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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
DRASIC: Distributed Recurrent Autoencoder for Scalable Image Compression Enmao Diao Jie Ding Vahid Tarokh 25 0 0 23 Mar 2019
Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network Chun-Ren Phang C. Ting Fuad M. Noman H. Ombao 53 121 0 21 Mar 2019
Value of Temporal Dynamics Information in Driving Scene Segmentation Li Ding Jack Terwilliger Rini Sherony B. Reimer Alex Fridman 51 23 0 21 Mar 2019
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks Junkai Sun Junbo Zhang Qiaofei Li Xiuwen Yi Yuxuan Liang Yu Zheng AI4TS 71 166 0 19 Mar 2019
Representing ill-known parts of a numerical model using a machine learning approach J. Brajard A. Charantonis J. Sirven 31 3 0 18 Mar 2019
ST-UNet: A Spatio-Temporal U-Network for Graph-structured Time Series Modeling Ting Yu Haoteng Yin Zhanxing Zhu AI4TS GNN 83 55 0 13 Mar 2019
RVOS: End-to-End Recurrent Network for Video Object Segmentation Carles Ventura Míriam Bellver Andreu Girbau Amaia Salvador F. Marqués Xavier Giró-i-Nieto VOS 94 230 0 13 Mar 2019
Goal-Directed Behavior under Variational Predictive Coding: Dynamic Organization of Visual Attention and Working Memory Minju Jung Takazumi Matsumoto Jun Tani 69 20 0 12 Mar 2019
Quality-Gated Convolutional LSTM for Enhancing Compressed Video Ren Yang Xiaoyan Sun Mai Xu Wenjun Zeng 57 42 0 11 Mar 2019
ADS-ME: Anomaly Detection System for Micro-expression Spotting D. Chanti A. Caplier 22 2 0 11 Mar 2019
Complex Valued Gated Auto-encoder for Video Frame Prediction Niloofar Azizi Nils Wandel Sven Behnke GAN 18 0 0 08 Mar 2019
Multi-output Bus Travel Time Prediction with Convolutional LSTM Neural Network N. Petersen Filipe Rodrigues Francisco Câmara Pereira AI4TS 53 226 0 07 Mar 2019
RAVEN: A Dataset for Relational and Analogical Visual rEasoNing Chi Zhang Feng Gao Baoxiong Jia Yixin Zhu Song-Chun Zhu AIMat 74 312 0 07 Mar 2019
Robust Lane Detection from Continuous Driving Scenes Using Deep Neural Networks Qin Zou Hanwen Jiang Qiyu Dai Yuanhao Yue Long Chen Qian Wang 114 308 0 06 Mar 2019
Deep Learning Based Motion Planning For Autonomous Vehicle Using Spatiotemporal LSTM Network Zhengwei Bai B. Cai Shangguan Wei Linguo Chai 31 27 0 05 Mar 2019
VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation Manoj Kumar Mohammad Babaeizadeh D. Erhan Chelsea Finn Sergey Levine Laurent Dinh Durk Kingma VGen 98 132 0 04 Mar 2019
Extreme Channel Prior Embedded Network for Dynamic Scene Deblurring Jianrui Cai W. Zuo Lei Zhang 34 7 0 02 Mar 2019
Progress Regression RNN for Online Spatial-Temporal Action Localization in Unconstrained Videos Bo Hu Jianfei Cai Tat-Jen Cham Junsong Yuan 81 3 0 01 Mar 2019
Single-frame Regularization for Temporally Stable CNNs Gabriel Eilertsen Rafał K. Mantiuk Jonas Unger 88 43 0 27 Feb 2019
Learning Dynamical Systems from Partial Observations Ibrahim Ayed Emmanuel de Bézenac Arthur Pajot J. Brajard Patrick Gallinari AI4TS 93 92 0 26 Feb 2019
Learning Implicitly Recurrent CNNs Through Parameter Sharing Pedro H. P. Savarese Michael Maire 94 70 0 26 Feb 2019
Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data Ling Zhang Le Lu Xiaosong Wang Robert Zhu M. Bagheri Ronald M. Summers Jianhua Yao 45 34 0 23 Feb 2019
Comparison of Deep Neural Networks and Deep Hierarchical Models for Spatio-Temporal Data C. Wikle BDL 119 20 0 22 Feb 2019
Predicting tongue motion in unlabeled ultrasound videos using convolutional LSTM neural network Chaojie Zhao Peng Zhang Jian Zhu Chengrui Wu Huaimin Wang Kele Xu 157 23 0 19 Feb 2019
DIViS: Domain Invariant Visual Servoing for Collision-Free Goal Reaching Fereshteh Sadeghi 86 28 0 18 Feb 2019
Grids versus Graphs: Partitioning Space for Improved Taxi Demand-Supply Forecasts Neema Davis G. Raina Krishna Jagannathan AI4TS 42 27 0 18 Feb 2019
Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey Longlong Jing Yingli Tian SSL 232 1,706 0 16 Feb 2019
Breaking the Spatio-Angular Trade-off for Light Field Super-Resolution via LSTM Modelling on Epipolar Plane Images Hao Zhu Mantang Guo Hongdong Li Qing Wang A. Robles-Kelly 48 8 0 15 Feb 2019
Can We Automate Diagrammatic Reasoning? Sk. Arif Ahmed D. P. Dogra S. Kar P. Roy D. Prasad 25 4 0 13 Feb 2019
MOTS: Multi-Object Tracking and Segmentation P. Voigtlaender Michael Krause Aljosa Osep Jonathon Luiten Berin Balachandar Gnana Sekar Andreas Geiger Bastian Leibe VOT 94 581 0 10 Feb 2019
PVNet: A LRCN Architecture for Spatio-Temporal Photovoltaic PowerForecasting from Numerical Weather Prediction Johan Mathe Nina Miolane N. Sébastien Jeremie Lequeux 27 24 0 04 Feb 2019
Very Long Term Field of View Prediction for 360-degree Video Streaming Chenge Li Weixi Zhang Yang Liu Yao Wang 31 57 0 04 Feb 2019
A Spatial-Temporal Decomposition Based Deep Neural Network for Time Series Forecasting Reza Asadi Amelia Regan AI4TS 25 11 0 02 Feb 2019
Combining Physically-Based Modeling and Deep Learning for Fusing GRACE Satellite Data: Can We Learn from Mismatch? A. Sun B. Scanlon Zizhan Zhang David Walling S. Bhanja A. Mukherjee Zhi Zhong AI4Cl 54 143 0 31 Jan 2019
Attention-driven Tree-structured Convolutional LSTM for High Dimensional Data Understanding Bin Kong Xin Wang Junjie Bai Yi Lu Feng Gao K. Cao Qi Song Shaoting Zhang Siwei Lyu Youbing Yin 60 3 0 29 Jan 2019
Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series Vivien Sainte Fare Garnot Loic Landrieu S. Giordano N. Chehata 84 53 0 29 Jan 2019
Progressive Image Deraining Networks: A Better and Simpler Baseline Dongwei Ren W. Zuo Q. Hu Peng Fei Zhu Deyu Meng 136 792 0 26 Jan 2019
Diversity-Sensitive Conditional Generative Adversarial Networks Dingdong Yang Seunghoon Hong Y. Jang Tianchen Zhao Honglak Lee GAN 111 216 0 25 Jan 2019
A Neurally-Inspired Hierarchical Prediction Network for Spatiotemporal Sequence Learning and Prediction Jielin Qiu Ge Huang T. Lee 102 10 0 25 Jan 2019
Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey Santhosh Kelathodi Kumaran D. P. Dogra P. Roy 81 138 0 24 Jan 2019
Pedestrian Attribute Recognition: A Survey Tianlin Li Shaofei Zheng Rui Yang Aihua Zheng Zhe Chen Jin Tang Bin Luo CVBM 95 128 0 22 Jan 2019
A deep learning approach to real-time parking occupancy prediction in spatio-temporal networks incorporating multiple spatio-temporal data sources Shuguan Yang Wei-Ying Ma Xidong Pi Sean Qian GNN AI4CE 55 15 0 21 Jan 2019
Joint Spatial and Layer Attention for Convolutional Networks Tony Joseph Konstantinos G. Derpanis F. Qureshi 31 0 0 16 Jan 2019
A deep learning approach to solar-irradiance forecasting in sky-videos Talha Ahmad Siddiqui Samarth Bharadwaj S. Kalyanaraman 72 45 0 15 Jan 2019
Feature Boosting Network For 3D Pose Estimation Jun Liu Henghui Ding Amir Shahroudy Ling-yu Duan Xudong Jiang G. Wang Alex C. Kot 3DH 75 121 0 15 Jan 2019
An investigation of model-free planning A. Guez M. Berk Mirza Karol Gregor Rishabh Kabra S. Racanière ... Laurent Orseau Tom Eccles Greg Wayne David Silver Timothy Lillicrap OffRL 100 117 0 11 Jan 2019
FakeCatcher: Detection of Synthetic Portrait Videos using Biological Signals U. Ciftci Ilke Demir 85 380 0 08 Jan 2019
Dynamics are Important for the Recognition of Equine Pain in Video Sofia Broomé K. Gleerup P. Andersen Hedvig Kjellström 67 26 0 07 Jan 2019
The ISTI Rapid Response on Exploring Cloud Computing 2018 Carleton Coffrin James Arnold S. Eidenbenz Derek Aberle J. Ambrosiano ... Zhehui Wang James Wernicke B. Wolfe P. Wolfram J. Woodring 103 3 0 04 Jan 2019
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification Marc Combalia João Paulo Papa 81 83 0 30 Dec 2018