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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
Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network Xue-yuan Guo Bo Zhou D. Pigg Bruce Spottiswoode M. Casey Chi Liu Nicha Dvornek MedIm 46 18 0 13 Jun 2022
Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction Lihuan Li Maurice Pagnucco Yang Song 92 61 0 12 Jun 2022
STIP: A SpatioTemporal Information-Preserving and Perception-Augmented Model for High-Resolution Video Prediction Zheng Chang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 71 4 0 09 Jun 2022
SimVP: Simpler yet Better Video Prediction Zhangyang Gao Cheng Tan Lirong Wu Stan Z. Li 102 222 0 09 Jun 2022
Unsupervised Knowledge Adaptation for Passenger Demand Forecasting Can Li Lei Bai Wei Liu L. Yao Travis Waller AI4TS 41 3 0 08 Jun 2022
Task Agnostic Restoration of Natural Video Dynamics M. K. Ali Dong-Jin Kim Tae Hyun Kim VGen 60 0 0 08 Jun 2022
An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning Tiehua Zhang Yuze Liu Zhishu Shen Ruiqian Xu Xin Chen Xiaowei Huang Xi Zheng FedML AI4TS 100 12 0 07 Jun 2022
Improving trajectory calculations using deep learning inspired single image superresolution Rudiger Brecht L. Bakels Alexander Bihlo A. Stohl 64 0 0 07 Jun 2022
MS-RNN: A Flexible Multi-Scale Framework for Spatiotemporal Predictive Learning Zhifeng Ma Hao Zhang Jie Liu HAI AI4CE 100 12 0 07 Jun 2022
Statistical Deep Learning for Spatial and Spatio-Temporal Data C. Wikle A. Zammit‐Mangion BDL 154 50 0 05 Jun 2022
A Survey on Deep Learning based Channel Estimation in Doubly Dispersive Environments Abdul Karim Gizzini Marwa Chafii 90 31 0 05 Jun 2022
Long Short-Term Memory to predict 3D Amino acids Positions in GPCR Molecular Dynamics J. López-Correa Caroline König A. Vellido 48 1 0 02 Jun 2022
Modeling Image Composition for Complex Scene Generation Zuopeng Yang Daqing Liu Chaoyue Wang J. Yang Dacheng Tao ViT 113 52 0 02 Jun 2022
Continuous Temporal Graph Networks for Event-Based Graph Data Jin Guo Zhen Han Zhou Su Jiliang Li Volker Tresp Yuyi Wang AI4CE 89 5 0 31 May 2022
Deep Learning-based Spatially Explicit Emulation of an Agent-Based Simulator for Pandemic in a City Varun Madhavan Adway Mitra P. Chakrabarti AI4CE 48 0 0 28 May 2022
Deep Learning Fetal Ultrasound Video Model Match Human Observers in Biometric Measurements Szymon Płotka Adam Klasa Aneta Lisowska Joanna Seliga-Siwecka M. Lipa Tomasz Trzciñski Arkadiusz Sitek 55 35 0 27 May 2022
Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models Minting Pan Xiangming Zhu Yunbo Wang Xiaokang Yang 103 42 0 27 May 2022
Effective Abstract Reasoning with Dual-Contrast Network Tao Zhuo Mohan S. Kankanhalli 78 41 0 27 May 2022
SwinVRNN: A Data-Driven Ensemble Forecasting Model via Learned Distribution Perturbation Yuan Hu Lei Chen Zhibin Wang Hao Li OOD 76 49 0 26 May 2022
Deep-learning-based prediction of nanoparticle phase transitions during in situ transmission electron microscopy W. Fu Steven Spurgeon Chongmin Wang Yuyan Shao Wei Wang A. Peles 91 1 0 23 May 2022
Deep Learning for Visual Speech Analysis: A Survey Changchong Sheng Gangyao Kuang L. Bai Chen Hou Y. Guo Xin Xu M. Pietikäinen Li Liu VLM 98 36 0 22 May 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Xiuming Zhang Lei Li VOT 176 17 0 22 May 2022
Deep Learning for Omnidirectional Vision: A Survey and New Perspectives Hao Ai Zidong Cao Jin Zhu Haotian Bai Yucheng Chen Ling Wang 98 36 0 21 May 2022
BabyNet: Residual Transformer Module for Birth Weight Prediction on Fetal Ultrasound Video Szymon Płotka Michal K. Grzeszczyk R. Brawura-Biskupski-Samaha P. Gutaj M. Lipa Tomasz Trzciñski Arkadiusz Sitek 3DH MedIm 40 17 0 19 May 2022
Computing the ensemble spread from deterministic weather predictions using conditional generative adversarial networks Rudiger Brecht Alexander Bihlo 55 17 0 18 May 2022
Anomaly detection using prediction error with Spatio-Temporal Convolutional LSTM Hanh T. M. Tran David C. Hogg AI4TS 51 1 0 18 May 2022
Performing Video Frame Prediction of Microbial Growth with a Recurrent Neural Network Connor Robertson J. Wilmoth S. Retterer M. Fuentes-Cabrera 88 2 0 12 May 2022
Spatial-Temporal Space Hand-in-Hand: Spatial-Temporal Video Super-Resolution via Cycle-Projected Mutual Learning Mengshun Hu Kui Jiang Liang Liao Jing Xiao Junjun Jiang Zheng Wang SupR 65 33 0 11 May 2022
DL4DS -- Deep Learning for empirical DownScaling C. G. Gomez Gonzalez AI4Cl AI4CE 46 6 0 07 May 2022
Predicting Future Occupancy Grids in Dynamic Environment with Spatio-Temporal Learning K. S. Mann Abhishek Tomy Anshul K. Paigwar A. Renzaglia Christian Laugier 72 11 0 06 May 2022
ST-ExpertNet: A Deep Expert Framework for Traffic Prediction Hongjun Wang Jiyuan Chen Z. Fan Zhiwen Zhang Zekun Cai Xuan Song MoE 57 10 0 05 May 2022
MMINR: Multi-frame-to-Multi-frame Inference with Noise Resistance for Precipitation Nowcasting with Radar Feng Sun Cong Bai 59 1 0 05 May 2022
Learning from Pixel-Level Noisy Label : A New Perspective for Light Field Saliency Detection Mingtao Feng Li-Yu Daisy Liu Liangkai Zhang Hongshan Yu Yaonan Wang Ajmal Mian 71 18 0 28 Apr 2022
Memory based neural networks for end-to-end autonomous driving Sergio Paniego Blanco Sakshay Mahna Utkarsh Aashu Mishra J. Cañas 3DV 47 0 0 27 Apr 2022
Where and What: Driver Attention-based Object Detection Yao Rong Naemi-Rebecca Kassautzki Wolfgang Fuhl Enkelejda Kasneci 87 6 0 26 Apr 2022
BronchoPose: an analysis of data and model configuration for vision-based bronchoscopy pose estimation Juan Borrego-Carazo Carles Sánchez David Castells-Rufas J. Carrabina D. Gil 62 13 0 25 Apr 2022
Working memory inspired hierarchical video decomposition with transformative representations Binjie Qin Haohao Mao Ruipeng Zhang Y. Zhu Song Ding Xu Chen 96 1 0 21 Apr 2022
STAU: A SpatioTemporal-Aware Unit for Video Prediction and Beyond Zheng Chang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 90 1 0 20 Apr 2022
LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations Jaehoon Lee Jinsung Jeon Sheo Yon Jhin Jihyeon Hyeong Jayoung Kim Minju Jo Kook Seungji Noseong Park AI4TS 60 2 0 19 Apr 2022
An advanced spatio-temporal convolutional recurrent neural network for storm surge predictions Ehsan Adeli Luning Sun Jianxun Wang A. Taflanidis 16 16 0 18 Apr 2022
STONet: A Neural-Operator-Driven Spatio-temporal Network Haitao Lin Guojiang Zhao Lirong Wu Stan Z. Li AI4TS AI4CE 70 1 0 18 Apr 2022
Robust PCA Unrolling Network for Super-resolution Vessel Extraction in X-ray Coronary Angiography Binjie Qin Haohao Mao Yiming Liu Jun Zhao Yisong Lv Y. Zhu Song Ding Xu Chen 58 23 0 16 Apr 2022
Detecting Violence in Video Based on Deep Features Fusion Technique Heyam M. Bin Jahlan Lamiaa A. Elrefaei 44 11 0 15 Apr 2022
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization Chaoli Wang J. Han 96 38 0 13 Apr 2022
Self-Supervised Traffic Advisors: Distributed, Multi-view Traffic Prediction for Smart Cities Jiankai Sun Shreyas Kousik David Fridovich-Keil Mac Schwager 61 5 0 13 Apr 2022
The MIT Supercloud Workload Classification Challenge Benny J. Tang Qiqi Chen Matthew L. Weiss Nathan C. Frey Joseph McDonald ... Lindsey McEvoy Baolin Li Devesh Tiwari V. Gadepally S. Samsi 67 2 0 12 Apr 2022
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition C. Nwoye Deepak Alapatt Tong Yu Armine Vardazaryan Fangfang Xia ... Didier Mutter Pietro Mascagni B. Seeliger Cristians Gonzalez N. Padoy 60 53 0 10 Apr 2022
A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification Hengchao Li Wen-Shuai Hu Wei Li Jun Li Q. Du Antonio J. Plaza 57 97 0 09 Apr 2022
Multimodal Quasi-AutoRegression: Forecasting the visual popularity of new fashion products Stefanos-Iordanis Papadopoulos C. Koutlis Symeon Papadopoulos Y. Kompatsiaris 85 21 0 08 Apr 2022
Graph Neural Networks Designed for Different Graph Types: A Survey J. M. Thomas Alice Moallemy-Oureh Silvia Beddar-Wiesing Clara Holzhuter 143 31 0 06 Apr 2022