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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
Sparse Pedestrian Character Learning for Trajectory Prediction Yonghao Dong Le Wang Sanpin Zhou Gang Hua Changyin Sun 76 3 0 27 Nov 2023
TCuPGAN: A novel framework developed for optimizing human-machine interactions in citizen science Ramanakumar Sankar K. Mantha Lucy Fortson Helen Spiers T. Pengo ... Myat Mo Mark Sanders Trace Christensen Jeffrey L. Salisbury L. Trouille 56 2 0 23 Nov 2023
Automated 3D Tumor Segmentation using Temporal Cubic PatchGAN (TCuP-GAN) K. Mantha Ramanakumar Sankar Lucy Fortson MedIm 60 0 0 23 Nov 2023
Modality Mixer Exploiting Complementary Information for Multi-modal Action Recognition Sumin Lee Sangmin Woo Muhammad Adi Nugroho Changick Kim 66 0 0 21 Nov 2023
SIAM: A Simple Alternating Mixer for Video Prediction Xin Zheng Ziang Peng Yuan Cao Hongming Shan Junping Zhang 84 0 0 20 Nov 2023
Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial Localization Sijie Zhao Xue-liang Zhang Pengfeng Xiao Guangjun He 38 43 0 19 Nov 2023
Pair-wise Layer Attention with Spatial Masking for Video Prediction Ping Li Chenhan Zhang Zheng Yang Xianghua Xu Mingli Song 68 0 0 19 Nov 2023
Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning Rohit Girdhar Mannat Singh Andrew Brown Quentin Duval S. Azadi Sai Saketh Rambhatla Akbar Shah Xi Yin Devi Parikh Ishan Misra DiffM VGen 126 209 0 17 Nov 2023
Plasma Surrogate Modelling using Fourier Neural Operators Vignesh Gopakumar Stanislas Pamela L. Zanisi Zong-Yi Li Ander Gray ... Matt Kusner M. Deisenroth A. Anandkumar Jorek Team Mast Team AI4CE 112 22 0 10 Nov 2023
Digital Typhoon: Long-term Satellite Image Dataset for the Spatio-Temporal Modeling of Tropical Cyclones A. Kitamoto Jared Hwang Bastien Vuillod Lucas Gautier Yingtao Tian Tarin Clanuwat 61 15 0 05 Nov 2023
3D-Aware Talking-Head Video Motion Transfer Haomiao Ni Jiachen Liu Yuan Xue S. X. Huang DiffM 136 5 0 05 Nov 2023
Time Series Anomaly Detection using Diffusion-based Models Ioana Pintilie Andrei Manolache Florin Brad DiffM 72 16 0 02 Nov 2023
Self-Supervised Pre-Training for Precipitation Post-Processor Sojung An Junha Lee Jiyeon Jang Inchae Na Wooyeon Park Sujeong You AI4Cl 74 1 0 31 Oct 2023
Transformer-based nowcasting of radar composites from satellite images for severe weather Çaglar Küçük Apostolos Giannakos Stefan Schneider Alexander Jann 161 4 0 30 Oct 2023
Triplet Attention Transformer for Spatiotemporal Predictive Learning Xuesong Nie Xi Chen Haoyuan Jin Zhihang Zhu Yunfeng Yan Donglian Qi ViT 53 11 0 28 Oct 2023
Sky Imager-Based Forecast of Solar Irradiance Using Machine Learning A. Al-lahham Obaidah Theeb Khaled Elalem Tariq A. Alshawi Saleh A. Alshebeili 35 38 0 26 Oct 2023
Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution Zhewei Huang Ailin Huang Xiaotao Hu Chen Hu Jun Xu Shuchang Zhou 89 8 0 26 Oct 2023
Spatio-Temporal Meta Contrastive Learning Jiabin Tang Lianghao Xia Jie Hu Chao Huang AI4TS 69 10 0 26 Oct 2023
Explainable Spatio-Temporal Graph Neural Networks Jiabin Tang Lianghao Xia Chao Huang AI4TS 100 20 0 26 Oct 2023
Efficient deep data assimilation with sparse observations and time-varying sensors Sibo Cheng Che Liu Yike Guo Rossella Arcucci 54 22 0 24 Oct 2023
Are LSTMs Good Few-Shot Learners? Mike Huisman Thomas M. Moerland Aske Plaat Jan N. van Rijn VLM 76 9 0 22 Oct 2023
Computationally Efficient and Error Aware Surrogate Construction for Numerical Solutions of Subsurface Flow Through Porous Media Aleksei G. Sorokin Aleksandra Pachalieva Daniel O’Malley James M. Hyman F. J. Hickernell N. W. Hengartner 41 1 0 20 Oct 2023
Multiscale Motion-Aware and Spatial-Temporal-Channel Contextual Coding Network for Learned Video Compression Yiming Wang Qian Huang Bin Tang Huashan Sun Xing Li 39 0 0 19 Oct 2023
LiDAR-based 4D Occupancy Completion and Forecasting Xinhao Liu Moonjun Gong Qi Fang Haoyu Xie Yiming Li Hang Zhao Chen Feng 74 16 0 17 Oct 2023
InfoGCN++: Learning Representation by Predicting the Future for Online Human Skeleton-based Action Recognition Seung-geun Chi Hyung-Gun Chi Qixing Huang Karthik Ramani 76 4 0 16 Oct 2023
An Interpretable Deep-Learning Framework for Predicting Hospital Readmissions From Electronic Health Records Fabio Azzalini Tommaso Dolci Marco Vagaggini OOD 181 1 0 16 Oct 2023
Machine Learning for Urban Air Quality Analytics: A Survey Jindong Han Weijiao Zhang Hao Liu Hui Xiong AI4CE 114 12 0 14 Oct 2023
Learning In-between Imagery Dynamics via Physical Latent Spaces Jihun Han Yoonsang Lee Anne Gelb 56 0 0 14 Oct 2023
Transport-Hub-Aware Spatial-Temporal Adaptive Graph Transformer for Traffic Flow Prediction Xiao Xu Lei Zhang Bailong Liu Zhi Liang Xuefei Zhang AI4TS 64 1 0 12 Oct 2023
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis Zezhi Shao Fei Wang Yongjun Xu Wei Wei Chengqing Yu ... Guangyin Jin Xin Cao Gao Cong Christian S. Jensen Xueqi Cheng AI4TS 77 75 0 09 Oct 2023
WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction Binqing Wu Weiqiu Chen Wengwei Wang Bingqing Peng Liang Sun Ling Chen 119 6 0 09 Oct 2023
Physics-aware Machine Learning Revolutionizes Scientific Paradigm for Machine Learning and Process-based Hydrology Qingsong Xu Yilei Shi Jonathan Bamber Ye Tuo Ralf Ludwig Xiao Xiang Zhu AI4CE 141 10 0 08 Oct 2023
A Comprehensive Survey on Deep Neural Image Deblurring S. A. Biyouki Hoon Hwangbo 72 2 0 07 Oct 2023
Multi-decadal Sea Level Prediction using Neural Networks and Spectral Clustering on Climate Model Large Ensembles and Satellite Altimeter Data S. Sinha J. Fasullo R. S. Nerem C. Monteleoni AI4Cl 41 0 0 06 Oct 2023
Neural architecture impact on identifying temporally extended Reinforcement Learning tasks Victor Vadakechirayath George OffRL 52 0 0 04 Oct 2023
PostRainBench: A comprehensive benchmark and a new model for precipitation forecasting Yujin Tang Jiaming Zhou Xiang Pan Zeying Gong Junwei Liang AI4Cl 87 3 0 04 Oct 2023
GET: Group Event Transformer for Event-Based Vision Yansong Peng Yueyi Zhang Zhiwei Xiong Xiaoyan Sun Feng Wu 88 41 0 04 Oct 2023
Predicting Future Spatiotemporal Occupancy Grids with Semantics for Autonomous Driving Maneekwan Toyungyernsub Esen Yel Jiachen Li Mykel J. Kochenderfer 77 3 0 03 Oct 2023
Prescribed Fire Modeling using Knowledge-Guided Machine Learning for Land Management Somya Sharma Chatterjee Kelly Lindsay Neel Chatterjee Rohan Patil Ilkay Altintas De Callafon M. Steinbach Daniel Giron Mai H. Nguyen Vipin Kumar 76 0 0 02 Oct 2023
Controlling Neural Style Transfer with Deep Reinforcement Learning Chengming Feng Jing Hu Xin Wang Shu Hu Bin Zhu Xi Wu Hongtu Zhu Siwei Lyu 49 3 0 30 Sep 2023
SpatialRank: Urban Event Ranking with NDCG Optimization on Spatiotemporal Data Bang An Xun Zhou Yongjian Zhong Tianbao Yang 110 2 0 30 Sep 2023
A Survey on Deep Learning Techniques for Action Anticipation Zeyun Zhong Manuel Martin Michael Voit Juergen Gall Jürgen Beyerer 116 8 0 29 Sep 2023
Asynchrony-Robust Collaborative Perception via Bird's Eye View Flow Qing Shen Yuxi Wei Yue Hu Yifan Lu Yiqi Zhong Siheng Chen Ya Zhang 109 41 0 29 Sep 2023
Balancing Computational Efficiency and Forecast Error in Machine Learning-based Time-Series Forecasting: Insights from Live Experiments on Meteorological Nowcasting Elin Törnquist Wagner Costa Santos Timothy C. Pogue Nicholas Wingle R. Caulk AI4TS 66 0 0 26 Sep 2023
HiT: Building Mapping with Hierarchical Transformers Mingming Zhang Qingjie Liu Yunhong Wang ViT 61 6 0 18 Sep 2023
MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer Fudong Lin Summer Crawford Kaleb Guillot Yihe Zhang Yan Chen ... Tri Setiyono B. Tubana Lu Peng Magdy A. Bayoumi N. Tzeng 96 26 0 16 Sep 2023
mEBAL2 Database and Benchmark: Image-based Multispectral Eyeblink Detection Roberto Daza Aythami Morales Julian Fierrez Ruben Tolosana R. Vera-Rodríguez 50 8 0 14 Sep 2023
MTD: Multi-Timestep Detector for Delayed Streaming Perception Yihui Huang Ningjiang Chen 90 1 0 13 Sep 2023
Transferability analysis of data-driven additive manufacturing knowledge: a case study between powder bed fusion and directed energy deposition Mutahar Safdar Jiarui Xie Hyunwoong Ko Yan Lu Guy Lamouche Y. Zhao 38 6 0 12 Sep 2023
Long-term drought prediction using deep neural networks based on geospatial weather data Alexander Marusov Vsevolod Grabar Yury Maximov Nazar Sotiriadi Alexander Bulkin Alexey Zaytsev 117 11 0 12 Sep 2023