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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
Real-Time Lane ID Estimation Using Recurrent Neural Networks With Dual Convention Ibrahim Halfaoui Fahd Bouzaraa O. Urfalioglu Minzhen Li 33 1 0 14 Jan 2020
IoT Network Behavioral Fingerprint Inference with Limited Network Trace for Cyber Investigation: A Meta Learning Approach Jonathan Pan 77 0 0 14 Jan 2020
Temporally Folded Convolutional Neural Networks for Sequence Forecasting Matthias Weissenbacher AI4TS 39 0 0 10 Jan 2020
Don't Forget The Past: Recurrent Depth Estimation from Monocular Video Vaishakh Patil Wouter Van Gansbeke Dengxin Dai Luc Van Gool MDE 99 130 0 08 Jan 2020
Combining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: a case study with the Lorenz 96 model J. Brajard A. Carrassi Marc Bocquet Laurent Bertino 92 228 0 06 Jan 2020
End-To-End Trainable Video Super-Resolution Based on a New Mechanism for Implicit Motion Estimation and Compensation Xiaohong Liu Lingshi Kong Yang Zhou Jiying Zhao Jun Chen SupR 67 20 0 05 Jan 2020
Video Saliency Prediction Using Enhanced Spatiotemporal Alignment Network Jin Chen Huihui Song Kaihua Zhang Bo Liu Qingshan Liu 59 37 0 02 Jan 2020
Generative Memorize-Then-Recall framework for low bit-rate Surveillance Video Compression Yaojun Wu Tianyu He Zhibo Chen 40 0 0 30 Dec 2019
A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction Matthias Karlbauer S. Otte Hendrik P. A. Lensch Thomas Scholten V. Wulfmeyer Martin Volker Butz AI4TS AI4CE 3DH 74 12 0 23 Dec 2019
Multi-level Convolutional Autoencoder Networks for Parametric Prediction of Spatio-temporal Dynamics Jiayang Xu Karthik Duraisamy AI4CE 95 143 0 23 Dec 2019
One-Shot Imitation Filming of Human Motion Videos Chong Huang Yuanjie Dang Peng Chen Xin Yang Kwang-Ting Cheng Cheng 51 5 0 23 Dec 2019
DADA: Driver Attention Prediction in Driving Accident Scenarios Jianwu Fang Dingxin Yan Jiahuan Qiao Jianru Xue Hongkai Yu 73 113 0 18 Dec 2019
DerainCycleGAN: Rain Attentive CycleGAN for Single Image Deraining and Rainmaking Yanyan Wei Zhao Zhang Yang Wang Jicong Fan Yi Yang Shuicheng Yan Meng Wang 66 14 0 15 Dec 2019
RGait-NET: An Effective Network for Recovering Missing Information from Occluded Gait Cycles Dhritimaan Das Ayush Agarwal Pratik Chattopadhyay Lipo Wang CVBM 15 7 0 14 Dec 2019
SPIN: A High Speed, High Resolution Vision Dataset for Tracking and Action Recognition in Ping Pong S. Schwarcz Peng Xu Davide D‘Ambrosio Juhana Kangaspunta A. Angelova Huong Phan Navdeep Jaitly 65 7 0 13 Dec 2019
The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction Junwei Liang Lu Jiang Kevin Patrick Murphy Ting Yu Alexander G. Hauptmann 70 161 0 13 Dec 2019
Learned Video Compression via Joint Spatial-Temporal Correlation Exploration Haojie Liu Han shen Lichao Huang Ming Lu Tong Chen Zhan Ma 72 57 0 13 Dec 2019
Spatial-Temporal Self-Attention Network for Flow Prediction Haoxing Lin Weijia Jia Yiping Sun Yongjian You 3DPC AI4TS 62 8 0 13 Dec 2019
Machine Learning for Precipitation Nowcasting from Radar Images Shreya Agrawal Luke Barrington Carla Bromberg J. Burge Cenk Gazen Jason Hickey AI4Cl 79 226 0 11 Dec 2019
Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-aware Segmentation Sung-Kwon Choo Wonkyo Seo N. Cho VOS 46 0 0 03 Dec 2019
CNNs, LSTMs, and Attention Networks for Pathology Detection in Medical Data N. Vogt 20 6 0 02 Dec 2019
RST-MODNet: Real-time Spatio-temporal Moving Object Detection for Autonomous Driving M. Ramzy Hazem Rashed Ahmad El-Sallab S. Yogamani 36 18 0 01 Dec 2019
STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting Rafaela C. Nascimento Y. M. Souto Eduardo S. Ogasawara Fábio Porto Eduardo Bezerra AI4TS 74 89 0 30 Nov 2019
Spatiotemporal deep learning model for citywide air pollution interpolation and prediction Van-Duc Le Tien-Cuong Bui S. Cha ViT HAI 29 12 0 29 Nov 2019
Deep Learning for Optimal Deployment of UAVs with Visible Light Communications Yining Wang Mingzhe Chen Zhaohui Yang T. Luo Walid Saad 43 99 0 28 Nov 2019
Gating Revisited: Deep Multi-layer RNNs That Can Be Trained Mehmet Özgür Türkoglu Stefano Dáronco Jan Dirk Wegner Konrad Schindler 93 48 0 25 Nov 2019
Estimating People Flows to Better Count Them in Crowded Scenes Weizhe Liu Mathieu Salzmann Pascal Fua OT 3DH 85 38 0 25 Nov 2019
Looking at the right stuff: Guided semantic-gaze for autonomous driving Anwesan Pal S. Mondal H. Christensen 77 51 0 24 Nov 2019
Self-Enhanced Convolutional Network for Facial Video Hallucination Chaowei Fang Guanbin Li Xiaoguang Han Yizhou Yu SupR 65 9 0 23 Nov 2019
Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values Xianfeng Tang Huaxiu Yao Yiwei Sun Charu C. Aggarwal P. Mitra Suhang Wang AI4TS 88 120 0 22 Nov 2019
Artificial neural networks in action for an automated cell-type classification of biological neural networks Eirini Troullinou G. Tsagkatakis Spyridon Chavlis G. Turi Wen-Ke Li A. Losonczy P. Tsakalides Panayiota Poirazi 48 13 0 22 Nov 2019
Crowd Density Forecasting by Modeling Patch-based Dynamics H. Minoura Ryo Yonetani Mai Nishimura Yoshitaka Ushiku 46 12 0 22 Nov 2019
Segmenting Medical MRI via Recurrent Decoding Cell Y. Wen Kai Xie Lianghua He MedIm 52 8 0 21 Nov 2019
Towards Physics-informed Deep Learning for Turbulent Flow Prediction Rui Wang K. Kashinath M. Mustafa A. Albert Rose Yu PINN AI4CE 103 373 0 20 Nov 2019
Deep Motion Blur Removal Using Noisy/Blurry Image Pairs Shuang Zhang Ada Zhen R. Stevenson 44 15 0 19 Nov 2019
KISS: Keeping It Simple for Scene Text Recognition Christian Bartz Joseph Bethge Haojin Yang Christoph Meinel VLM ViT 78 18 0 19 Nov 2019
Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention Vivien Sainte Fare Garnot Loic Landrieu S. Giordano N. Chehata 96 155 0 18 Nov 2019
VLUC: An Empirical Benchmark for Video-Like Urban Computing on Citywide Crowd and Traffic Prediction Renhe Jiang Zekun Cai Zhaonan Wang Chuang Yang Z. Fan Xuan Song Kota Tsubouchi Ryosuke Shibasaki AI4TS 33 11 0 16 Nov 2019
Single Image Reflection Removal through Cascaded Refinement Chao Li Yixiao Yang Kun He Stephen Lin John E. Hopcroft 147 126 0 15 Nov 2019
Convolutional Neural Network for Convective Storm Nowcasting Using 3D Doppler Weather Radar Data Lei Han Juanzhen Sun Wei Zhang AI4Cl 52 69 0 14 Nov 2019
RWF-2000: An Open Large Scale Video Database for Violence Detection Ming Cheng Kunjing Cai Ming Li 93 144 0 14 Nov 2019
Recurrent Instance Segmentation using Sequences of Referring Expressions Alba Herrera-Palacio Carles Ventura Carina Silberer Ionut-Teodor Sorodoc Gemma Boleda Xavier Giró-i-Nieto EgoV 19 0 0 05 Nov 2019
Motion-Nets: 6D Tracking of Unknown Objects in Unseen Environments using RGB Felix Leeb Arunkumar Byravan Dieter Fox 3DPC 52 3 0 30 Oct 2019
Sequential image processing methods for improving semantic video segmentation algorithms B. Sirmaçek N. Botteghi Santiago Sanchez Escalonilla Plaza 44 0 0 29 Oct 2019
Recurrent Autoencoder with Skip Connections and Exogenous Variables for Traffic Forecasting Pedro Herruzo J. L. Larriba-pey 37 8 0 28 Oct 2019
Traffic4cast-Traffic Map Movie Forecasting -- Team MIE-Lab Henry Martin Ye Hong D. Bucher Christian Rupprecht R. Buffat 46 12 0 27 Oct 2019
Non-Local ConvLSTM for Video Compression Artifact Reduction Yi Xu Longwen Gao Kai Tian Shuigeng Zhou Huyang Sun 78 67 0 27 Oct 2019
Deep Learning for Plasma Tomography and Disruption Prediction from Bolometer Data D. R. Ferreira P. Carvalho H. Fernandes 52 37 0 27 Oct 2019
CrevNet: Conditionally Reversible Video Prediction Wei Yu Y. Lu S. Easterbrook Sanja Fidler 52 19 0 25 Oct 2019
RoboNet: Large-Scale Multi-Robot Learning Sudeep Dasari F. Ebert Stephen Tian Suraj Nair Bernadette Bucher Karl Schmeckpeper Siddharth Singh Sergey Levine Chelsea Finn LM&Ro 118 304 0 24 Oct 2019