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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
Deep-learning-based coupled flow-geomechanics surrogate model for CO $_2$ sequestration Meng Tang X. Ju L. Durlofsky AI4CE 68 15 0 04 May 2021
Hard Encoding of Physics for Learning Spatiotemporal Dynamics Chengping Rao Hao Sun Yang Liu PINN AI4CE 77 12 0 02 May 2021
Attention-augmented Spatio-Temporal Segmentation for Land Cover Mapping Rahul Ghosh Praveen Ravirathinam X. Jia Chenxi Lin Zhenong Jin Vipin Kumar AI4TS 69 12 0 02 May 2021
One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework Shahroz Tariq Sangyup Lee Simon S. Woo AAML 80 72 0 01 May 2021
Deep Convolution for Irregularly Sampled Temporal Point Clouds Erich Merrill Stefan Lee Li Fuxin Thomas G. Dietterich Alan Fern 3DPC 78 1 0 01 May 2021
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety Sebastian Houben Stephanie Abrecht Maram Akila Andreas Bär Felix Brockherde ... Serin Varghese Michael Weber Sebastian J. Wirkert Tim Wirtz Matthias Woehrle AAML 128 58 0 29 Apr 2021
Learning Synergistic Attention for Light Field Salient Object Detection Y. Zhang Geng Chen Qian Chen Yujia Sun Yong Xia Olivier Déforges W. Hamidouche Lu Zhang 115 24 0 28 Apr 2021
Bridging observation, theory and numerical simulation of the ocean using Machine Learning Maike Sonnewald Redouane Lguensat Daniel C. Jones P. Dueben J. Brajard Venkatramani Balaji AI4Cl AI4CE 98 101 0 26 Apr 2021
ECLIPSE : Envisioning CLoud Induced Perturbations in Solar Energy Quentin Paletta Anthony Hu Guillaume Arbod Joan Lasenby 110 36 0 26 Apr 2021
Supervised Video Summarization via Multiple Feature Sets with Parallel Attention J. Ghauri Sherzod Hakimov Ralph Ewerth 71 48 0 23 Apr 2021
A Comparative Study of Using Spatial-Temporal Graph Convolutional Networks for Predicting Availability in Bike Sharing Schemes Zhengyong Chen Hongde Wu Noel E. O'Connor Mingming Liu GNN 54 12 0 21 Apr 2021
Temporal Modulation Network for Controllable Space-Time Video Super-Resolution Gang Xu Jun Xu Zhen Li Liang Wang Xing Sun Ming-Ming Cheng SupR 107 94 0 21 Apr 2021
SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI Data Siladittya Manna Saumik Bhattacharya Umapada Pal SSL 30 0 0 21 Apr 2021
Learning future terrorist targets through temporal meta-graphs G. Campedelli Mihovil Bartulovic Kathleen M. Carley AI4TS 47 22 0 21 Apr 2021
Dynamic Toll Prediction Using Historical Data on Toll Roads: Case Study of the I-66 Inner Beltway Sara Zahedian Amir Nohekhan K. Sadabadi 27 7 0 20 Apr 2021
Learning Semantic-Aware Dynamics for Video Prediction Xinzhu Bei Yanchao Yang Stefano Soatto VGen 83 32 0 20 Apr 2021
Comparing Correspondences: Video Prediction with Correspondence-wise Losses Daniel Geng Max Hamilton Andrew Owens 3DH 97 16 0 19 Apr 2021
CNN aided Weighted Interpolation for Channel Estimation in Vehicular Communications Abdul Karim Gizzini Marwa Chafii Ahmad Nimr R. Shubair G. Fettweis 28 28 0 18 Apr 2021
An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth Xavier Rafael-Palou A. Aubanell M. Ceresa Vicent J. Ribas Gemma Piella M. A. G. Ballester 23 1 0 18 Apr 2021
Zooming SlowMo: An Efficient One-Stage Framework for Space-Time Video Super-Resolution Xiaoyu Xiang Yapeng Tian Yulun Zhang Y. Fu J. Allebach Chenliang Xu SupR 62 12 0 15 Apr 2021
Towards a Better Understanding of VR Sickness: Physical Symptom Prediction for VR Contents Hak Gu Kim Sangmin Lee Seong-Tae Kim Heoun-taek Lim Y. Ro 38 6 0 14 Apr 2021
Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction Wonkwang Lee Whie Jung Han Zhang Ting Chen Jing Yu Koh Thomas E. Huang Hyungsuk Yoon Honglak Lee Seunghoon Hong 57 29 0 14 Apr 2021
Spatiotemporal Entropy Model is All You Need for Learned Video Compression Zhenhong Sun Zhiyu Tan Xiuyu Sun Fangyi Zhang Dongyang Li Yichen Qian Hao Li 40 10 0 13 Apr 2021
Finite Volume Neural Network: Modeling Subsurface Contaminant Transport T. Praditia Matthias Karlbauer S. Otte S. Oladyshkin Martin Volker Butz Wolfgang Nowak AI4CE 67 18 0 13 Apr 2021
Applications of physics-informed scientific machine learning in subsurface science: A survey A. Sun H. Yoon C. Shih Zhi Zhong AI4CE 82 11 0 10 Apr 2021
Deep Time Series Forecasting with Shape and Temporal Criteria Vincent Le Guen Nicolas Thome AI4TS 75 30 0 09 Apr 2021
Context-self contrastive pretraining for crop type semantic segmentation Michail Tarasiou R. Güler Stefanos Zafeiriou SSL 63 17 0 09 Apr 2021
Counter-Strike Deathmatch with Large-Scale Behavioural Cloning Tim Pearce Jun Zhu 95 47 0 09 Apr 2021
CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets Jia Wang Tong Sun Benyuan Liu Yu Cao Hongwei Zhu AI4TS 105 67 0 08 Apr 2021
Panoptic Segmentation Forecasting Colin Graber Grace Tsai Michael Firman Gabriel J. Brostow Alex Schwing 64 12 0 08 Apr 2021
Towards Rolling Shutter Correction and Deblurring in Dynamic Scenes Zhihang Zhong Yinqiang Zheng Imari Sato 55 49 0 04 Apr 2021
"Forget" the Forget Gate: Estimating Anomalies in Videos using Self-contained Long Short-Term Memory Networks Habtamu Fanta Zhiwen Shao Lizhuang Ma 40 0 0 03 Apr 2021
Skillful Precipitation Nowcasting using Deep Generative Models of Radar Suman V. Ravuri Karel Lenc Matthew Willson D. Kangin Rémi R. Lam ... R. Hadsell Nial H. Robinson Ellen Clancy A. Arribas S. Mohamed AI4Cl 215 747 0 02 Apr 2021
Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning Sangmin Lee Hak Gu Kim Dae Hwi Choi Hyungil Kim Yong Man Ro 84 103 0 02 Apr 2021
Physics-informed neural networks for the shallow-water equations on the sphere Alexander Bihlo R. Popovych 79 79 0 01 Apr 2021
Rapid quantification of COVID-19 pneumonia burden from computed tomography with convolutional LSTM networks K. Grodecki A. Killekar A. Lin S. Cadet P. McElhinney ... N. Nerlekar C. Torlasco G. Pontone D. Dey P. Slomka 21 3 0 31 Mar 2021
FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation Nikhil Kumar Tomar Debesh Jha Michael A. Riegler Haavard D. Johansen Dag Johansen J. Rittscher Pål Halvorsen Sharib Ali MedIm 88 154 0 31 Mar 2021
Y $^2$ -Net FCRN for Acoustic Echo and Noise Suppression Ernst Seidel Jan Franzen Maximilian Strake Tim Fingscheidt 38 22 0 31 Mar 2021
Omniscient Video Super-Resolution Peng Yi Zhongyuan Wang Kui Jiang Junjun Jiang T. Lu Xin Tian Jiayi Ma SupR 87 73 0 29 Mar 2021
Learning to Predict Salient Faces: A Novel Visual-Audio Saliency Model Yufan Liu Minglang Qiao Mai Xu Bing Li Weiming Hu Ali Borji CVBM 85 14 0 29 Mar 2021
Evaluation of deep learning models for multi-step ahead time series prediction Rohitash Chandra Shaurya Goyal Rishabh Gupta AI4TS 51 158 0 26 Mar 2021
Context-Aware Layout to Image Generation with Enhanced Object Appearance Sen He Wentong Liao M. Yang Yongxin Yang Yi-Zhe Song Bodo Rosenhahn Tao Xiang DiffM VLM 96 53 0 22 Mar 2021
AET-EFN: A Versatile Design for Static and Dynamic Event-Based Vision Chang Liu Xiaojuan Qi E. Lam Ngai Wong 55 0 0 22 Mar 2021
PGT: A Progressive Method for Training Models on Long Videos Bo Pang Gao Peng Yizhuo Li Cewu Lu VLM 42 12 0 21 Mar 2021
Efficient Spatialtemporal Context Modeling for Action Recognition Congqi Cao Yue Lu Yifan Zhang Dengyang Jiang Yanning Zhang 88 4 0 20 Mar 2021
TDIOT: Target-driven Inference for Deep Video Object Tracking Filiz Gurkan L. Cerkezi Ozgun Cirakman Bilge Günsel VOT 95 16 0 19 Mar 2021
Lighting Enhancement Aids Reconstruction of Colonoscopic Surfaces Yubo Zhang Shuxian Wang Ruibin Ma Sarah K. McGill J. Rosenman Stephen M. Pizer 51 11 0 18 Mar 2021
Future Frame Prediction for Robot-assisted Surgery Xiaojie Gao Yueming Jin Zixu Zhao Qi Dou Pheng-Ann Heng MedIm 65 14 0 18 Mar 2021
PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning Yunbo Wang Haixu Wu Jianjin Zhang Zhifeng Gao Jianmin Wang Philip S. Yu Mingsheng Long 163 397 0 17 Mar 2021
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting Defu Cao Yujing Wang Juanyong Duan Ce Zhang Xia Zhu ... Yunhai Tong Bixiong Xu Jing Bai Jie Tong Qi Zhang AI4TS 72 522 0 13 Mar 2021