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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
Time Series Analysis and Forecasting of COVID-19 Cases Using LSTM and ARIMA Models Arko Barman AI4TS 21 12 0 05 Jun 2020
Hybrid Scheme of Kinematic Analysis and Lagrangian Koopman Operator Analysis for Short-term Precipitation Forecasting Shitao Zheng T. Miyamoto K. Iwanami S. Shimizu Ryohei Kato 68 3 0 03 Jun 2020
Complex Sequential Understanding through the Awareness of Spatial and Temporal Concepts Bo Pang Kaiwen Zha Hanwen Cao Jiajun Tang Minghui Yu Cewu Lu 77 25 0 30 May 2020
Automatic Diagnosis of Pulmonary Embolism Using an Attention-guided Framework: A Large-scale Study Luyao Shi Deepta Rajan Shafiq Abedin Srikar Yellapragada David Beymer E. Dehghan 65 18 0 29 May 2020
Learning Various Length Dependence by Dual Recurrent Neural Networks Chenpeng Zhang Shuai Li Mao Ye Ce Zhu Xue Li 49 7 0 28 May 2020
Extrapolative-Interpolative Cycle-Consistency Learning for Video Frame Extrapolation Sangjin Lee Hyeongmin Lee Taeoh Kim Sangyoun Lee 14 1 0 27 May 2020
DJEnsemble: On the Selection of a Disjoint Ensemble of Deep Learning Black-Box Spatio-Temporal Models Y. M. Souto R. S. Pereira Rocío Zorrilla A. Silva Brian Tsan Florin Rusu Eduardo S. Ogasawara A. Ziviani Fábio Porto 67 1 0 22 May 2020
Formant Tracking Using Dilated Convolutional Networks Through Dense Connection with Gating Mechanism Wang Dai Jinsong Zhang Yingming Gao Wei Wei Dengfeng Ke Binghuai Lin Yanlu Xie 61 4 0 21 May 2020
Efficient and Phase-aware Video Super-resolution for Cardiac MRI Jhih-Yuan Lin Yu-Cheng Chang Winston H. Hsu SupR MedIm 64 10 0 21 May 2020
MBA-RainGAN: Multi-branch Attention Generative Adversarial Network for Mixture of Rain Removal from Single Images Yiyang Shen Yidan Feng Sen Deng Dong Liang Jing Qin Haoran Xie Mingqiang Wei GAN 48 8 0 21 May 2020
Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields with a Generative Adversarial Network J. Leinonen D. Nerini A. Berne 108 141 0 20 May 2020
Deep learning with 4D spatio-temporal data representations for OCT-based force estimation N. Gessert M. Bengs M. Schlüter Alexander Schlaefer 58 23 0 20 May 2020
Bridging the Gap Between Training and Inference for Spatio-Temporal Forecasting Hongbin Liu Ickjai Lee AI4TS 39 1 0 19 May 2020
Deep Learning for Post-Processing Ensemble Weather Forecasts Peter Grönquist Chengyuan Yao Tal Ben-Nun Nikoli Dryden P. Dueben Shigang Li Torsten Hoefler 60 168 0 18 May 2020
DENS-ECG: A Deep Learning Approach for ECG Signal Delineation A. Peimankar S. Puthusserypady 123 125 0 18 May 2020
Model Linkage Selection for Cooperative Learning Jiaying Zhou Jie Ding Kean Ming Tan Vahid Tarokh 54 4 0 15 May 2020
Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey Joakim Skarding Bogdan Gabrys Katarzyna Musial AI4CE 122 240 0 13 May 2020
A global method to identify trees outside of closed-canopy forests with medium-resolution satellite imagery J. Brandt F. Stolle 37 3 0 13 May 2020
Localized convolutional neural networks for geospatial wind forecasting Arnas Uselis M. Lukoševičius Lukas Stasytis 40 16 0 12 May 2020
A review of radar-based nowcasting of precipitation and applicable machine learning techniques R. Prudden Samantha V. Adams D. Kangin Nial H. Robinson Suman V. Ravuri S. Mohamed A. Arribas AI4Cl OffRL 94 45 0 11 May 2020
An Effective Dynamic Spatio-temporal Framework with Multi-Source Information for Traffic Prediction Jichen Wang Weiguo Zhu Yongqi Sun Chunzi Tian AI4TS 39 4 0 08 May 2020
Hierarchical Predictive Coding Models in a Deep-Learning Framework Matin Hosseini Anthony Maida BDL 56 8 0 07 May 2020
Physics-informed learning of governing equations from scarce data Zhao Chen Yang Liu Hao Sun PINN AI4CE 117 399 0 05 May 2020
Streaming Object Detection for 3-D Point Clouds Wei Han Zhengdong Zhang Benjamin Caine Brandon Yang Christoph Sprunk O. Alsharif Jiquan Ngiam Vijay Vasudevan Jonathon Shlens Zhiwen Chen 3DPC 77 28 0 04 May 2020
PreCNet: Next-Frame Video Prediction Based on Predictive Coding Z. Straka Tomáš Svoboda Matej Hoffmann 68 17 0 30 Apr 2020
Feedback U-net for Cell Image Segmentation Eisuke Shibuya Kazuhiro Hotta 35 28 0 30 Apr 2020
Skeleton Focused Human Activity Recognition in RGB Video Bruce X. B. Yu Yan Liu Keith C. C. Chan 67 4 0 29 Apr 2020
Detective: An Attentive Recurrent Model for Sparse Object Detection A. Kechaou Manuel Martínez Monica Haurilet Rainer Stiefelhagen ObjD 32 3 0 25 Apr 2020
Machine Number Sense: A Dataset of Visual Arithmetic Problems for Abstract and Relational Reasoning Wenhe Zhang Chi Zhang Yixin Zhu Song-Chun Zhu AIMat 70 27 0 25 Apr 2020
Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory Fatemeh Azimi B. Bischke Sebastián M. Palacio Federico Raue Jörn Hees Andreas Dengel VOS VLM 75 4 0 25 Apr 2020
Urban Anomaly Analytics: Description, Detection, and Prediction Mingyang Zhang Tong Li Yue Yu Yong Li Pan Hui Yu Zheng 66 77 0 25 Apr 2020
4D Spatio-Temporal Deep Learning with 4D fMRI Data for Autism Spectrum Disorder Classification M. Bengs N. Gessert Alexander Schlaefer 33 21 0 21 Apr 2020
A Deep Learning Approach for Motion Forecasting Using 4D OCT Data M. Bengs N. Gessert Alexander Schlaefer 3DPC 8 1 0 21 Apr 2020
CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices Valerii Likhosherstov Jared Davis K. Choromanski Adrian Weller 38 4 0 18 Apr 2020
Approximate Inverse Reinforcement Learning from Vision-based Imitation Learning Keuntaek Lee Bogdan I. Vlahov Jason Gibson James M. Rehg Evangelos A. Theodorou 56 10 0 17 Apr 2020
Fully Automated Myocardial Strain Estimation from CMR Tagged Images using a Deep Learning Framework in the UK Biobank E. Ferdian Avan Suinesiaputra K. Fung N. Aung E. Lukaschuk ... J. Paiva Stefan K. Piechnik S. Neubauer S. Petersen Alistair Young 51 36 0 15 Apr 2020
Mosaic Super-resolution via Sequential Feature Pyramid Networks M. Shoeiby M. Armin M. S. Aliakbarian Saeed Anwar L. Petersson SupR 43 6 0 15 Apr 2020
Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning Kangning Liu Shuhang Gu Andrés Romero Radu Timofte 51 9 0 14 Apr 2020
Physics-Incorporated Convolutional Recurrent Neural Networks for Source Identification and Forecasting of Dynamical Systems Priyabrata Saha Saurabh Dash Saibal Mukhopadhyay AI4CE 66 31 0 14 Apr 2020
A Survey of Single-Scene Video Anomaly Detection B. Ramachandra Michael J. Jones Ranga Raju Vatsavai AI4TS 96 180 0 13 Apr 2020
SSP: Single Shot Future Trajectory Prediction Isht Dwivedi Srikanth Malla Behzad Dariush Chiho Choi 73 7 0 13 Apr 2020
Learning Event-Based Motion Deblurring Zhe Jiang Yu Zhang Dongqing Zou Jimmy S. J. Ren Jiancheng Lv Yebin Liu 80 153 0 13 Apr 2020
STAS: Adaptive Selecting Spatio-Temporal Deep Features for Improving Bias Correction on Precipitation Yiqun Liu Shouzhen Chen Lei Chen Hai Chu Xiaoyang Xu Junping Zhang Leiming Ma 45 0 0 13 Apr 2020
Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems Jingjing Gu Qiang Zhou Jingyuan Yang Yanchi Liu Fuzhen Zhuang Yanchao Zhao Hui Xiong 34 19 0 13 Apr 2020
Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network Md. Rezaul Karim Bharathi Raja Chakravarthi John P. Mccrae Michael Cochez 65 71 0 11 Apr 2020
A Review on Deep Learning Techniques for Video Prediction Sergiu Oprea P. Martinez-Gonzalez Alberto Garcia-Garcia John Alejandro Castro-Vargas S. Orts-Escolano Jose Garcia-Rodriguez Antonis Argyros 109 256 0 10 Apr 2020
Sequential View Synthesis with Transformer Phong Nguyen-Ha Lam Huynh Esa Rahtu J. Heikkilä ViT 50 2 0 09 Apr 2020
Feedback Recurrent Autoencoder for Video Compression Adam Goliñski Reza Pourreza Yang Yang Guillaume Sautière Taco S. Cohen VGen 106 48 0 09 Apr 2020
Hierarchical Opacity Propagation for Image Matting Yaoyi Li Qin Xu Hongtao Lu 71 13 0 07 Apr 2020
SimAug: Learning Robust Representations from Simulation for Trajectory Prediction Junwei Liang Lu Jiang Alexander G. Hauptmann 68 18 0 04 Apr 2020