric Action Recognition Swathikiran Sudhakaran Sergio Escalera Oswald Lanz EgoV 6 143 0 26 Nov 2018
Deep RNN Framework for Visual Sequential Applications Bo Pang Kaiwen Zha Hanwen Cao Chen Shi Cewu Lu ViT HAI 23 47 0 25 Nov 2018
Guided Feature Selection for Deep Visual Odometry Fei Xue Qiuyuan Wang Xin Wang W. Dong Junqiu Wang H. Zha MDE 8 51 0 25 Nov 2018
Recurrently Controlled Recurrent Networks Yi Tay Anh Tuan Luu S. Hui 30 16 0 24 Nov 2018
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN Masaki Saito Shunta Saito Masanori Koyama Sosuke Kobayashi 26 145 0 22 Nov 2018
MGANet: A Robust Model for Quality Enhancement of Compressed Video Xiandong Meng Xuan Deng Shuyuan Zhu Shuaicheng Liu Chuan Wang Chen Chen B. Zeng GAN 19 19 0 22 Nov 2018
Seeing in the dark with recurrent convolutional neural networks Till S. Hartmann 26 3 0 21 Nov 2018
A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data Chuxu Zhang Dongjin Song Yuncong Chen Xinyang Feng C. Lumezanu Wei Cheng Jingchao Ni Bo Zong Haifeng Chen Nitesh V. Chawla AI4TS 27 692 0 20 Nov 2018
Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics Yunbo Wang Jianjin Zhang Hongyu Zhu Mingsheng Long Jianmin Wang Philip S Yu AI4TS 28 317 0 19 Nov 2018
Recurrent Convolutions for Causal 3D CNNs Gurkirt Singh Fabio Cuzzolin 3DPC 19 0 0 17 Nov 2018
Relational Long Short-Term Memory for Video Action Recognition Zexi Chen B. Ramachandra Tianfu Wu Ranga Raju Vatsavai 24 5 0 16 Nov 2018
Neural Predictive Belief Representations Z. Guo M. G. Azar Bilal Piot Bernardo Avila-Pires Rémi Munos SSL 19 80 0 15 Nov 2018
Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search Lars Buesing T. Weber Yori Zwols S. Racanière A. Guez Jean-Baptiste Lespiau N. Heess CML 37 135 0 15 Nov 2018
A multi-level convolutional LSTM model for the segmentation of left ventricle myocardium in infarcted porcine cine MR images Dongqing Zhang Ilknur Icke B. Dogdas S. Parimal S. Sampath J. Forbes Ansuman Bagchi Chih-Liang Chin Antong Chen MedIm 13 23 0 14 Nov 2018
Exploiting temporal and depth information for multi-frame face anti-spoofing Zezheng Wang Chenxu Zhao Yunxiao Qin Qiusheng Zhou Guojun Qi Jun Wan Zhen Lei CVBM 13 73 0 13 Nov 2018
A test case for application of convolutional neural networks to spatio-temporal climate data: Re-identifying clustered weather patterns Ashesh Chattopadhyay Pedram Hassanzadeh S. Pasha 11 141 0 12 Nov 2018
Repetitive Motion Estimation Network: Recover cardiac and respiratory signal from thoracic imaging Xiaoxiao Li V. Singh Yifan Wu S. Modgil James Duncan Ankur Kapoor 14 5 0 08 Nov 2018
PaDNet: Pan-Density Crowd Counting Yukun Tian Yiming Lei Junping Zhang Ming Wang 25 102 0 07 Nov 2018
Convolutional Recurrent Predictor: Implicit Representation for Multi-target Filtering and Tracking Mehryar Emambakhsh Alessandro Bay E. Vazquez 20 7 0 01 Nov 2018
Ionospheric activity prediction using convolutional recurrent neural networks Alexandre Boulch Noëlie Cherrier T. Castaings 34 21 0 31 Oct 2018
Visual Attention Network for Low Dose CT Wenchao Du Hu Chen Peixi Liao Hongyu Yang Ge Wang Yi Zhang GAN MedIm 33 33 0 31 Oct 2018
Discovering state-parameter mappings in subsurface models using generative adversarial networks A. Sun GAN AI4CE 10 75 0 30 Oct 2018
Long Short-Term Attention G. Zhong Xin Lin Kang Chen Qingyang Li Kaizhu Huang ODL RALM HAI 31 10 0 30 Oct 2018
Shorten Spatial-spectral RNN with Parallel-GRU for Hyperspectral Image Classification Haowen Luo 14 24 0 30 Oct 2018
Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery M. Rußwurm Marco Körner 14 37 0 28 Oct 2018
Reduced-Gate Convolutional LSTM Using Predictive Coding for Spatiotemporal Prediction Nelly Elsayed Anthony Maida Magdy A. Bayoumi 6 5 0 16 Oct 2018
From Deep to Physics-Informed Learning of Turbulence: Diagnostics Ryan N. King O. Hennigh A. Mohan Michael Chertkov AI4CE 20 57 0 16 Oct 2018
Trellis Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun 25 145 0 15 Oct 2018
Deep Photovoltaic Nowcasting Jinsong Zhang Rodrigo Verschae S. Nobuhara Jean-François Lalonde 20 158 0 15 Oct 2018
Sequential Learning of Movement Prediction in Dynamic Environments using LSTM Autoencoder Meenakshi Sarkar Debasish Ghose 25 4 0 12 Oct 2018
Rethinking multiscale cardiac electrophysiology with machine learning and predictive modelling C. Cantwell Yumnah Mohamied Konstantinos N. Tzortzis Stef Garasto C. Houston R. Chowdhury F. Ng Anil A. Bharath N. Peters 23 43 0 09 Oct 2018
FingerVision Tactile Sensor Design and Slip Detection Using Convolutional LSTM Network Yazhan Zhang Zicheng Kan Yu Alexander Tse Yang Yang M. Y. Wang 30 72 0 05 Oct 2018
Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods Apratim Bhattacharyya Mario Fritz Bernt Schiele UQCV 25 46 0 01 Oct 2018
Interpretable Spatio-temporal Attention for Video Action Recognition Lili Meng Bo Zhao B. Chang Gao Huang Wei Sun Fred Tung Leonid Sigal 33 83 0 01 Oct 2018
HyperST-Net: Hypernetworks for Spatio-Temporal Forecasting Zheyi Pan Keli Zhang Junbo Zhang Xiuwen Yi Yong Yu Yu Zheng AI4TS 21 24 0 28 Sep 2018
Combined convolutional and recurrent neural networks for hierarchical classification of images Jaehoon Koo Diego Klabjan J. Utke 20 11 0 25 Sep 2018
Recurrent Flow-Guided Semantic Forecasting Adam M. Terwilliger Garrick Brazil Xiaoming Liu 21 46 0 21 Sep 2018
DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn R. Interdonato Dino Ienco R. Gaetano K. Ose AI4TS 11 141 0 20 Sep 2018
Improving Subseasonal Forecasting in the Western U.S. with Machine Learning Jessica Hwang Paulo Orenstein J. Cohen K. Pfeiffer Lester W. Mackey AI4Cl 8 72 0 19 Sep 2018
Long-Term Occupancy Grid Prediction Using Recurrent Neural Networks M. Schreiber S. Hörmann Klaus C. J. Dietmayer 24 63 0 11 Sep 2018
Memristive LSTM network hardware architecture for time-series predictive modeling problem Kazybek Adam Kamilya Smagulova A. P. James AI4TS 6 21 0 10 Sep 2018
Neural Allocentric Intuitive Physics Prediction from Real Videos Zhihua Wang Stefano Rosa Yishu Miao Zihang Lai Linhai Xie Andrew Markham A. Trigoni 13 1 0 07 Sep 2018
Travel Speed Prediction with a Hierarchical Convolutional Neural Network and Long Short-Term Memory Model Framework Wei Wang Xucheng Li 24 5 0 06 Sep 2018
YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark N. Xu L. Yang Yuchen Fan Dingcheng Yue Yuchen Liang Jianchao Yang Thomas Huang VOS 31 522 0 06 Sep 2018
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation N. Xu L. Yang Yuchen Fan Jianchao Yang Dingcheng Yue Yuchen Liang Brian L. Price Scott D. Cohen Thomas Huang VOS 10 453 0 03 Sep 2018