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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
ConvFormer: Parameter Reduction in Transformer Models for 3D Human Pose Estimation by Leveraging Dynamic Multi-Headed Convolutional Attention Alec Diaz-Arias Dmitriy Shin ViT 55 11 0 04 Apr 2023
Astronomical image time series classification using CONVolutional attENTION (ConvEntion) Anass Bairouk Marc Chaumont D. Fouchez Jerome Paquet Frédéric Comby J. Bautista 54 2 0 03 Apr 2023
TLAG: An Informative Trigger and Label-Aware Knowledge Guided Model for Dialogue-based Relation Extraction Hao An Dongsheng Chen Weiyuan Xu Zhihong Zhu Yuexian Zou 95 2 0 30 Mar 2023
Multi-modal learning for geospatial vegetation forecasting V. Benson Claire Robin C. Requena-Mesa Lazaro Alonso Nuno Carvalhais José A. Cortés Zhihan Gao Nora Linscheid M. Weynants Markus Reichstein 81 12 0 28 Mar 2023
System-status-aware Adaptive Network for Online Streaming Video Understanding Lin Geng Foo Jia Gong Zhipeng Fan Jing Liu AI4TS 73 15 0 28 Mar 2023
Model-Based Reinforcement Learning with Isolated Imaginations Minting Pan Xiangming Zhu Yitao Zheng Yunbo Wang Xiaokang Yang 91 0 0 27 Mar 2023
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey G. Jin Yuxuan Liang Yuchen Fang Zezhi Shao Jincai Huang Junbo Zhang Yu Zheng AI4TS AI4CE 138 209 0 25 Mar 2023
Pitchclass2vec: Symbolic Music Structure Segmentation with Chord Embeddings Nicolas Lazzari Andrea Poltronieri Valentina Presutti 75 7 0 24 Mar 2023
Efficient Mixed-Type Wafer Defect Pattern Recognition Using Compact Deformable Convolutional Transformers Nitish Shukla ViT 21 0 0 24 Mar 2023
Multimodal Adaptive Fusion of Face and Gait Features using Keyless attention based Deep Neural Networks for Human Identification Ashwin Prakash S. Thejaswin Athira M. Nambiar Alexandre Bernardino CVBM 50 2 0 24 Mar 2023
Human Behavior in the Time of COVID-19: Learning from Big Data Hanjia Lyu Arsal Imtiaz Yufei Zhao Jiebo Luo 60 6 0 23 Mar 2023
Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection Hui Lv Zhongqi Yue Qianru Sun Bin Luo Zhen Cui Hanwang Zhang WSOD 88 74 0 22 Mar 2023
ResDTA: Predicting Drug-Target Binding Affinity Using Residual Skip Connections Partho Ghosh M. Haque 16 1 0 20 Mar 2023
Graph Neural Rough Differential Equations for Traffic Forecasting Jeongwhan Choi Noseong Park AI4TS 65 17 0 20 Mar 2023
Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review Sibo Cheng César Quilodrán-Casas Said Ouala A. Farchi Che Liu ... Weiping Ding Yike Guo A. Carrassi Marc Bocquet Rossella Arcucci AI4CE 81 136 0 18 Mar 2023
Dual Memory Aggregation Network for Event-Based Object Detection with Learnable Representation Dongsheng Wang Xu Jia Yang Zhang Xinyu Zhang Yaoyuan Wang Ziyang Zhang D. Wang Huchuan Lu 52 19 0 17 Mar 2023
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction Xiaotao Hu Zhewei Huang Ailin Huang Jun Xu Shuchang Zhou VGen 102 71 0 17 Mar 2023
TKN: Transformer-based Keypoint Prediction Network For Real-time Video Prediction Haoran Li Pengyuan Zhou Yi-Wen Lin Y. Hao Haiyong Xie Yong Liao ViT AI4TS 52 1 0 17 Mar 2023
Forecasting Intraday Power Output by a Set of PV Systems using Recurrent Neural Networks and Physical Covariates P. Bruneau D. Fiorelli Christian Braun Daniel Koster BDL 16 0 0 15 Mar 2023
InstMove: Instance Motion for Object-centric Video Segmentation Qihao Liu Junfeng Wu Yi Jiang Xiang Bai Alan Yuille S. Bai OCL VOS 112 6 0 14 Mar 2023
Implicit Stacked Autoregressive Model for Video Prediction Min-seok Seo Hakjin Lee Do-Yeon Kim Junghoon Seo VGen 63 17 0 14 Mar 2023
FPTN: Fast Pure Transformer Network for Traffic Flow Forecasting Junhao Zhang Junjie Tang Junchen Jin Zehui Qu AI4TS 21 2 0 14 Mar 2023
BCSSN: Bi-direction Compact Spatial Separable Network for Collision Avoidance in Autonomous Driving Haichuan Li Liguo Zhou Alois Knoll 34 0 0 12 Mar 2023
SAR-UNet: Small Attention Residual UNet for Explainable Nowcasting Tasks Mathieu Renault S. Mehrkanoon AI4TS 52 6 0 12 Mar 2023
Continual Visual Reinforcement Learning with A Life-Long World Model Wendong Zhang Geng Chen Xiangming Zhu Siyu Gao Yunbo Wang Xiaokang Yang Xiaokang Yang CLL 95 3 0 12 Mar 2023
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design F. M. Barbosa Fernando Santos Osório 62 2 0 08 Mar 2023
MOSO: Decomposing MOtion, Scene and Object for Video Prediction M. Sun Weining Wang Xinxin Zhu Jing Liu 95 14 0 07 Mar 2023
MetaPhysiCa: OOD Robustness in Physics-informed Machine Learning S Chandra Mouli M. A. Alam Bruno Ribeiro OOD 67 4 0 06 Mar 2023
EvHandPose: Event-based 3D Hand Pose Estimation with Sparse Supervision Jianping Jiang Jiahe Li Baowen Zhang Xiaoming Deng Boxin Shi 95 8 0 06 Mar 2023
Travel Demand Forecasting: A Fair AI Approach Xiaojian Zhang Qian Ke Xilei Zhao AI4TS 51 4 0 03 Mar 2023
BIFRNet: A Brain-Inspired Feature Restoration DNN for Partially Occluded Image Recognition Jiahong Zhang Lihong Cao Qiuxia Lai Binyao Li Yunxiao Qin 68 4 0 02 Mar 2023
FuNVol: A Multi-Asset Implied Volatility Market Simulator using Functional Principal Components and Neural SDEs Vedant Choudhary S. Jaimungal Maxime Bergeron 91 13 0 01 Mar 2023
Finding the right XAI method -- A Guide for the Evaluation and Ranking of Explainable AI Methods in Climate Science P. Bommer M. Kretschmer Anna Hedström Dilyara Bareeva Marina M.-C. Höhne 107 39 0 01 Mar 2023
Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction Xing Wang Kexin Yang Zhendong Wang Junlan Feng Lin Zhu Juan Zhao Chao Deng 38 12 0 28 Feb 2023
Continuous Space-Time Video Super-Resolution Utilizing Long-Range Temporal Information Yuantong Zhang Daiqin Yang Zhenzhong Chen Wenpeng Ding SupR 92 1 0 26 Feb 2023
Edge-Based Detection and Localization of Adversarial Oscillatory Load Attacks Orchestrated By Compromised EV Charging Stations Khaled Sarieddine M. Sayed Sadegh Torabi Ribal Atallah C. Assi 25 18 0 24 Feb 2023
Object-Centric Video Prediction via Decoupling of Object Dynamics and Interactions Angel Villar-Corrales Ismail Wahdan Sven Behnke OCL 121 7 0 23 Feb 2023
Learning from Predictions: Fusing Training and Autoregressive Inference for Long-Term Spatiotemporal Forecasts Pantelis R. Vlachas Petros Koumoutsakos AI4TS AI4CE 97 7 0 22 Feb 2023
Analysis of Real-Time Hostile Activitiy Detection from Spatiotemporal Features Using Time Distributed Deep CNNs, RNNs and Attention-Based Mechanisms Labib Ahmed Siddique Rabita Junhai Tanzim Reza Salman Sayeed Khan TANVIR RAHMAN 21 4 0 21 Feb 2023
An Efficient Two-stage Gradient Boosting Framework for Short-term Traffic State Estimation Yichao Lu 90 1 0 21 Feb 2023
Deep Vision in Analysis and Recognition of Radar Data: Achievements, Advancements and Challenges Qi Liu Zhiyun Yang Ru Ji Yonghong Zhang Muhammad Bilal Xiaodong Liu S. Vimal Xiaolong Xu 55 0 0 20 Feb 2023
NU-AIR -- A Neuromorphic Urban Aerial Dataset for Detection and Localization of Pedestrians and Vehicles Craig Iaboni Thomas Kelly Pramod Abichandani 67 2 0 18 Feb 2023
Learning a model is paramount for sample efficiency in reinforcement learning control of PDEs Stefan Werner Sebastian Peitz 113 9 0 14 Feb 2023
CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection C. Nwoye Tong Yu Saurav Sharma Aditya Murali Deepak Alapatt ... Pietro Mascagni B. Seeliger Cristians Gonzalez Didier Mutter N. Padoy 102 20 0 13 Feb 2023
SpReME: Sparse Regression for Multi-Environment Dynamic Systems Moonjeong Park Youngbin Choi Namhoon Lee Dongwoo Kim 72 1 0 12 Feb 2023
WF-UNet: Weather Fusion UNet for Precipitation Nowcasting Christos Kaparakis S. Mehrkanoon 61 4 0 08 Feb 2023
Unsupervised Deep Learning for IoT Time Series Ya Liu Ying Zhou Kai Yang Xiao Wang AI4TS 116 36 0 07 Feb 2023
Spatio-Temporal Point Process for Multiple Object Tracking Tao Wang Kean Chen Weiyao Lin John See Zenghui Zhang Qian Xu Xiaoshuo Jia VOT 75 23 0 05 Feb 2023
Multivariate Time Series Anomaly Detection via Dynamic Graph Forecasting Katrina Chen M. Feng T. Wirjanto AI4TS 22 6 0 04 Feb 2023
Synthesis-based Imaging-Differentiation Representation Learning for Multi-Sequence 3D/4D MRI Luyi Han T. Tan Tianyu Zhang Yunzhi Huang Xin Eric Wang Yuan Gao Jonas Teuwen R. Mann MedIm 70 11 0 01 Feb 2023