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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
Spatiotemporal Data Fusion for Precipitation Nowcasting V. Ivashkin V. Lebedev 29 6 0 28 Dec 2018
Future semantic segmentation of time-lapsed videos with large temporal displacement Talha Ahmad Siddiqui Samarth Bharadwaj 47 0 0 27 Dec 2018
Coupled Recurrent Network (CRN) Lin Sun Kui Jia Yuejia Shen Silvio Savarese Dit-Yan Yeung Bertram E. Shi 40 4 0 25 Dec 2018
A Unified Framework for Mutual Improvement of SLAM and Semantic Segmentation Kai Wang Yimin Lin Luowei Wang Liming Han Minjie Hua Xiang Wang Kai Wang Bill Huang SSeg 96 28 0 25 Dec 2018
Multi-Step Prediction of Occupancy Grid Maps with Recurrent Neural Networks Nima Mohajerin Mohsen Rohani 68 64 0 21 Dec 2018
PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency Detection Nian Liu Junwei Han Ming-Hsuan Yang SSeg 99 103 0 15 Dec 2018
AU R-CNN: Encoding Expert Prior Knowledge into R-CNN for Action Unit Detection Chen Ma Li Chen Jun-hai Yong 54 88 0 14 Dec 2018
Taxi Demand-Supply Forecasting: Impact of Spatial Partitioning on the Performance of Neural Networks Neema Davis G. Raina Krishna Jagannathan 20 2 0 10 Dec 2018
A Structured Model For Action Detection Yubo Zhang P. Tokmakov M. Hebert Cordelia Schmid 118 101 0 09 Dec 2018
Brain Segmentation from k-space with End-to-end Recurrent Attention Network Qiaoying Huang Xiao Chen Dimitris N. Metaxas M. Nadar MedIm 48 1 0 05 Dec 2018
Learn to See by Events: Color Frame Synthesis from Event and RGB Cameras S. Pini Guido Borghi R. Vezzani GAN 103 24 0 05 Dec 2018
Topological Map Extraction from Overhead Images Zuoyue Li Jan Dirk Wegner Aurelien Lucchi 143 160 0 04 Dec 2018
Cross-Classification Clustering: An Efficient Multi-Object Tracking Technique for 3-D Instance Segmentation in Connectomics Yaron Meirovitch Lu Mi Hayk Saribekyan A. Matveev David Rolnick Nir Shavit 70 39 0 04 Dec 2018
Disease Detection in Weakly Annotated Volumetric Medical Images using a Convolutional LSTM Network Nathaniel Braman David Beymer E. Dehghan 38 5 0 03 Dec 2018
TwoStreamVAN: Improving Motion Modeling in Video Generation Ximeng Sun Huijuan Xu Kate Saenko DiffM VGen 61 17 0 03 Dec 2018
Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-Based Robotic Control F. Ebert Chelsea Finn Sudeep Dasari Annie Xie Alex X. Lee Sergey Levine SSL 118 392 0 03 Dec 2018
Disentangling Propagation and Generation for Video Prediction Hang Gao Huazhe Xu Qi-Zhi Cai Ruth Wang Feng Yu Trevor Darrell 108 84 0 02 Dec 2018
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger Gabriel Synnaeve Zeming Lin Jonas Gehring Daniel Gant Vegard Mella Vasil Khalidov Nicolas Carion Nicolas Usunier 79 25 0 30 Nov 2018
Image Generation from Layout Bo Zhao Lili Meng Weidong Yin Leonid Sigal 94 210 0 28 Nov 2018
Generalizing semi-supervised generative adversarial networks to regression using feature contrasting Yifan Wang Zhigang Zhu Hao Tang GAN 75 58 0 27 Nov 2018
Learning State Representations in Complex Systems with Multimodal Data P. Solovev Vladimir Aliev Pavel Ostyakov Gleb Sterkin Elizaveta Logacheva Stepan Troeshestov Roman Suvorov Anton Mashikhin Oleg Khomenko Sergey I. Nikolenko SSL AI4TS 43 3 0 27 Nov 2018
Time-Aware and View-Aware Video Rendering for Unsupervised Representation Learning Shruti Vyas Yogesh S Rawat M. Shah AI4TS 121 4 0 26 Nov 2018
LSTA: Long Short-Term Attention for Egocentric Action Recognition Swathikiran Sudhakaran Sergio Escalera Oswald Lanz EgoV 80 143 0 26 Nov 2018
Deep RNN Framework for Visual Sequential Applications Bo Pang Kaiwen Zha Hanwen Cao Chen Shi Cewu Lu ViT HAI 115 49 0 25 Nov 2018
Guided Feature Selection for Deep Visual Odometry Fei Xue Qiuyuan Wang Xin Wang W. Dong Junqiu Wang H. Zha MDE 74 51 0 25 Nov 2018
Recurrently Controlled Recurrent Networks Yi Tay Anh Tuan Luu S. Hui 73 16 0 24 Nov 2018
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN Masaki Saito Shunta Saito Masanori Koyama Sosuke Kobayashi 96 147 0 22 Nov 2018
MGANet: A Robust Model for Quality Enhancement of Compressed Video Xiandong Meng Xuan Deng Shuyuan Zhu Shuaicheng Liu Chuan Wang Chen Chen B. Zeng GAN 59 19 0 22 Nov 2018
Seeing in the dark with recurrent convolutional neural networks Till S. Hartmann 45 3 0 21 Nov 2018
A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data Chuxu Zhang Dongjin Song Yuncong Chen Xinyang Feng C. Lumezanu Wei Cheng Jingchao Ni Bo Zong Haifeng Chen Nitesh Chawla AI4TS 190 707 0 20 Nov 2018
Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics Yunbo Wang Jianjin Zhang Hongyu Zhu Mingsheng Long Jianmin Wang Philip S Yu AI4TS 97 323 0 19 Nov 2018
Recurrent Convolutions for Causal 3D CNNs Gurkirt Singh Fabio Cuzzolin 3DPC 45 0 0 17 Nov 2018
Relational Long Short-Term Memory for Video Action Recognition Zexi Chen B. Ramachandra Tianfu Wu Ranga Raju Vatsavai 114 5 0 16 Nov 2018
Neural Predictive Belief Representations Z. Guo M. G. Azar Bilal Piot Bernardo Avila-Pires Rémi Munos SSL 85 81 0 15 Nov 2018
Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search Lars Buesing T. Weber Yori Zwols S. Racanière A. Guez Jean-Baptiste Lespiau N. Heess CML 121 138 0 15 Nov 2018
A multi-level convolutional LSTM model for the segmentation of left ventricle myocardium in infarcted porcine cine MR images Dongqing Zhang Ilknur Icke B. Dogdas S. Parimal S. Sampath J. Forbes Ansuman Bagchi Chih-Liang Chin Antong Chen MedIm 49 23 0 14 Nov 2018
Exploiting temporal and depth information for multi-frame face anti-spoofing Zezheng Wang Chenxu Zhao Yunxiao Qin Qiusheng Zhou Guojun Qi Jun Wan Zhen Lei CVBM 71 74 0 13 Nov 2018
A test case for application of convolutional neural networks to spatio-temporal climate data: Re-identifying clustered weather patterns Ashesh Chattopadhyay Pedram Hassanzadeh S. Pasha 55 143 0 12 Nov 2018
Repetitive Motion Estimation Network: Recover cardiac and respiratory signal from thoracic imaging Xiaoxiao Li V. Singh Yifan Wu S. Modgil James Duncan Ankur Kapoor 52 5 0 08 Nov 2018
PaDNet: Pan-Density Crowd Counting Yukun Tian Yiming Lei Junping Zhang Ming Wang 93 102 0 07 Nov 2018
Convolutional Recurrent Predictor: Implicit Representation for Multi-target Filtering and Tracking Mehryar Emambakhsh Alessandro Bay E. Vazquez 84 7 0 01 Nov 2018
Ionospheric activity prediction using convolutional recurrent neural networks Alexandre Boulch Noëlie Cherrier T. Castaings 38 21 0 31 Oct 2018
Visual Attention Network for Low Dose CT Wenchao Du Hu Chen Peixi Liao Hongyu Yang Ge Wang Yi Zhang GAN MedIm 67 33 0 31 Oct 2018
Discovering state-parameter mappings in subsurface models using generative adversarial networks A. Sun GAN AI4CE 50 76 0 30 Oct 2018
Long Short-Term Attention G. Zhong Xin Lin Kang Chen Qingyang Li Kaizhu Huang ODL RALM HAI 51 10 0 30 Oct 2018
Shorten Spatial-spectral RNN with Parallel-GRU for Hyperspectral Image Classification Haowen Luo 60 24 0 30 Oct 2018
Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery M. Rußwurm Marco Körner 80 37 0 28 Oct 2018
Reduced-Gate Convolutional LSTM Using Predictive Coding for Spatiotemporal Prediction Nelly Elsayed Anthony Maida Magdy A. Bayoumi 25 5 0 16 Oct 2018
From Deep to Physics-Informed Learning of Turbulence: Diagnostics Ryan N. King O. Hennigh A. Mohan Michael Chertkov AI4CE 78 57 0 16 Oct 2018
Trellis Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun 86 146 0 15 Oct 2018