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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 / 1,940 papers shown

Title
Exploring Geometric Deep Learning For Precipitation Nowcasting Shan Zhao Sudipan Saha Zhitong Xiong Niklas Boers Xiaoxiang Zhu 77 1 0 11 Sep 2023
TCGAN: Convolutional Generative Adversarial Network for Time Series Classification and Clustering F. Huang Yangdong Deng GAN AI4TS 62 1 0 09 Sep 2023
ClusterFusion: Leveraging Radar Spatial Features for Radar-Camera 3D Object Detection in Autonomous Vehicles Irfan Tito Kurniawan B. Trilaksono 106 6 0 07 Sep 2023
Reasonable Anomaly Detection in Long Sequences Yalong Jiang Changkang Li AI4TS 83 0 0 06 Sep 2023
Hierarchical-level rain image generative model based on GAN Zhenyuan Liu Tong Jia Xingyu Xing Jianfeng Wu Junyi Chen GAN 50 0 0 06 Sep 2023
Traveling Waves Encode the Recent Past and Enhance Sequence Learning Thomas Anderson Keller L. Muller T. Sejnowski Max Welling AI4TS 71 14 0 03 Sep 2023
Semi-supervised 3D Video Information Retrieval with Deep Neural Network and Bi-directional Dynamic-time Warping Algorithm Yintai Ma Diego Klabjan 45 0 0 03 Sep 2023
Contrastive Grouping with Transformer for Referring Image Segmentation Jiajin Tang Ge Zheng Cheng Shi Sibei Yang ViT 127 41 0 02 Sep 2023
ARFA: An Asymmetric Receptive Field Autoencoder Model for Spatiotemporal Prediction Wenxuan Zhang Xuechao Zou Li Wu Xiaoying Wang Jianqiang Huang Junliang Xing 65 0 0 01 Sep 2023
STint: Self-supervised Temporal Interpolation for Geospatial Data Nidhin Harilal B. Hodge Aneesh Subramanian C. Monteleoni 80 1 0 31 Aug 2023
MMVP: Motion-Matrix-based Video Prediction Yiqi Zhong Luming Liang Ilya Zharkov Ulrich Neumann 83 17 0 30 Aug 2023
MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic Forecasting Mingjie Qiu Zhiyi Tan Bingkun Bao 66 8 0 30 Aug 2023
Deep graphical regression for jointly moderate and extreme Australian wildfires Daniela Cisneros J. Richards Ashok Dahal Luigi Lombardo Raphael Huser 272 21 0 28 Aug 2023
Graph-based Asynchronous Event Processing for Rapid Object Recognition Yijin Li Han Zhou Bangbang Yang Yexin Zhang Zhaopeng Cui Hujun Bao Guofeng Zhang 95 98 0 28 Aug 2023
Interpolation of mountain weather forecasts by machine learning Kazuma Iwase T. Takenawa 53 0 0 27 Aug 2023
How Safe Am I Given What I See? Calibrated Prediction of Safety Chances for Image-Controlled Autonomy Zhenjiang Mao Carson Sobolewski I. Ruchkin 129 9 0 23 Aug 2023
3ET: Efficient Event-based Eye Tracking using a Change-Based ConvLSTM Network Qinyu Chen Zuowen Wang Shih-Chii Liu Chang Gao 82 28 0 22 Aug 2023
TrackFlow: Multi-Object Tracking with Normalizing Flows Gianluca Mancusi Aniello Panariello Angelo Porrello Matteo Fabbri Simone Calderara Rita Cucchiara VOT 59 14 0 22 Aug 2023
Improving Knot Prediction in Wood Logs with Longitudinal Feature Propagation Salim Khazem Jérémy Fix C´edric Pradalier 24 1 0 22 Aug 2023
ILCAS: Imitation Learning-Based Configuration-Adaptive Streaming for Live Video Analytics with Cross-Camera Collaboration Duo Wu Dayou Zhang Miao Zhang Ruoyu Zhang Fang Wang Shuguang Cui 65 9 0 19 Aug 2023
SwinLSTM:Improving Spatiotemporal Prediction Accuracy using Swin Transformer and LSTM Song Tang Chuang Li Pufen Zhang R. Tang AI4TS 76 51 0 19 Aug 2023
Precipitation nowcasting with generative diffusion models Andrea Asperti Fabio Merizzi Alberto Paparella G. Pedrazzi M. Angelinelli Stefano Colamonaco DiffM 81 20 0 13 Aug 2023
Neural Super-Resolution for Real-time Rendering with Radiance Demodulation Jia Li Zi-Yuan Chen Xiaolong Wu Lu Wang Beibei Wang Lei Zhang SupR 59 1 0 13 Aug 2023
RIGID: Recurrent GAN Inversion and Editing of Real Face Videos Yangyang Xu Shengfeng He Kwan-Yee K. Wong Ping Luo 110 9 0 11 Aug 2023
Exploring the Efficacy of Statistical and Deep Learning Methods for Large Spatial Datasets: A Case Study A. Hazra Pratik Nag Rishikesh Yadav Ying Sun 66 4 0 10 Aug 2023
Optimizing Performance of Feedforward and Convolutional Neural Networks through Dynamic Activation Functions Chinmay Rane Kanishka Tyagi M. Manry AI4CE ODL 21 4 0 10 Aug 2023
PETformer: Long-term Time Series Forecasting via Placeholder-enhanced Transformer Shengsheng Lin Weiwei Lin Wentai Wu Song Wang Yongxiang Wang AI4TS 77 21 0 09 Aug 2023
MT-IceNet -- A Spatial and Multi-Temporal Deep Learning Model for Arctic Sea Ice Forecasting Sahara Ali Jianwu Wang AI4Cl 24 8 0 08 Aug 2023
Vehicle Motion Forecasting using Prior Information and Semantic-assisted Occupancy Grid Maps Rabbia Asghar M. Diaz-Zapata Lukas Rummelhard A. Spalanzani Christian Laugier 66 5 0 08 Aug 2023
Frustratingly Easy Model Generalization by Dummy Risk Minimization Juncheng Wang Jindong Wang Xixu Hu Shujun Wang Xingxu Xie 58 2 0 04 Aug 2023
Seeing Behind Dynamic Occlusions with Event Cameras Rong Zou Manasi Muglikar Niko Messikommer Davide Scaramuzza 60 1 0 28 Jul 2023
TEDi: Temporally-Entangled Diffusion for Long-Term Motion Synthesis Zihan Zhang Richard Liu Kfir Aberman Rana Hanocka DiffM 77 30 0 27 Jul 2023
Continuous Time Evidential Distributions for Irregular Time Series Taylor W. Killian Haoran Zhang Thomas Hartvigsen Ava P. Amini OOD EDL 92 0 0 25 Jul 2023
Practical Commercial 5G Standalone (SA) Uplink Throughput Prediction Kasidis Arunruangsirilert J. Katto 16 0 0 23 Jul 2023
FSLens: A Visual Analytics Approach to Evaluating and Optimizing the Spatial Layout of Fire Stations Long-fei Chen He Wang Ouyang Yang Yang Zhou Naiyu Wang Quan Li 60 7 0 23 Jul 2023
Global Precipitation Nowcasting of Integrated Multi-satellitE Retrievals for GPM: A U-Net Convolutional LSTM Architecture Reyhaneh Rahimi Praveen Ravirathinam A. Ebtehaj A. Behrangi J. Tan Vipin Kumar AI4Cl 58 4 0 20 Jul 2023
Intelligent model for offshore China sea fog forecasting Yanfei Xiang Qinghong Zhang Mingqing Wang Rui Xia Y. Kong Xiaomeng Huang 32 1 0 20 Jul 2023
PreDiff: Precipitation Nowcasting with Latent Diffusion Models Zhihan Gao Xingjian Shi Boran Han Hongya Wang Xiaoyong Jin Danielle C. Maddix Yi Zhu Mu Li Bernie Wang BDL DiffM 99 64 0 19 Jul 2023
Rumor Detection with Diverse Counterfactual Evidence Kaiwei Zhang Junchi Yu Haichao Shi Jian Liang Xiao-Yu Zhang 41 26 0 18 Jul 2023
Application of BERT in Wind Power Forecasting-Teletraan's Solution in Baidu KDD Cup 2022 Longxing Tan HONG-YI Yue 40 5 0 18 Jul 2023
TALL: Thumbnail Layout for Deepfake Video Detection Yuting Xu Jian Liang Gengyun Jia Ziming Yang Yanhao Zhang Ran He ViT 151 61 0 14 Jul 2023
S-HR-VQVAE: Sequential Hierarchical Residual Learning Vector Quantized Variational Autoencoder for Video Prediction Mohammad Adiban Kalin Stefanov Sabato Marco Siniscalchi G. Salvi 82 2 0 13 Jul 2023
Unlocking the Potential of Deep Learning in Peak-Hour Series Forecasting Zhenwei Zhang Xin Wang Jingyuan Xie Heling Zhang Yuantao Gu AI4TS 66 7 0 04 Jul 2023
ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection Yuhang Chen Chen Zhang Minghua Ma Yudong Liu Ruomeng Ding Yue Liu Shilin He Saravan Rajmohan Qingwei Lin Dongmei Zhang DiffM 95 52 0 03 Jul 2023
Review helps learn better: Temporal Supervised Knowledge Distillation Dongwei Wang Zhi Han Yanmei Wang Xi’ai Chen Baichen Liu Yandong Tang 146 1 0 03 Jul 2023
DSTCGCN: Learning Dynamic Spatial-Temporal Cross Dependencies for Traffic Forecasting Binqing Wu Ling-Hao Chen GNN AI4TS 91 3 0 02 Jul 2023
Balancing Accuracy and Training Time in Federated Learning for Violence Detection in Surveillance Videos: A Study of Neural Network Architectures Quentin Pajon Swan Serre Hugo Wissocq Léo Rabaud Siba Haidar Antoun Yaacoub FedML 38 2 0 29 Jun 2023
Action-conditioned Deep Visual Prediction with RoAM, a new Indoor Human Motion Dataset for Autonomous Robots Meenakshi Sarkar V. Honkote D. Das D. Ghose 74 2 0 28 Jun 2023
Machine learning in solar physics A. Asensio Ramos Mark C. M. Cheung I. Chifu Ricardo Gafeira AI4CE PINN 57 34 0 27 Jun 2023
Learning Prompt-Enhanced Context Features for Weakly-Supervised Video Anomaly Detection Yujiang Pu Xiaoyu Wu Lulu Yang Shengjin Wang 104 45 0 26 Jun 2023