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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
RegNet: Self-Regulated Network for Image Classification Jing Xu Yu Pan Xinglin Pan Guosheng Lin Zhang Yi Zenglin Xu 73 133 0 03 Jan 2021
Learning the Predictability of the Future Dídac Surís Ruoshi Liu Carl Vondrick 84 74 0 01 Jan 2021
Gated Ensemble of Spatio-temporal Mixture of Experts for Multi-task Learning in Ride-hailing System M. Rahman S. Rifaat S. N. Sadeek M. Abrar D. Wang 81 6 0 31 Dec 2020
Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis Yutian Chen Xiaowei Xu Dewen Zeng Yiyu Shi Haiyun Yuan Jian Zhuang Yuhao Dong Qianjun Jia Meiping Huang 58 5 0 29 Dec 2020
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 170 535 0 22 Dec 2020
Unsupervised Domain Adaptation with Temporal-Consistent Self-Training for 3D Hand-Object Joint Reconstruction Mengshi Qi Edoardo Remelli Mathieu Salzmann Pascal Fua TTA 3DH 54 5 0 21 Dec 2020
A Comprehensive Survey of Machine Learning Based Localization with Wireless Signals Daoud Burghal Ashwin T. Ravi Varun Rao Abdullah A. Alghafis A. Molisch 64 42 0 21 Dec 2020
Spatiotemporal Pattern Mining for Nowcasting Extreme Earthquakes in Southern California Bo Feng Geoffrey C. Fox 23 5 0 20 Dec 2020
RainBench: Towards Global Precipitation Forecasting from Satellite Imagery Christian Schroeder de Witt Catherine Tong Valentina Zantedeschi D. Martini F. Kalaitzis Matthew Chantry D. Watson‐Parris Piotr Bilinski AI4Cl 73 11 0 17 Dec 2020
Using Spatio-temporal Deep Learning for Forecasting Demand and Supply-demand Gap in Ride-hailing System with Anonymised Spatial Adjacency Information Md. Hishamur Rahman S. Rifaat 73 10 0 16 Dec 2020
Convolutional LSTM Neural Networks for Modeling Wildland Fire Dynamics J. Burge M. Bonanni M. Ihme Lily Hu 90 19 0 11 Dec 2020
A Log-likelihood Regularized KL Divergence for Video Prediction with A 3D Convolutional Variational Recurrent Network Haziq Razali Basura Fernando DRL 60 6 0 11 Dec 2020
Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting V. Bouget Dominique Béréziat J. Brajard A. Charantonis Arthur Filoche AI4Cl 53 40 0 09 Dec 2020
Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data Abdullah Abuolaim M. Delbracio D. Kelly M. S. Brown P. Milanfar 113 58 0 06 Dec 2020
A Survey on Deep Learning for Human Mobility Massimiliano Luca Gianni Barlacchi Bruno Lepri Luca Pappalardo HAI 75 223 0 04 Dec 2020
DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion Arda Duzcceker S. Galliani Christoph Vogel Pablo Speciale Mihai Dusmanu Marc Pollefeys MDE 96 97 0 03 Dec 2020
Counting People by Estimating People Flows Weizhe Liu Mathieu Salzmann Pascal Fua 3DH 106 33 0 01 Dec 2020
Machine learning spatio-temporal epidemiological model to evaluate Germany-county-level COVID-19 risk Lingxiao Wang Tian Xu Till Hannes Stoecker Horst Stoecker Yin Jiang K. Zhou 28 23 0 30 Nov 2020
A Deep Learning Approach for Predicting Spatiotemporal Dynamics From Sparsely Observed Data Priyabrata Saha Saibal Mukhopadhyay AI4CE 92 5 0 30 Nov 2020
RGBD-Net: Predicting color and depth images for novel views synthesis Phong H. Nguyen Animesh Karnewar Lam Huynh Esa Rahtu Jirí Matas J. Heikkilä 3DV 71 15 0 29 Nov 2020
Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in Autonomous Driving Zhenxun Yuan Xiao-yang Song Lei Bai Wen-gang Zhou Zhe Wang Wanli Ouyang ViT 90 132 0 27 Nov 2020
Joint Extraction of Entity and Relation with Information Redundancy Elimination Yuan-Chung Shen Jungang Han 41 1 0 27 Nov 2020
Temporal Autoencoder with U-Net Style Skip-Connections for Frame Prediction Jay Santokhi P. Daga Joned Sarwar Anna Jordan Emil Hewage 27 5 0 25 Nov 2020
A Non-linear Function-on-Function Model for Regression with Time Series Data Qiyao Wang Haiyan Wang Chetan Gupta Aniruddha Rajendra Rao H. Khorasgani AI4TS 43 15 0 24 Nov 2020
CASU2Net: Cascaded Unification Network by a Two-step Early Fusion for Fault Detection in Offshore Wind Turbines Soorena Salari N. Sadati 112 0 0 24 Nov 2020
DeepClimGAN: A High-Resolution Climate Data Generator Alexandra Puchko R. Link Brian Hutchinson Ben Kravitz Abigail C. Snyder AI4Cl SyDa 47 10 0 23 Nov 2020
Modular Action Concept Grounding in Semantic Video Prediction Wei Yu Wenxin Chen Songheng Yin S. Easterbrook Animesh Garg 75 13 0 23 Nov 2020
MoNet: Motion-based Point Cloud Prediction Network Fan Lu Guang Chen Yinlong Liu Zhijun Li Sanqing Qu Tianpei Zou 3DPC 76 34 0 21 Nov 2020
ConvTransformer: A Convolutional Transformer Network for Video Frame Synthesis Zhouyong Liu S. Luo Wubin Li Jingben Lu Yufan Wu Shilei Sun Chunguo Li Luxi Yang ViT 111 81 0 20 Nov 2020
DiffusionNet: Accelerating the solution of Time-Dependent partial differential equations using deep learning M. Asem AI4CE 31 2 0 19 Nov 2020
Double-Prong ConvLSTM for Spatiotemporal Occupancy Prediction in Dynamic Environments Maneekwan Toyungyernsub Masha Itkina Ransalu Senanayake Mykel J. Kochenderfer 90 22 0 18 Nov 2020
A Multi-Task Deep Learning Framework to Localize the Eloquent Cortex in Brain Tumor Patients Using Dynamic Functional Connectivity Naresh Nandakumar N. S. D'Souza K. Manzoor J. Pillai S. Gujar Haris I. Sair A. Venkataraman 30 6 0 17 Nov 2020
Dynamic Occupancy Grid Mapping with Recurrent Neural Networks M. Schreiber Vasileios Belagiannis Claudius Glaser Klaus C. J. Dietmayer 79 36 0 17 Nov 2020
Mutual Information Based Method for Unsupervised Disentanglement of Video Representation Aditya Sreekar Ujjwal Tiwari A. Namboodiri DRL 116 4 0 17 Nov 2020
Adaptive Future Frame Prediction with Ensemble Network Wonjik Kim Masayuki Tanaka Masatoshi Okutomi Y. Sasaki 47 1 0 13 Nov 2020
LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing Zhenzhi Wu Hehui Zhang Yihan Lin Guoqi Li Meng Wang Ye Tang AI4TS 75 109 0 12 Nov 2020
Hurricane Forecasting: A Novel Multimodal Machine Learning Framework L. Boussioux C. Zeng Théo Guénais Dimitris Bertsimas 64 40 0 11 Nov 2020
Integrating Human Gaze into Attention for Egocentric Activity Recognition Kyle Min Jason J. Corso 68 43 0 08 Nov 2020
Latent Neural Differential Equations for Video Generation Cade Gordon Natalie Parde DiffM VGen 56 11 0 07 Nov 2020
Improving Sales Forecasting Accuracy: A Tensor Factorization Approach with Demand Awareness Xuan Bi G. Adomavicius W. Li Annie Qu AI4TS 23 25 0 06 Nov 2020
"What's This?" -- Learning to Segment Unknown Objects from Manipulation Sequences W. Boerdijk M. Sundermeyer M. Durner Rudolph Triebel 52 7 0 06 Nov 2020
Predictive Process Model Monitoring using Recurrent Neural Networks Johannes De Smedt Jochen De Weerdt 40 0 0 05 Nov 2020
Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction Xinyu Wang Zhengping Che Bo Jiang Ning Xiao Ke Yang Jian-Bo Tang Jieping Ye Jingyu Wang Q. Qi 91 140 0 05 Nov 2020
Multi-layer Feature Aggregation for Deep Scene Parsing Models Litao Yu Yongsheng Gao Jun Zhou Jian Zhang Qiang Wu SSeg 88 1 0 04 Nov 2020
Deformable Convolutional LSTM for Human Body Emotion Recognition Peyman Tahghighi A. Koochari Masoumeh Jalali CVBM 3DH 46 6 0 27 Oct 2020
T $^2$ -Net: A Semi-supervised Deep Model for Turbulence Forecasting Denghui Zhang Yanchi Liu Wei Cheng Bo Zong Jingchao Ni Zhengzhang Chen Haifeng Chen Hui Xiong 29 1 0 26 Oct 2020
A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data Chenxi Sun linda Qiao Moxian Song Hongyan Li AI4TS OOD 115 59 0 23 Oct 2020
Deep Neural Mobile Networking Chaoyun Zhang 74 1 0 23 Oct 2020
Generative Neurosymbolic Machines Jindong Jiang Sungjin Ahn BDL OCL 303 69 0 23 Oct 2020
Prediction of Rainfall in Rajasthan, India using Deep and Wide Neural Network Vikas Bajpai Anukriti Bansal Kshitiz Verma Sanjay Agarwal 27 5 0 22 Oct 2020