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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
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
Deep Autoregressive Models with Spectral Attention Fernando Moreno-Pino Pablo Martínez Olmos Antonio Artés-Rodríguez AI4TS 64 18 0 13 Jul 2021
Interpretable Deep Feature Propagation for Early Action Recognition He Zhao Richard P. Wildes FAtt 63 8 0 11 Jul 2021
Physics-informed generative neural network: an application to troposphere temperature prediction Zhihao Chen Jie Gao Weikai Wang Zheng Yan AI4CE 67 18 0 08 Jul 2021
Short-term probabilistic photovoltaic power forecast based on deep convolutional long short-term memory network and kernel density estimation Mingliang Bai Xinyu Zhao Zhenhua Long Jinfu Liu Daren Yu AI4TS 43 1 0 03 Jul 2021
Online Metro Origin-Destination Prediction via Heterogeneous Information Aggregation Lingbo Liu Yuying Zhu Guanbin Li Ziyi Wu Lei Bai Liang Lin AI4TS 108 37 0 02 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 169 101 0 01 Jul 2021
Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images Sungho Suh So-hyun Cheon Wonseon Choi Yeon Woong Chung W. Cho ji-Sun Paik Sung Eun Kim D. Chang Y. Lee 80 4 0 01 Jul 2021
JUWELS Booster -- A Supercomputer for Large-Scale AI Research Stefan Kesselheim A. Herten K. Krajsek J. Ebert J. Jitsev ... A. Strube Roshni Kamath Martin G. Schultz M. Riedel T. Lippert GNN 78 16 0 30 Jun 2021
Exploring Context Generalizability in Citywide Crowd Mobility Prediction: An Analytic Framework and Benchmark Liyue Chen Xiaoxiang Wang Leye Wang 59 1 0 30 Jun 2021
TENT: Tensorized Encoder Transformer for Temperature Forecasting Onur Bilgin Paweł Mąka Thomas Vergutz S. Mehrkanoon AI4TS 71 13 0 28 Jun 2021
PhyCRNet: Physics-informed Convolutional-Recurrent Network for Solving Spatiotemporal PDEs Pu Ren Chengping Rao Yang Liu Jianxun Wang Hao Sun DiffM AI4CE 136 206 0 26 Jun 2021
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting Zheng Fang Qingqing Long Guojie Song Kunqing Xie AI4TS 73 485 0 24 Jun 2021
Spatio-Temporal SAR-Optical Data Fusion for Cloud Removal via a Deep Hierarchical Model A. Sebastianelli A. Nowakowski Erika Puglisi M. P. D. Rosso J. Mifdal F. Pirri P. Mathieu Silvia Liberata Ullo 3DPC 83 2 0 23 Jun 2021
Learning Dynamical Systems from Noisy Sensor Measurements using Multiple Shooting Armand Jordana Justin Carpentier Ludovic Righetti AI4CE 83 5 0 22 Jun 2021
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Towards Distraction-Robust Active Visual Tracking Fangwei Zhong Peng Sun Wenhan Luo Tingyun Yan Yizhou Wang AAML 55 38 0 18 Jun 2021
Design and Analysis of Robust Deep Learning Models for Stock Price Prediction Jaydip Sen Sidra Mehtab OOD AIFin 98 12 0 17 Jun 2021
Deformation Driven Seq2Seq Longitudinal Tumor and Organs-at-Risk Prediction for Radiotherapy Donghoon Lee S. Alam Jue Jiang Pengpeng Zhang Saad Nadeem Yu-chi Hu AI4CE 64 5 0 16 Jun 2021
Anomaly Detection in Video Sequences: A Benchmark and Computational Model Boyang Wan Wenhui Jiang Yuming Fang Zhiyuan Luo Guanqun Ding AI4TS 75 48 0 16 Jun 2021
Economic Nowcasting with Long Short-Term Memory Artificial Neural Networks (LSTM) D. Hopp AI4TS 40 33 0 15 Jun 2021
Cascading Convolutional Temporal Colour Constancy Matteo Rizzo Cristina Conati Daesik Jang Hui Hu 31 2 0 15 Jun 2021
Learning Dissipative Dynamics in Chaotic Systems Zong-Yi Li Miguel Liu-Schiaffini Nikola B. Kovachki Burigede Liu Kamyar Azizzadenesheli K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 87 31 0 13 Jun 2021
Conditional COT-GAN for Video Prediction with Kernel Smoothing Tianlin Xu Beatrice Acciaio GAN AI4TS CML 33 5 0 10 Jun 2021
Multistep Electric Vehicle Charging Station Occupancy Prediction using Hybrid LSTM Neural Networks Tai-Yu Ma S. Faye 66 95 0 09 Jun 2021
Encoding physics to learn reaction-diffusion processes Chengping Rao Pu Ren Qi Wang O. Buyukozturk Haoqin Sun Yang Liu PINN AI4CE DiffM 107 97 0 09 Jun 2021
A Deep Variational Bayesian Framework for Blind Image Deblurring Haibo Wang Zongsheng Yue Qian Zhao Deyu Meng BDL 49 20 0 05 Jun 2021
Deep Bayesian Active Learning for Accelerating Stochastic Simulation D. Wu Ruijia Niu Matteo Chinazzi Alessandro Vespignani Yi-An Ma Rose Yu AI4CE 133 9 0 05 Jun 2021
Pose and Semantic Map Based Probabilistic Forecast of Vulnerable Road Users' Trajectories Viktor Kress Fabian Jeske Stefan Zernetsch Konrad Doll Bernhard Sick 42 7 0 04 Jun 2021
Mesh-based graph convolutional neural networks for modeling materials with microstructure A. Frankel Cosmin Safta Coleman Alleman Reese E. Jones 74 15 0 04 Jun 2021
Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks J. Hagenaars Federico Paredes-Valles Guido de Croon 87 139 0 03 Jun 2021
STEP: Spatial-Temporal Network Security Event Prediction Qiumei Cheng Yi Shen Dezhang Kong Chunming Wu 35 2 0 31 May 2021
APEX: Unsupervised, Object-Centric Scene Segmentation and Tracking for Robot Manipulation Yizhe Wu Oiwi Parker Jones Martin Engelcke Ingmar Posner 3DPC 65 20 0 31 May 2021
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview Zhaoxin Fan Yazhi Zhu Yulin He Qi Sun Hongyan Liu Jun He 132 84 0 29 May 2021
TexRel: a Green Family of Datasets for Emergent Communications on Relations Hugh Perkins 46 2 0 26 May 2021
DFPN: Deformable Frame Prediction Network M. Yilmaz A. Murat Tekalp AI4CE 37 12 0 26 May 2021
Quantifying Uncertainty in Deep Spatiotemporal Forecasting Dongxian Wu Liyao (Mars) Gao X. Xiong Matteo Chinazzi Alessandro Vespignani Yi-An Ma Rose Yu AI4TS 97 71 0 25 May 2021
Deep Learning-based Damage Mapping with InSAR Coherence Time Series Oliver L. Stephenson Tobias Köhne Eric Zhan Brent E. Cahill S. Yun Zachary E. Ross M. Simons 74 28 0 24 May 2021
Taylor saves for later: disentanglement for video prediction using Taylor representation Ting Pan Zhuqing Jiang Jianan Han S. Wen Aidong Men Haiying Wang 60 5 0 24 May 2021
GOO: A Dataset for Gaze Object Prediction in Retail Environments Henri Tomas Marcus Reyes Raimarc S. Dionido M. Ty Jonric Mirando Joel Casimiro Rowel Atienza Richard Guinto 65 29 0 22 May 2021
Spatial-temporal Conv-sequence Learning with Accident Encoding for Traffic Flow Prediction Zichuan Liu Rui Zhang Chen Wang Zhu Xiao Hongbo Jiang AI4TS 49 20 0 21 May 2021
Sharing Pain: Using Pain Domain Transfer for Video Recognition of Low Grade Orthopedic Pain in Horses Sofia Broomé K. Ask Maheen Rashid-Engström Pia Haubro Andersen Hedvig Kjellström 74 12 0 21 May 2021
Finding a Needle in a Haystack: Tiny Flying Object Detection in 4K Videos using a Joint Detection-and-Tracking Approach Ryota Yoshihashi Rei Kawakami Shaodi You T. Trinh M. Iida T. Naemura ObjD VOT 57 3 0 18 May 2021
Cross-Modal Progressive Comprehension for Referring Segmentation Si Liu Tianrui Hui Shaofei Huang Yunchao Wei Yue Liu Guanbin Li EgoV VOS 79 130 0 15 May 2021
Post-processing Multi-Model Medium-Term Precipitation Forecasts Using Convolutional Neural Networks Bob de Ruiter AI4Cl 35 3 0 14 May 2021
Temporal-Spatial Feature Pyramid for Video Saliency Detection Qinyao Chang Shiping Zhu 84 27 0 10 May 2021
Modeling the geospatial evolution of COVID-19 using spatio-temporal convolutional sequence-to-sequence neural networks Mário Cardoso A. Cavalheiro Alexandre Borges A. F. Duarte Amilcar Soares M. Pereira N. Nunes L. Azevedo Arlindo L. Oliveira 92 8 0 06 May 2021
FDNet: A Deep Learning Approach with Two Parallel Cross Encoding Pathways for Precipitation Nowcasting Bi Yan Chao Yang F. Chen Kohei Takeda Changjun Wang 60 14 0 06 May 2021
(ASNA) An Attention-based Siamese-Difference Neural Network with Surrogate Ranking Loss function for Perceptual Image Quality Assessment Seyed Mehdi Ayyoubzadeh Ali Royat 66 13 0 06 May 2021