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 / 1,919 papers shown

Title
Score-based diffusion nowcasting of GOES imagery Randy J. Chase Katherine Haynes Lander Ver Hoef Imme Ebert-Uphoff DiffM 10 0 0 15 May 2025
MFogHub: Bridging Multi-Regional and Multi-Satellite Data for Global Marine Fog Detection and Forecasting Mengqiu Xu Kaixin Chen Heng Guo Yixiang Huang Ming Wu Zhenwei Shi Chuang Zhang Jun Guo 15 0 0 15 May 2025
RainPro-8: An Efficient Deep Learning Model to Estimate Rainfall Probabilities Over 8 Hours Rafael Pablos-Sarabia Joachim Nyborg Morten Birk Jeppe Liborius Sjørup Anders Lillevang Vesterholt Ira Assent BDL AI4Cl 27 0 0 15 May 2025
High-fidelity Grain Growth Modeling: Leveraging Deep Learning for Fast Computations Pungponhavoan Tep Marc Bernacki AI4CE 44 0 0 08 May 2025
Joint Resource Management for Energy-efficient UAV-assisted SWIPT-MEC: A Deep Reinforcement Learning Approach Yue Chen Hui Kang Jiahui Li Geng Su Boxiong Wang Jiacheng Wang Cong Liang Shuang Liang Dusit Niyato 47 0 0 06 May 2025
PeSANet: Physics-encoded Spectral Attention Network for Simulating PDE-Governed Complex Systems Han Wan Rui Zhang Qi Wang Y. Liu Hao Sun PINN 35 0 0 03 May 2025
Global Collinearity-aware Polygonizer for Polygonal Building Mapping in Remote Sensing Fahong Zhang Yilei Shi Xiao Xiang Zhu 38 0 0 02 May 2025
Multidimensional precipitation index prediction based on CNN-LSTM hybrid framework Yuchen Wang Pengfei Jia Zhitao Shu Keyan Liu Abdul Rashid Mohamed Shariff 41 0 0 29 Apr 2025
UNet with Axial Transformer : A Neural Weather Model for Precipitation Nowcasting Maitreya Sonawane Sumit Mamtani 58 0 0 28 Apr 2025
VTire: A Bimodal Visuotactile Tire with High-Resolution Sensing Capability Shoujie Li Jianle Xu Tong Wu Yang Yang Y. Chen Xueqian Wang Wenbo Ding X. Zhang 34 0 0 27 Apr 2025
SSA-UNet: Advanced Precipitation Nowcasting via Channel Shuffling Marco Turzi Siamak Mehrkanoon AI4TS 52 0 0 25 Apr 2025
ECGDeDRDNet: A deep learning-based method for Electrocardiogram noise removal using a double recurrent dense network Sainan xiao Wangdong Yang Buwen Cao Jintao Wu 24 0 0 23 Apr 2025
How to systematically develop an effective AI-based bias correction model? Xiao Zhou Yuze Sun Jie Wu Xiaomeng Huang AI4Cl 29 0 0 21 Apr 2025
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches Guodong Shen Yuqi Ouyang Junru Lu Yixuan Yang Victor Sanchez 28 1 0 20 Apr 2025
Pets: General Pattern Assisted Architecture For Time Series Analysis Xiangkai Ma Xiaobin Hong Wenzhong Li Sanglu Lu AI4TS 27 0 0 19 Apr 2025
Rethinking Traffic Flow Forecasting: From Transition to Generatation Li Shijiao Ma Zhipeng He Huajun Chen Haiyue AI4TS 21 0 0 19 Apr 2025
Physical Scales Matter: The Role of Receptive Fields and Advection in Satellite-Based Thunderstorm Nowcasting with Convolutional Neural Networks Christoph Metzl Kianusch Vahid Yousefnia Richard Müller Virginia Poli Miria Celano Tobias Bölle 34 0 0 14 Apr 2025
Deep Learning Meets Teleconnections: Improving S2S Predictions for European Winter Weather P. Bommer M. Kretschmer Fiona R. Spuler Kirill Bykov Marina M.-C. Höhne AI4Cl 18 0 0 10 Apr 2025
SRVP: Strong Recollection Video Prediction Model Using Attention-Based Spatiotemporal Correlation Fusion Yuseon Kim Kyongseok Park 29 0 0 10 Apr 2025
PINP: Physics-Informed Neural Predictor with latent estimation of fluid flows Huaguan Chen Yang Liu Hao Sun PINN AI4CE 46 0 0 08 Apr 2025
DeepGDel: Deep Learning-based Gene Deletion Prediction Framework for Growth-Coupled Production in Genome-Scale Metabolic Models Ziwei Yang T. Tamura 22 0 0 08 Apr 2025
Balancing long- and short-term dynamics for the modeling of saliency in videos Theodor Wulff Fares Abawi Philipp Allgeuer Stefan Wermter 24 0 0 08 Apr 2025
Multi-resolution Score-Based Variational Graphical Diffusion for Causal Disaster System Modeling and Inference Xuechun Li Shan Gao Susu Xu DiffM 26 0 0 05 Apr 2025
EMF: Event Meta Formers for Event-based Real-time Traffic Object Detection Muhammad Ahmed Ullah Khan Abdul Hannan Khan Andreas Dengel 33 0 0 05 Apr 2025
FLAMES: A Hybrid Spiking-State Space Model for Adaptive Memory Retention in Event-Based Learning Biswadeep Chakraborty Saibal Mukhopadhyay 40 0 0 02 Apr 2025
AttentiveGRU: Recurrent Spatio-Temporal Modeling for Advanced Radar-Based BEV Object Detection Loveneet Saini Mirko Meuter Hasan Tercan Tobias Meisen 52 0 0 01 Apr 2025
Exploring Personalized Federated Learning Architectures for Violence Detection in Surveillance Videos Mohammad Kassir Siba Haidar Antoun Yaacoub 50 0 0 01 Apr 2025
Shape Modeling of Longitudinal Medical Images: From Diffeomorphic Metric Mapping to Deep Learning Edwin Tay Nazli Tümer Amir A. Zadpoor MedIm 47 0 0 27 Mar 2025
UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines Chen Tang Xinzhu Ma Encheng Su Xiufeng Song Xiaohong Liu Wei-Hong Li Lei Bai Wanli Ouyang Xiangyu Yue 3DGS AI4TS 67 0 0 26 Mar 2025
Exploiting Temporal State Space Sharing for Video Semantic Segmentation Syed Ariff Syed Hesham Yun Liu Guolei Sun Henghui Ding Jing Yang Ender Konukoglu Xue Geng Xudong Jiang 51 1 0 26 Mar 2025
A Spatial-temporal Deep Probabilistic Diffusion Model for Reliable Hail Nowcasting with Radar Echo Extrapolation Haonan Shi Long Tian Jie Tao Yufei Li Liming Wang Xiyang Liu AI4Cl 25 0 0 26 Mar 2025
Towards Scalable Modeling of Compressed Videos for Efficient Action Recognition Shristi Das Biswas Efstathia Soufleri Arani Roy Kaushik Roy 54 0 0 17 Mar 2025
Probabilistic Forecasting for Dynamical Systems with Missing or Imperfect Data Siddharth Rout Eldad Haber Stéphane Gaudreault AI4TS AI4CE 55 0 0 15 Mar 2025
GMG: A Video Prediction Method Based on Global Focus and Motion Guided Yuhao Du Hui Liu Haoxiang Peng Xinyuan Chen Chenrong Wu J. Zhang 59 0 0 14 Mar 2025
Bottom-up Iterative Anomalous Diffusion Detector (BI-ADD) Junwoo Park Nataliya Sokolovska Clément Cabriel Ignacio Izeddin Judith Miné-Hattab 42 0 0 14 Mar 2025
FG-DFPN: Flow Guided Deformable Frame Prediction Network M. Akın Yılmaz Ahmet Bilican A. Murat Tekalp 39 0 0 14 Mar 2025
PIMRL: Physics-Informed Multi-Scale Recurrent Learning for Spatiotemporal Prediction Han Wan Qi Wang Hao Sun Hao Sun AI4CE 46 0 0 13 Mar 2025
A Deep-Learning Iterative Stacked Approach for Prediction of Reactive Dissolution in Porous Media Marcos Cirne Hannah Menke A. Abdellatif Julien Maes Florian Doster A. Elsheikh AI4CE 52 0 0 11 Mar 2025
Synthetic Data Generation for Minimum-Exposure Navigation in a Time-Varying Environment using Generative AI Models Nachiket U. Bapat Randy C. Paffenroth Raghvendra V. Cowlagi 47 0 0 09 Mar 2025
Exploring FMCW Radars and Feature Maps for Activity Recognition: A Benchmark Study Ali Samimi Fard Mohammadreza Mashhadigholamali Samaneh Zolfaghari Hajar Abedi Mainak Chakraborty Luigi Borzì Masoud Daneshtalab George Shaker 59 0 0 07 Mar 2025
Implicit Neural Representation for Video and Image Super-Resolution M. Aiyetigbo Wanqi Yuan Feng Luo Nianyi Li SupR 54 0 0 06 Mar 2025
LangGas: Introducing Language in Selective Zero-Shot Background Subtraction for Semi-Transparent Gas Leak Detection with a New Dataset Wenqi Guo Yiyang Du Shan Du 73 1 0 04 Mar 2025
SVDC: Consistent Direct Time-of-Flight Video Depth Completion with Frequency Selective Fusion Xuan Zhu Jijun Xiang Xianqi Wang Longliang Liu Y. Wang H. Zhang Fei Guo Xin-She Yang 58 1 0 03 Mar 2025
GraphSparseNet: a Novel Method for Large Scale Traffic Flow Prediction Weiyang Kong Kaiqi Wu Sen Zhang Yubao Liu AI4TS GNN 71 0 0 27 Feb 2025
CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer Yang Liu Zinan Zheng Jiashun Cheng Fugee Tsung Deli Zhao Yu Rong J. Li 76 1 0 27 Feb 2025
BeamVQ: Beam Search with Vector Quantization to Mitigate Data Scarcity in Physical Spatiotemporal Forecasting Weiyan Wang Xingjian Shi Ruiqi Shu Yuan Gao Rui Chen ... Shuaipeng Li Yangyu Tao Di Wang Hao Wu Xiaomeng Huang 59 0 0 26 Feb 2025
High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation Ziye Wang Yiran Qin Lin Zeng Ruimao Zhang 60 0 0 24 Feb 2025
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications Ibrahim Fayad Max Zimmer Martin Schwartz P. Ciais Fabian Gieseke Gabriel Belouze Sarah Brood A. D. Truchis Alexandre d’Aspremont AI4TS 38 0 0 24 Feb 2025
Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning Minbo Ma Kai Tang Huan Li Fei Teng Dalin Zhang Tianrui Li AI4TS 34 0 0 24 Feb 2025
An Expert Ensemble for Detecting Anomalous Scenes, Interactions, and Behaviors in Autonomous Driving Tianchen Ji Neeloy Chakraborty Andre Schreiber Katherine Rose Driggs-Campbell 102 1 0 23 Feb 2025