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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
SpikeCodec: An End-to-end Learned Compression Framework for Spiking Camera Kexiang Feng Chuanmin Jia Siwei Ma Wen Gao 23 5 0 25 Jun 2023
Real-World Video for Zoom Enhancement based on Spatio-Temporal Coupling Zhiling Guo Yinqiang Zheng H. Zhang Xiaodan Shi Zekun Cai Ryosuke Shibasaki Jinyue Yan 51 0 0 24 Jun 2023
Neural Multigrid Memory For Computational Fluid Dynamics Duc Minh Nguyen Minh Nhat Vu T. Nguyen T. Huynh Nguyen Tri Nguyen Truong-Son Hy AI4CE 92 1 0 21 Jun 2023
SkyGPT: Probabilistic Short-term Solar Forecasting Using Synthetic Sky Videos from Physics-constrained VideoGPT Yuhao Nie E. Zelikman Andea Scott Quentin Paletta A. Brandt 113 3 0 20 Jun 2023
Computing a human-like reaction time metric from stable recurrent vision models L. Goetschalckx L. Govindarajan A. Ashok A. Ahuja David L. Sheinberg Thomas Serre 58 8 0 20 Jun 2023
Spatio-temporal DeepKriging for Interpolation and Probabilistic Forecasting Pratik Nag Ying Sun Brian J. Reich 54 18 0 20 Jun 2023
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning Cheng Tan Siyuan Li Zhangyang Gao Wen-Cai Guan Zedong Wang Zicheng Liu Lirong Wu Stan Z. Li AI4TS 106 62 0 20 Jun 2023
Convolutional GRU Network for Seasonal Prediction of the El Niño-Southern Oscillation Lingda Wang Savana Ammons V. M. Hur Ryan Sriver Zhizhen Zhao AI4Cl 58 3 0 18 Jun 2023
Fast Fourier Inception Networks for Occluded Video Prediction Ping Li Chenhan Zhang Xianghua Xu 70 8 0 17 Jun 2023
Kriging Convolutional Networks G. Appleby Linfeng Liu Liping Liu 119 66 0 15 Jun 2023
Referring Camouflaged Object Detection Xuying Zhang Bo Yin Zheng Lin Qibin Hou Deng-Ping Fan Ming-Ming Cheng 165 18 0 13 Jun 2023
Bayesian and Neural Inference on LSTM-based Object Recognition from Tactile and Kinesthetic Information Francisco Pastor Jorge García-González J. Gandarias D. Medina Pau Closas A. García-Cerezo J. M. G. D. Gabriel BDL 69 41 0 10 Jun 2023
DocAligner: Annotating Real-world Photographic Document Images by Simply Taking Pictures Jiaxin Zhang Bangdong Chen Hiuyi Cheng Fengjun Guo Kai Ding Lianwen Jin 114 7 0 09 Jun 2023
Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs? Daojun Liang Haixia Zhang Dongfeng Yuan Xiaoyan Ma Dongyang Li Minggao Zhang AI4TS 30 6 0 08 Jun 2023
Deep Learning Method for Cell-Wise Object Tracking, Velocity Estimation and Projection of Sensor Data over Time Marco Braun Moritz Luszek M. Meuter Dominic Spata Kevin Kollek A. Kummert 102 1 0 08 Jun 2023
GAT-GAN : A Graph-Attention-based Time-Series Generative Adversarial Network Srikrishna Iyer Teck-Hou Teng AI4TS 49 1 0 03 Jun 2023
A Novel Correlation-optimized Deep Learning Method for Wind Speed Forecast Yang Yang Jin Lang Jian Wu Yanyan Zhang Xiangman Song 76 7 0 03 Jun 2023
Spatio-Temporal Deep Learning-Assisted Reduced Security-Constrained Unit Commitment A. Ramesh Xingpeng Li 83 23 0 02 Jun 2023
The Canadian Cropland Dataset: A New Land Cover Dataset for Multitemporal Deep Learning Classification in Agriculture Amanda A. Boatswain Jacques Abdoulaye Baniré Diallo Etienne Lord 63 2 0 31 May 2023
Traffic Prediction using Artificial Intelligence: Review of Recent Advances and Emerging Opportunities Maryam Shaygan Collin Meese Wanxin Li Xiaoliang (George) Zhao Mark M. Nejad 108 123 0 31 May 2023
Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting Zibo Liu Parshin Shojaee Chandan K. Reddy AI4TS AI4CE 68 11 0 30 May 2023
An Emergency Disposal Decision-making Method with Human--Machine Collaboration Yibo Guo Jingyi Xue Yingkang Zhang Mingliang Xu 40 0 0 29 May 2023
Physics-Informed Computer Vision: A Review and Perspectives C. Banerjee Kien Nguyen Clinton Fookes G. Karniadakis PINN AI4CE 90 33 0 29 May 2023
Hierarchical Neural Memory Network for Low Latency Event Processing Ryuhei Hamaguchi Yasutaka Furukawa Masaki Onishi Ken Sakurada 72 26 0 29 May 2023
Federated Prompt Learning for Weather Foundation Models on Devices Shen Chen Guodong Long Tao Shen Jing Jiang Tianyi Zhou FedML 92 12 0 23 May 2023
PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction Hao Wu Wei Xion Fan Xu Xian-Sheng Hua C. L. Philip Chen Xiansheng Hua AI4TS 224 32 0 19 May 2023
Physics-informed Convolutional Recurrent Surrogate Model for Reservoir Simulation with Well Controls Jungang Chen Eduardo Gildin John E. Killough AI4CE 85 6 0 15 May 2023
Value Iteration Networks with Gated Summarization Module Jinyu Cai Jialong Li Mingyue Zhang Kenji Tei 51 2 0 11 May 2023
HyperE2VID: Improving Event-Based Video Reconstruction via Hypernetworks Burak Ercan O. Eker Canberk Saglam Aykut Erdem Erkut Erdem VGen 91 27 0 10 May 2023
Enhancing Road Safety through Accurate Detection of Hazardous Driving Behaviors with Graph Convolutional Recurrent Networks Pooyan Khosravinia Thinagaran Perumal Javad Zarrin 56 7 0 08 May 2023
Real-Time Radiance Fields for Single-Image Portrait View Synthesis Alex Trevithick Matthew Chan Michael Stengel E. R. Chan Chao Liu Zhiding Yu S. Khamis Manmohan Chandraker R. Ramamoorthi Koki Nagano 3DH 122 66 0 03 May 2023
Local and Global Contextual Features Fusion for Pedestrian Intention Prediction Mohsen Azarmi Mahdi Rezaei Tanveer Hussain Chenghao Qian 88 8 0 01 May 2023
TempEE: Temporal-Spatial Parallel Transformer for Radar Echo Extrapolation Beyond Auto-Regression Shengchao Chen Ting Shu Huani Zhao Guo Zhong Xunlai Chen 120 19 0 27 Apr 2023
Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification J. Leinonen U. Hamann D. Nerini U. Germann Gabriele Franch DiffM 87 56 0 25 Apr 2023
Unsupervised CD in satellite image time series by contrastive learning and feature tracking Yuxing Chen Lorenzo Bruzzone SSL 29 4 0 22 Apr 2023
Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020-2022 Chen Zhang N. N. Sjarif Roslina Ibrahim AI4TS 68 42 0 21 Apr 2023
A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential Decision Making Carlos Núnez-Molina Pablo Mesejo Juan Fernández-Olivares 126 3 0 20 Apr 2023
Towards replacing precipitation ensemble predictions systems using machine learning Rudiger Brecht Alexander Bihlo AI4Cl 122 0 0 20 Apr 2023
Event-based Simultaneous Localization and Mapping: A Comprehensive Survey Kunping Huang Sen Zhang Jing Zhang Dacheng Tao 117 27 0 19 Apr 2023
Physical Knowledge Enhanced Deep Neural Network for Sea Surface Temperature Prediction Yuxin Meng Feng Gao Eric Rigall Ran Dong Junyu Dong Q. Du 71 20 0 19 Apr 2023
M-ENIAC: A machine learning recreation of the first successful numerical weather forecasts Rudiger Brecht Alexander Bihlo 77 4 0 18 Apr 2023
MS-LSTM: Exploring Spatiotemporal Multiscale Representations in Video Prediction Domain Zhifeng Ma Hao Zhang Jie Liu 129 7 0 16 Apr 2023
A Novel end-to-end Framework for Occluded Pixel Reconstruction with Spatio-temporal Features for Improved Person Re-identification Prathistith Raj Medi G. S. Krishna Praneeth Nemani Satyanarayana Vollala Santosh Kumar 89 2 0 16 Apr 2023
Learning to search for and detect objects in foveal images using deep learning Beatriz Paula Plinio Moreno ObjD 66 0 0 12 Apr 2023
PixelRNN: In-pixel Recurrent Neural Networks for End-to-end-optimized Perception with Neural Sensors Haley M. So Laurie Bose Piotr Dudek Gordon Wetzstein 56 4 0 11 Apr 2023
NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems Jason Yik Korneel Van den Berghe Douwe den Blanken Younes Bouhadjar Maxime Fabre ... Fatima Tuz Zohora Charlotte Frenkel Vijay Janapa Reddi Charlotte Frenkel Vijay Janapa Reddi 106 24 0 10 Apr 2023
RSPT: Reconstruct Surroundings and Predict Trajectories for Generalizable Active Object Tracking Fangwei Zhong Xiao Bi Yudi Zhang Wei Zhang Yizhou Wang 47 13 0 07 Apr 2023
RED-PSM: Regularization by Denoising of Factorized Low Rank Models for Dynamic Imaging Berk Iskender M. Klasky Y. Bresler 64 3 0 07 Apr 2023
Inductive biases in deep learning models for weather prediction Jannik Thümmel Matthias Karlbauer S. Otte C. Zarfl Georg Martius ... Thomas Scholten Ulrich Friedrich V. Wulfmeyer B. Goswami Martin Volker Butz AI4CE 107 6 0 06 Apr 2023
Automatic Detection of Reactions to Music via Earable Sensing Euihyoek Lee Chulhong Min Jeaseung Lee Jin Yu Seungwoo Kang 20 0 0 06 Apr 2023