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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"

50 / 1,939 papers shown

Title
Advancing Video Anomaly Detection: A Concise Review and a New Dataset Liyun Zhu Lei Wang Arjun Raj Tom Gedeon Chen Chen 104 22 0 07 Feb 2024
CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling Junchao Gong Lei Bai Peng Ye Wanghan Xu Na Liu Jianhua Dai Xiaokang Yang Wanli Ouyang AI4Cl 106 13 0 06 Feb 2024
Modeling Spatio-temporal Dynamical Systems with Neural Discrete Learning and Levels-of-Experts Kun Wang Hao Wu Guibin Zhang Sihang Li Yuxuan Liang Yuankai Wu Roger Zimmermann Yang Wang 77 11 0 06 Feb 2024
A Computer Vision Based Approach for Stalking Detection Using a CNN-LSTM-MLP Hybrid Fusion Model Murad Hasan Shahriar Iqbal Md. Billal Hossain Faisal Md. Musnad Hossin Neloy Md. Tonmoy Kabir Md. Tanzim Reza Md. Golam Rabiul Alam Md Zia Uddin 24 0 0 05 Feb 2024
SiMA-Hand: Boosting 3D Hand-Mesh Reconstruction by Single-to-Multi-View Adaptation Yinqiao Wang Hao Xu Pheng-Ann Heng Chi-Wing Fu 3DH 65 1 0 02 Feb 2024
Positional Encoding Helps Recurrent Neural Networks Handle a Large Vocabulary Takashi Morita 87 3 0 31 Jan 2024
ATPPNet: Attention based Temporal Point cloud Prediction Network Kaustab Pal Aditya Sharma Avinash Sharma K. M. Krishna 3DPC 79 3 0 30 Jan 2024
When Large Language Models Meet Vector Databases: A Survey Zhi Jing Yongye Su Yikun Han Bo Yuan Haiyun Xu Chunjiang Liu Kehai Chen Min Zhang 138 38 0 30 Jan 2024
Combining Satellite and Weather Data for Crop Type Mapping: An Inverse Modelling Approach Praveen Ravirathinam Rahul Ghosh A. Khandelwal X. Jia David Mulla Vipin Kumar 46 4 0 29 Jan 2024
Spatial Decomposition and Temporal Fusion based Inter Prediction for Learned Video Compression Xihua Sheng Li Li Dong Liu Houqiang Li 78 18 0 29 Jan 2024
VN-Net: Vision-Numerical Fusion Graph Convolutional Network for Sparse Spatio-Temporal Meteorological Forecasting Yutong Xiong Xun Zhu Ming Wu Weiqing Li Fanbin Mo Chuang Zhang Bin Zhang AI4TS 53 1 0 26 Jan 2024
Continuously Evolving Graph Neural Controlled Differential Equations for Traffic Forecasting Jiajia Wu Ling Chen AI4TS 86 3 0 26 Jan 2024
SemanticSLAM: Learning based Semantic Map Construction and Robust Camera Localization Mingyang Li Yue Ma Qinru Qiu 55 1 0 23 Jan 2024
Truck Parking Usage Prediction with Decomposed Graph Neural Networks Rei Tamaru Yang Cheng Steven T. Parker Ernie Perry Bin Ran S. Ahn 118 0 0 23 Jan 2024
Collaborative Position Reasoning Network for Referring Image Segmentation Jianjian Cao Beiya Dai Yulin Li Xiameng Qin Jingdong Wang 94 0 0 22 Jan 2024
GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting Eloy Reulen S. Mehrkanoon 74 4 0 18 Jan 2024
E2HQV: High-Quality Video Generation from Event Camera via Theory-Inspired Model-Aided Deep Learning Qiang Qu Yiran Shen Xiaoming Chen Yuk Ying Chung Tongliang Liu VGen 88 11 0 16 Jan 2024
Multitask Learning in Minimally Invasive Surgical Vision: A Review Oluwatosin O. Alabi Tom Vercauteren Miaojing Shi 80 1 0 16 Jan 2024
GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting Lorand Vatamany S. Mehrkanoon AI4TS 54 4 0 15 Jan 2024
Behavioural Cloning in VizDoom Ryan Spick Timothy Bradley Ayush Raina P. Amadori Guy Moss LM&Ro 52 1 0 08 Jan 2024
A multimodal gesture recognition dataset for desktop human-computer interaction Qi Wang Fengchao Zhu Guangming Zhu Liang Zhang Ning Li Eryang Gao 66 0 0 08 Jan 2024
Predicting the Skies: A Novel Model for Flight-Level Passenger Traffic Forecasting Sian Ehsani Elina Sergeeva Wendy Murdy Benjamin Fox 59 0 0 07 Jan 2024
Real-Time 2D Temperature Field Prediction in Metal Additive Manufacturing Using Physics-Informed Neural Networks Pouyan Sajadi M. Rahmani Dehaghani Yifan Tang G. G. Wang PINN AI4CE 33 0 0 04 Jan 2024
Continuous-time Autoencoders for Regular and Irregular Time Series Imputation Hyowon Wi Yehjin Shin Noseong Park BDL AI4TS 101 5 0 27 Dec 2023
Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting Minbo Ma Jilin Hu Christian S. Jensen Fei Teng Peng Han Zhiqiang Xu Tian-Jie Li AI4TS 73 4 0 27 Dec 2023
TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning Jiexi Liu Songcan Chen AI4TS 77 40 0 25 Dec 2023
RoboFiSense: Attention-Based Robotic Arm Activity Recognition with WiFi Sensing Rojin Zandi Kian Behzad Elaheh Motamedi Hojjat Salehinejad Milad Siami 112 10 0 23 Dec 2023
Learning from Emergence: A Study on Proactively Inhibiting the Monosemantic Neurons of Artificial Neural Networks Jiachuan Wang Shimin Di Lei Chen Charles Wang Wai Ng 22 4 0 17 Dec 2023
Benchmarks for Physical Reasoning AI Andrew Melnik Robin Schiewer Moritz Lange Andrei Muresanu Mozhgan Saeidi Animesh Garg Helge J. Ritter 103 9 0 17 Dec 2023
LSTM Network Analysis of Vehicle-Type Fatalities on Great Britain's Roads Abiodun Finbarrs Oketunji James Hanify Salter Heffron-Smith 18 0 0 14 Dec 2023
Semi-Supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix Kewei Wang Yizheng Wu Zhiyu Pan Xingyi Li Ke Xian Zhe Wang Zhiguo Cao Guo-Shing Lin 79 7 0 13 Dec 2023
Earthfarseer: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model Hao Wu Yuxuan Liang Wei Xiong Zhengyang Zhou Wei-Ming Huang Shilong Wang Kun Wang AI4TS 111 10 0 13 Dec 2023
GenHowTo: Learning to Generate Actions and State Transformations from Instructional Videos Tomávs Souvcek Dima Damen Michael Wray Ivan Laptev Josef Sivic VGen 86 21 0 12 Dec 2023
MCFNet: Multi-scale Covariance Feature Fusion Network for Real-time Semantic Segmentation Xiaojie Fang Xingguo Song Xiangyin Meng Xu Fang Sheng Jin 45 0 0 12 Dec 2023
DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting Demin Yu Xutao Li Yunming Ye Baoquan Zhang Chuyao Luo Kuai Dai Rui Wang Xunlai Chen 110 22 0 11 Dec 2023
Experimental Insights Towards Explainable and Interpretable Pedestrian Crossing Prediction Angie Nataly Melo Carlota Salinas Miguel Ángel Sotelo 54 3 0 05 Dec 2023
Deterministic Guidance Diffusion Model for Probabilistic Weather Forecasting Donggeun Yoon Minseok Seo Do-Yun Kim Yeji Choi Donghyeon Cho DiffM 91 7 0 05 Dec 2023
Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey Shengchao Chen Guodong Long Jing Jiang Dikai Liu Chengqi Zhang SyDa AI4CE 129 25 0 05 Dec 2023
Deep Ensembles Meets Quantile Regression: Uncertainty-aware Imputation for Time Series Ying Liu Peng Cui Wenbo Hu Richang Hong DiffM BDL AI4TS 65 1 0 03 Dec 2023
Motion Informed Needle Segmentation in Ultrasound Images Raghavv Goel Cecilia G. Morales Manpreet Singh Artur Dubrawski J. Galeotti Howie Choset 46 0 0 02 Dec 2023
Short-term Precipitation Forecasting in The Netherlands: An Application of Convolutional LSTM neural networks to weather radar data Petros Demetrakopoulos 22 1 0 02 Dec 2023
DeepDR: Deep Structure-Aware RGB-D Inpainting for Diminished Reality Christina Schwarz-Gsaxner Shohei Mori Dieter Schmalstieg Jan Egger Gerhard Paar Werner Bailer Denis Kalkofen 66 5 0 01 Dec 2023
QIENet: Quantitative irradiance estimation network using recurrent neural network based on satellite remote sensing data Longfeng Nie Yuntian Chen Dong-juan Zhang Xinyue Liu Wentian Yuan 69 4 0 01 Dec 2023
RainAI -- Precipitation Nowcasting from Satellite Data Rafael Pablos-Sarabia Joachim Nyborg Morten Birk Ira Assent 61 0 0 30 Nov 2023
Learning Robust Precipitation Forecaster by Temporal Frame Interpolation Lu Han Xu-Yang Chen Han-Jia Ye De-Chuan Zhan 75 0 0 30 Nov 2023
PAUNet: Precipitation Attention-based U-Net for rain prediction from satellite radiance data P. J. Reddy Harish Baki Sandeep Chinta Richard Matear John Taylor 48 0 0 30 Nov 2023
Precipitation Prediction Using an Ensemble of Lightweight Learners Xinzhe Li Sun Rui Yiming Niu Yao Liu 28 2 0 30 Nov 2023
LEOD: Label-Efficient Object Detection for Event Cameras Ziyi Wu Mathias Gehrig Qing Lyu Xudong Liu Igor Gilitschenski 83 16 0 29 Nov 2023
ChatTraffic: Text-to-Traffic Generation via Diffusion Model Chengyang Zhang Yong Zhang Qitan Shao Bo Li Yisheng Lv Xinglin Piao Baocai Yin 75 7 0 27 Nov 2023
Sparse Pedestrian Character Learning for Trajectory Prediction Yonghao Dong Le Wang Sanpin Zhou Gang Hua Changyin Sun 76 3 0 27 Nov 2023