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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
A review of machine learning in processing remote sensing data for mineral exploration Hodjat Shirmard E. Farahbakhsh R. Müller Rohitash Chandra 27 240 0 13 Mar 2021
Learning Long-Term Style-Preserving Blind Video Temporal Consistency Hugo Thimonier J. Despois Robin Kips M. Perrot 51 10 0 12 Mar 2021
Deep learning with photosensor timing information as a background rejection method for the Cherenkov Telescope Array S. Spencer T. Armstrong J. Watson S. Mangano Y. Rénier G. Cotter 37 17 0 10 Mar 2021
VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial Examples Tian Pan Yibing Song Tianyu Yang Wenhao Jiang Wei Liu 97 226 0 10 Mar 2021
Self-Supervision by Prediction for Object Discovery in Videos Beril Besbinar P. Frossard SSL 83 7 0 09 Mar 2021
Visual Explanation using Attention Mechanism in Actor-Critic-based Deep Reinforcement Learning Hidenori Itaya Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi K. Sugiura 76 19 0 06 Mar 2021
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection Chia-Yu Hsu Wenwen Li 60 8 0 06 Mar 2021
MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions Haixu Wu Zhiyu Yao J. Wan Mingsheng Long 98 132 0 03 Mar 2021
Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series Yinjun Wu Jingchao Ni Wei Cheng Bo Zong Dongjin Song Zhengzhang Chen Yanchi Liu Xuchao Zhang Haifeng Chen S. Davidson AI4TS 85 52 0 03 Mar 2021
Improving Neural Networks for Time Series Forecasting using Data Augmentation and AutoML Indrajeet Javeri Mohammadhossein Toutiaee I. Arpinar Tom W. Miller John A. Miller AI4TS 71 17 0 02 Mar 2021
Exploring Imitation Learning for Autonomous Driving with Feedback Synthesizer and Differentiable Rasterization Jinyun Zhou Rui Wang Xu Liu Yifei Jiang Shu Jiang J. Tao Jinghao Miao Shiyu Song 109 35 0 02 Mar 2021
A Novel CNN-LSTM-based Approach to Predict Urban Expansion W. Boulila Hamza Ghandorh M. Khan Fawad Ahmed Jawad Ahmad 124 104 0 02 Mar 2021
Statistical Post-Processing for Gridded Temperature Prediction Using Encoder-Decoder-Based Deep Convolutional Neural Networks Atsushi Kudo 69 6 0 02 Mar 2021
Human Activity Recognition using Deep Learning Models on Smartphones and Smartwatches Sensor Data Bolu Oluwalade Sunil Neela J. Gichoya Tobiloba Adejumo S. Purkayastha HAI 48 28 0 28 Feb 2021
Gaussian Process Nowcasting: Application to COVID-19 Mortality Reporting I. Hawryluk H. Hoeltgebaum Swapnil Mishra Xenia Miscouridou R. Schnekenberg C. Whittaker Michaela Vollmer Seth Flaxman Samir Bhatt T. Mellan 43 16 0 22 Feb 2021
Anyone GAN Sing Shreeviknesh Sankaran Sukavanan Nanjundan G. Anand GAN 44 2 0 22 Feb 2021
Efficient Two-Stream Network for Violence Detection Using Separable Convolutional LSTM Zahidul Islam M. Rukonuzzaman Raiyan Ahmed M. H. Kabir M. Farazi 65 42 0 21 Feb 2021
SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving George Eskandar Alexander Braun M. Meinke Karim Armanious Bin Yang 3DV 56 4 0 19 Feb 2021
Applications of deep learning in traffic congestion detection, prediction and alleviation: A survey Nishant Kumar Martin Raubal AI4TS AI4CE 128 93 0 19 Feb 2021
Crop mapping from image time series: deep learning with multi-scale label hierarchies Mehmet Özgür Türkoglu Stefano Dáronco Gregor Perich F. Liebisch Constantin Streit Konrad Schindler Jan Dirk Wegner 145 134 0 17 Feb 2021
On the Post-hoc Explainability of Deep Echo State Networks for Time Series Forecasting, Image and Video Classification Alejandro Barredo Arrieta S. Gil-Lopez I. Laña Miren Nekane Bilbao Javier Del Ser AI4TS 64 13 0 17 Feb 2021
Accurate and Clear Precipitation Nowcasting with Consecutive Attention and Rain-map Discrimination Ashesh Buo‐Fu Chen Treng‐Shi Huang Boyo Chen Chia-Tung Chang Hsuan-Tien Lin 46 2 0 16 Feb 2021
Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries Swathikiran Sudhakaran Sergio Escalera Oswald Lanz EgoV 63 16 0 16 Feb 2021
Data-driven geophysical forecasting: Simple, low-cost, and accurate baselines with kernel methods B. Hamzi R. Maulik H. Owhadi AI4TS 74 29 0 13 Feb 2021
DeepGLEAM: A hybrid mechanistic and deep learning model for COVID-19 forecasting Dongxian Wu Liyao (Mars) Gao X. Xiong Matteo Chinazzi Alessandro Vespignani Yi-An Ma Rose Yu FedML 75 27 0 12 Feb 2021
Broad-UNet: Multi-scale feature learning for nowcasting tasks Jesús García Fernández S. Mehrkanoon 67 70 0 12 Feb 2021
Referring Segmentation in Images and Videos with Cross-Modal Self-Attention Network Linwei Ye Mrigank Rochan Zhi Liu Xiaoqin Zhang Yang Wang VOS EgoV 66 57 0 09 Feb 2021
CMS-LSTM: Context Embedding and Multi-Scale Spatiotemporal Expression LSTM for Predictive Learning Zenghao Chai Zhengzhuo Xu Yunru Bai Zhihui Lin Chun Yuan 62 9 0 06 Feb 2021
RoI Tanh-polar Transformer Network for Face Parsing in the Wild Yiming Lin Jie Shen Yujiang Wang Maja Pantic CVBM ViT 100 50 0 04 Feb 2021
Horizontally Fused Training Array: An Effective Hardware Utilization Squeezer for Training Novel Deep Learning Models Shang Wang Peiming Yang Yuxuan Zheng Xuelong Li Gennady Pekhimenko 82 22 0 03 Feb 2021
Object and Relation Centric Representations for Push Effect Prediction Ahmet E. Tekden Aykut Erdem Erkut Erdem Tamim Asfour Emre Ugur 65 16 0 03 Feb 2021
No-reference denoising of low-dose CT projections E. Zainulina A. Chernyavskiy Dmitry V. Dylov OOD 36 5 0 03 Feb 2021
Digital twins based on bidirectional LSTM and GAN for modelling the COVID-19 pandemic César Quilodrán-Casas Vinicius L. S. Silva Rossella Arcucci Claire E. Heaney Yike Guo Christopher C. Pain 81 43 0 03 Feb 2021
Consistent Recurrent Neural Networks for 3D Neuron Segmentation Felix Gonda D. Wei Hanspeter Pfister 3DV 43 5 0 01 Feb 2021
Numerical Weather Forecasting using Convolutional-LSTM with Attention and Context Matcher Mechanisms Selim Furkan Tekin Arda Fazla Suleyman S. Kozat AI4TS 75 10 0 01 Feb 2021
Playable Video Generation Willi Menapace Stéphane Lathuilière Sergey Tulyakov Aliaksandr Siarohin Elisa Ricci SSL VGen 84 67 0 28 Jan 2021
An Explainable AI System for Automated COVID-19 Assessment and Lesion Categorization from CT-scans M. Pennisi I. Kavasidis C. Spampinato V. Schininà S. Palazzo ... Ada Petrone F. Albarello Giuseppe Ippolito S. Cuzzocrea S. Conoci 54 33 0 28 Jan 2021
Deep learning via LSTM models for COVID-19 infection forecasting in India Rohitash Chandra Ayush Jain D. Chauhan 52 128 0 28 Jan 2021
Probability Trajectory: One New Movement Description for Trajectory Prediction Pei Lv Hui Wei Tianxin Gu Yuzhen Zhang Xiaoheng Jiang Bing Zhou Mingliang Xu 42 0 0 26 Jan 2021
Deep Graph Convolutional Networks for Wind Speed Prediction Tomasz Stanczyk S. Mehrkanoon GNN 150 30 0 25 Jan 2021
Adversarial Text-to-Image Synthesis: A Review Stanislav Frolov Tobias Hinz Federico Raue Jörn Hees Andreas Dengel EGVM 84 178 0 25 Jan 2021
Joint Denoising and Demosaicking with Green Channel Prior for Real-world Burst Images Shi Guo Zhetong Liang Lei Zhang 67 36 0 25 Jan 2021
Short-term daily precipitation forecasting with seasonally-integrated autoencoder Donlapark Ponnoprat AI4TS 40 18 0 23 Jan 2021
Salient Object Detection via Integrity Learning Mingchen Zhuge Deng-Ping Fan Nian Liu Dingwen Zhang Dong Xu Ling Shao AAML 201 314 0 19 Jan 2021
SceneGen: Learning to Generate Realistic Traffic Scenes Shuhan Tan K. Wong Shenlong Wang S. Manivasagam Mengye Ren R. Urtasun 92 107 0 16 Jan 2021
Instance-Aware Predictive Navigation in Multi-Agent Environments Jinkun Cao Xin Wang Trevor Darrell Feng Yu 78 7 0 14 Jan 2021
UCNN: A Convolutional Strategy on Unstructured Mesh Mengfei Xu Shufang Song Xuxiang Sun Weiwei Zhang AI4CE 46 4 0 12 Jan 2021
RethNet: Object-by-Object Learning for Detecting Facial Skin Problems Shohrukh Bekmirzaev Seoyoung Oh Sang-Ah Yoo 46 2 0 06 Jan 2021
CycleSegNet: Object Co-segmentation with Cycle Refinement and Region Correspondence Chi Zhang Guankai Li Guosheng Lin Qingyao Wu Rui Yao 139 26 0 05 Jan 2021
Conditional Local Convolution for Spatio-temporal Meteorological Forecasting Haitao Lin Zhangyang Gao Yongjie Xu Lirong Wu Ling Li Stan. Z. Li AI4TS 236 79 0 04 Jan 2021