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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
Forecasting Future Instance Segmentation with Learned Optical Flow and Warping Andrea Ciamarra Federico Becattini Lorenzo Seidenari A. Bimbo 97 5 0 15 Nov 2022
Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks in Scientific Computing Salah A. Faroughi N. Pawar C. Fernandes Maziar Raissi Subasish Das N. Kalantari S. K. Mahjour PINN AI4CE 71 52 0 14 Nov 2022
LGN-Net: Local-Global Normality Network for Video Anomaly Detection Mengyang Zhao Xinhua Zeng Yang Liu Jing Liu Di Li Xinhua Zeng Chengxin Pang 81 12 0 14 Nov 2022
Removing fluid lensing effects from spatial images Greg Sabella 52 0 0 14 Nov 2022
Advancing Learned Video Compression with In-loop Frame Prediction Ren Yang Radu Timofte Luc Van Gool 69 30 0 13 Nov 2022
Interpretable Deep Reinforcement Learning for Green Security Games with Real-Time Information V. Sharma John P. Dickerson Pratap Tokekar AI4CE 50 0 0 09 Nov 2022
Two-stream Multi-dimensional Convolutional Network for Real-time Violence Detection Diponkar Ghosh Amitabha Chakrabarty 35 4 0 08 Nov 2022
Hilbert Distillation for Cross-Dimensionality Networks Dian Qin Haishuai Wang Zhe Liu Hongjia Xu Sheng Zhou Jiajun Bu 67 4 0 08 Nov 2022
Spatiotemporal forecasting of vertical track alignment with exogenous factors Katsuya Kosukegawa Yasukuni Mori Hiroki Suyari K. Kawamoto 27 5 0 07 Nov 2022
Sky-image-based solar forecasting using deep learning with multi-location data: training models locally, globally or via transfer learning? Yuhao Nie Quentin Paletta Andea Scotta L. Pomares Guillaume Arbod S. Sgouridis Joan Lasenby A. Brandt 73 7 0 03 Nov 2022
Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast Kaifeng Bi Lingxi Xie Hengheng Zhang Xin Chen Xiaotao Gu Qi Tian AI4Cl 87 171 0 03 Nov 2022
Temporal Consistency Learning of inter-frames for Video Super-Resolution Meiqin Liu Shuo Jin Chao Yao Chunyu Lin Yao Zhao SupR 93 26 0 03 Nov 2022
PolyBuilding: Polygon Transformer for End-to-End Building Extraction Yuan Hu Zhibin Wang Zhou Huang Yu Liu 3DV ViT 61 9 0 03 Nov 2022
Sensor Control for Information Gain in Dynamic, Sparse and Partially Observed Environments J. Burns A. Sundaresan Pedro Sequeira Vidyasagar Sadhu 58 0 0 03 Nov 2022
Exploiting Spatial-temporal Correlations for Video Anomaly Detection Mengyang Zhao Yang Liu Jing Li Xinhua Zeng 76 15 0 02 Nov 2022
Self-supervised Physics-based Denoising for Computed Tomography E. Zainulina A. Chernyavskiy Dmitry V. Dylov OOD 126 1 0 01 Nov 2022
Graph Fuzzy System: Concepts, Models and Algorithms F. Hu Zhaohong Deng Zhenping Xie K. Choi Shitong Wang 63 1 0 30 Oct 2022
Relating Human Perception of Musicality to Prediction in a Predictive Coding Model Nikolas McNeal Jennifer Huang Aniekan Umoren Shuqi Dai Roger Dannenberg R. Randall T. Lee 38 0 0 29 Oct 2022
Forecasting Local Behavior of Self-organizing Many-agent System without Reconstruction Beomseok Kang Minah Lee H. Kumar Saibal Mukhopadhyay AI4TS 41 0 0 28 Oct 2022
Progressively refined deep joint registration segmentation (ProRSeg) of gastrointestinal organs at risk: Application to MRI and cone-beam CT Jue Jiang Jun Hong K. Tringale M. Reyngold C. Crane N. Tyagi Harini Veeraraghavan 60 2 0 25 Oct 2022
Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs Claire Robin C. Requena-Mesa V. Benson Lazaro Alonso Jeran Poehls Nuno Carvalhais Markus Reichstein AI4TS 55 12 0 24 Oct 2022
Driver Locations Harvesting Attack on pRide Shyam Murthy Srinivas Vivek LLMSV 70 1 0 24 Oct 2022
Baby Physical Safety Monitoring in Smart Home Using Action Recognition System Victor A. Adewopo Nelly Elsayed Kelly Anderson 59 6 0 22 Oct 2022
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks A. S. Bansal Yoonjin Lee Kyle Hilburn I. Ebert‐Uphoff AI4TS 96 2 0 22 Oct 2022
An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic differential operator A. Mavi A. Bekar E. Haghighat E. Madenci 84 28 0 21 Oct 2022
Deep-Learning-Based Precipitation Nowcasting with Ground Weather Station Data and Radar Data Jihoon Ko Kyuhan Lee Hyunjin Hwang Kijung Shin 74 3 0 20 Oct 2022
Neural Contact Fields: Tracking Extrinsic Contact with Tactile Sensing Carolina Higuera Siyuan Dong Byron Boots Mustafa Mukadam 53 24 0 17 Oct 2022
Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting Timofey Grigoryev P. Verezemskaya Mikhail Krinitskiy N. Anikin A. Gavrikov ... A. Shpilman Andrei Eremchenko S. Gulev Evgeny Burnaev Vladimir Vanovskiý AI4Cl 29 17 0 17 Oct 2022
Stochastic Occupancy Grid Map Prediction in Dynamic Scenes Zhanteng Xie P. Dames 84 4 0 16 Oct 2022
Convolutional Long Short-Term Memory (convLSTM) for Spatio-Temporal Forecastings of Saturations and Pressure in the SACROC Field P. Panja W. Jia Alec Nelson B. McPherson 61 1 0 15 Oct 2022
Semi-supervised Body Parsing and Pose Estimation for Enhancing Infant General Movement Assessment Haomiao Ni Yuan Xue Liya Ma Qian Zhang Xiaoye Li Xiaolei Huang MedIm 66 40 0 14 Oct 2022
ST-former for short-term passenger flow prediction during COVID-19 in urban rail transit system Shuxin Zhang Jinlei Zhang Lixing Yang Chengcheng Wang Ziyou Gao AI4TS 48 0 0 14 Oct 2022
Deep Idempotent Network for Efficient Single Image Blind Deblurring Yuxin Mao Zhexiong Wan Yuchao Dai Xin Yu VLM 61 22 0 13 Oct 2022
SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models Ziyi Wu Nikita Dvornik Klaus Greff Thomas Kipf Animesh Garg OCL BDL 140 95 0 12 Oct 2022
Comparing the carbon costs and benefits of low-resource solar nowcasting Ben Dixon Maria Perez-Ortiz J. Bieker 82 0 0 10 Oct 2022
Imagen Video: High Definition Video Generation with Diffusion Models Jonathan Ho William Chan Chitwan Saharia Jay Whang Ruiqi Gao ... Diederik P. Kingma Ben Poole Mohammad Norouzi David J. Fleet Tim Salimans VGen 181 1,548 0 05 Oct 2022
On the Learning Mechanisms in Physical Reasoning Shiqian Li Ke Wu Chi Zhang Yixin Zhu AI4CE 104 15 0 05 Oct 2022
Enhancing Spatiotemporal Prediction Model using Modular Design and Beyond Haoyu Pan Hao Wu Tan Yang AI4TS 78 0 0 04 Oct 2022
LOPR: Latent Occupancy PRediction using Generative Models Bernard Lange Masha Itkina Mykel J. Kochenderfer AI4CE 115 7 0 03 Oct 2022
Event-based Temporally Dense Optical Flow Estimation with Sequential Learning Wachirawit Ponghiran C. Liyanagedera Kaushik Roy 79 15 0 03 Oct 2022
Alignment-guided Temporal Attention for Video Action Recognition Yizhou Zhao Zhenyang Li Xun Guo Yan Lu 65 14 0 30 Sep 2022
D-Align: Dual Query Co-attention Network for 3D Object Detection Based on Multi-frame Point Cloud Sequence Junhyung Lee Junho Koh Youngwoo Lee J. Choi 3DPC 89 7 0 30 Sep 2022
A case study of spatiotemporal forecasting techniques for weather forecasting Shakir Showkat Sofi Ivan Oseledets 62 4 0 29 Sep 2022
Video-based estimation of pain indicators in dogs Hongyi Zhu Y. Salgirli P. Can Durmucs Atilgan A. A. Salah 72 5 0 27 Sep 2022
Dynamics-Aware Spatiotemporal Occupancy Prediction in Urban Environments Maneekwan Toyungyernsub Esen Yel Jiachen Li Mykel J. Kochenderfer 123 19 0 27 Sep 2022
Towards Stable Co-saliency Detection and Object Co-segmentation Bo Li Lv Tang Senyun Kuang Mofei Song Shouhong Ding 77 16 0 25 Sep 2022
STING: Self-attention based Time-series Imputation Networks using GAN Eunkyu Oh Taehun Kim Yunhu Ji Sushil Khyalia AI4TS 88 25 0 22 Sep 2022
Multi-level Adversarial Spatio-temporal Learning for Footstep Pressure based FoG Detection Kun Hu Shaohui Mei Wei Wang K. E. Martens Liang Wang S. Lewis Dagan Feng Zhiyong Wang 83 6 0 22 Sep 2022
FT-HID: A Large Scale RGB-D Dataset for First and Third Person Human Interaction Analysis Zihui Guo Yonghong Hou Pichao Wang Zhimin Gao Mingliang Xu Wanqing Li 59 5 0 21 Sep 2022
Meteorological Satellite Images Prediction Based on Deep Multi-scales Extrapolation Fusion Fang Huang Wencong Cheng Pan Wang Zhigang Wang Hong He 26 1 0 19 Sep 2022