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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
GLPanoDepth: Global-to-Local Panoramic Depth Estimation Jia-Chi Bai Shuichang Lai Haoyu Qin Jie Guo Yanwen Guo ViT MDE 112 22 0 06 Feb 2022
Polyphonic pitch detection with convolutional recurrent neural networks Carl Thomé Sven Ahlback 52 8 0 04 Feb 2022
Pose Guided Image Generation from Misaligned Sources via Residual Flow Based Correction Jiawei Lu He Wang Tianjia Shao Yin Yang Kun Zhou 3DH 71 3 0 02 Feb 2022
Extreme precipitation forecasting using attention augmented convolutions Weichen Huang 40 1 0 31 Jan 2022
Assessing Cross-dataset Generalization of Pedestrian Crossing Predictors Joseph Gesnouin Steve Pechberti B. Stanciulescu Fabien Moutarde 65 12 0 29 Jan 2022
Unfolding a blurred image Kuldeep Purohit Anshul B. Shah A. N. Rajagopalan 21 1 0 28 Jan 2022
Deep Networks for Image and Video Super-Resolution Kuldeep Purohit Srimanta Mandal A. N. Rajagopalan SupR 49 0 0 28 Jan 2022
Dual-CLVSA: a Novel Deep Learning Approach to Predict Financial Markets with Sentiment Measurements Jia Wang Hongwei Zhu Jiancheng Shen Yu Cao Benyuan Liu AIFin 58 1 0 27 Jan 2022
One shot PACS: Patient specific Anatomic Context and Shape prior aware recurrent registration-segmentation of longitudinal thoracic cone beam CTs Jue Jiang Harini Veeraraghavan 66 20 0 26 Jan 2022
Do Neural Networks for Segmentation Understand Insideness? Kimberly M Villalobos Vilim Štih Amineh Ahmadinejad Shobhita Sundaram Jamell Dozier Andrew Francl Frederico Azevedo Tomotake Sasaki Xavier Boix 99 8 0 25 Jan 2022
End-to-end Person Search Sequentially Trained on Aggregated Dataset Angélique Loesch Jaonary Rabarisoa Romaric Audigier 73 8 0 24 Jan 2022
An Attention-based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series Tareq Tayeh Sulaiman A. Aburakhia Ryan Myers Abdallah Shami AI4TS 111 34 0 23 Jan 2022
Predicting Physics in Mesh-reduced Space with Temporal Attention Xu Han Han Gao Tobias Pfaff Jian-Xun Wang Liping Liu AI4CE 91 83 0 22 Jan 2022
Steerable Pyramid Transform Enables Robust Left Ventricle Quantification Xiangyang Zhu Kede Ma Wufeng Xue MedIm 22 0 0 20 Jan 2022
SunCast: Solar Irradiance Nowcasting from Geosynchronous Satellite Data Dhileeban Kumaresan Richard Wang Ernesto Martinez Richard Cziva Alberto Todeschini Colorado Reed H. Vahabi 61 1 0 17 Jan 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 141 107 0 16 Jan 2022
Forecast-based Multi-aspect Framework for Multivariate Time-series Anomaly Detection Lan Wang Yusan Lin Yuhang Wu Huiyuan Chen Fei Wang Hao Yang AI4TS 58 5 0 13 Jan 2022
All You Need In Sign Language Production R. Rastgoo Kourosh Kiani Sergio Escalera V. Athitsos Mohammad Sabokrou 51 8 0 05 Jan 2022
maskGRU: Tracking Small Objects in the Presence of Large Background Motions Constantine J. Roros A. Kak 82 2 0 03 Jan 2022
A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting Guanyao Li Shuhan Zhong Shueng-Han Gary Chan Ruiyuan Li Chih-Chieh Hung Wen-Chih Peng AI4TS 79 27 0 30 Dec 2021
Data-Driven Computational Methods for the Domain of Attraction and Zubov's Equation W. Kang Kai Sun Liang Xu 44 15 0 29 Dec 2021
Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter J. Marescaux Guido Costamagna B. Dallemagne N. Padoy 63 10 0 27 Dec 2021
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 198 51 0 27 Dec 2021
Machine learning for Earth System Science (ESS): A survey, status and future directions for South Asia Manmeet Singh B. Kumar R. Chattopadhyay K. Amarjyothi Anup K. Sutar Sukanta Roy Suryachandra A. Rao R. Nanjundiah AI4Cl 57 1 0 24 Dec 2021
InstaIndoor and Multi-modal Deep Learning for Indoor Scene Recognition A. Glavan Estefanía Talavera 57 10 0 23 Dec 2021
Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action Recognition Sofia Broomé Ernest Pokropek Boyu Li Hedvig Kjellström 84 7 0 22 Dec 2021
A Comparative Study of Detecting Anomalies in Time Series Data Using LSTM and TCN Models Saroj Gopali Faranak Abri Sima Siami‐Namini A. Namin AI4TS 31 13 0 17 Dec 2021
Intermittent Deployment for Large-Scale Multi-Robot Forage Perception: Data Synthesis, Prediction, and Planning Jun Liu Murtaza Rangwala K. S. Ahluwalia S. Ghajar Harnaik Dhami Pratap Tokekar B. Tracy Ryan K. Williams 50 9 0 16 Dec 2021
Search for temporal cell segmentation robustness in phase-contrast microscopy videos Estibaliz Gómez-de-Mariscal Hasini Jayatilaka Özgün Çiçek Thomas Brox D. Wirtz A. Muñoz-Barrutia 44 2 0 16 Dec 2021
Feature-Attending Recurrent Modules for Generalization in Reinforcement Learning Wilka Carvalho Andrew Kyle Lampinen Kyriacos Nikiforou Felix Hill Murray Shanahan OffRL 66 0 0 15 Dec 2021
Event-Aware Multimodal Mobility Nowcasting Zhaonan Wang Renhe Jiang Hao Xue Flora D. Salim Xuan Song Ryosuke Shibasaki 85 37 0 14 Dec 2021
Extension of Convolutional Neural Network along Temporal and Vertical Directions for Precipitation Downscaling T. Nagasato K. Ishida A. Ercan T. Tu M. Kiyama Motoki Amagasaki Kazuki Yokoo 49 2 0 13 Dec 2021
Efficient spatio-temporal weather forecasting using U-Net Akshay Punjabi Pablo Izquierdo-Ayala 34 2 0 13 Dec 2021
Neural Point Process for Learning Spatiotemporal Event Dynamics Zihao Zhou Xingyi Yang Ryan Rossi Handong Zhao Rose Yu 3DPC 89 33 0 12 Dec 2021
ST-MTL: Spatio-Temporal Multitask Learning Model to Predict Scanpath While Tracking Instruments in Robotic Surgery Mobarakol Islam V. Vibashan C. Lim Hongliang Ren 80 40 0 10 Dec 2021
Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction Yijun Lin Yao-Yi Chiang M. Franklin S. Eckel J. Ambite 40 9 0 10 Dec 2021
IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo Fangjinhua Wang S. Galliani Christoph Vogel Marc Pollefeys 3DV 96 92 0 09 Dec 2021
Sparse-View CT Reconstruction using Recurrent Stacked Back Projection Wenrui Li G. Buzzard Charles A. Bouman 65 3 0 09 Dec 2021
Periodic Residual Learning for Crowd Flow Forecasting Chengxin Wang Yuxuan Liang Gary S. H. Tan AI4TS 47 12 0 08 Dec 2021
Symmetry Perception by Deep Networks: Inadequacy of Feed-Forward Architectures and Improvements with Recurrent Connections Shobhita Sundaram Darius Sinha Matthew Groth Tomotake Sasaki Xavier Boix 41 1 0 08 Dec 2021
Neural Networks for Infectious Diseases Detection: Prospects and Challenges Muhammad Azeem Shumaila Javaid Hamza Fahim Nasir Saeed 55 6 0 07 Dec 2021
Graph Neural Controlled Differential Equations for Traffic Forecasting Jeongwhan Choi Hwangyong Choi JeeHyun Hwang Noseong Park BDL AI4TS 161 285 1 07 Dec 2021
Emulating Spatio-Temporal Realizations of Three-Dimensional Isotropic Turbulence via Deep Sequence Learning Models M. Momenifar Enmao Diao Vahid Tarokh A. Bragg AI4CE 42 4 0 07 Dec 2021
CAVER: Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object Detection Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu 90 97 0 04 Dec 2021
Panoptic-aware Image-to-Image Translation Liyun Zhang P. Ratsamee Bowen Wang Zhaojie Luo Yuuki Uranishi Manabu Higashida Haruo Takemura 69 3 0 03 Dec 2021
PTCT: Patches with 3D-Temporal Convolutional Transformer Network for Precipitation Nowcasting Ziao Yang Xiangru Yang Qifeng Lin ViT AI4TS 74 4 0 02 Dec 2021
Crime Prediction with Graph Neural Networks and Multivariate Normal Distributions Selim Furkan Tekin Suleyman S. Kozat 55 13 0 29 Nov 2021
Learning-Based Video Coding with Joint Deep Compression and Enhancement Tiesong Zhao Weize Feng Hongji Zeng Yuzhen Niu Jiaying Liu 89 19 0 29 Nov 2021
Learning to Transfer for Traffic Forecasting via Multi-task Learning Y. Lu AI4TS 73 7 0 27 Nov 2021
Composing Partial Differential Equations with Physics-Aware Neural Networks Matthias Karlbauer T. Praditia S. Otte S. Oladyshkin Wolfgang Nowak Martin Volker Butz AI4CE 92 20 0 23 Nov 2021