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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 detection of Acute Aortic Syndrome in contrast CT images Srikar Yellapragada Yiting Xie Benedikt Graf David Richmond A. Krishnan Arkadiusz Sitek MedIm 20 4 0 03 Apr 2020
Complete CVDL Methodology for Investigating Hydrodynamic Instabilities Reém Harel M. Rusanovsky Yehonatan Fridman A. Shimony Gal Oren AI4CE 47 6 0 03 Apr 2020
LiDAR-based Online 3D Video Object Detection with Graph-based Message Passing and Spatiotemporal Transformer Attention Junbo Yin Jianbing Shen Chenye Guan Dingfu Zhou Ruigang Yang 3DPC 75 139 0 03 Apr 2020
Modulating Bottom-Up and Top-Down Visual Processing via Language-Conditional Filters .Ilker Kesen Ozan Arkan Can Erkut Erdem Aykut Erdem Deniz Yuret VLM 44 1 0 28 Mar 2020
Image compression optimized for 3D reconstruction by utilizing deep neural networks Alexander M. Golts Y. Schechner 3DV 29 12 0 27 Mar 2020
Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction Alireza Samadzadeh Fatemeh Sadat Tabatabaei Far Ali Javadi A. Nickabadi M. Chehreghani 109 54 0 27 Mar 2020
MetNet: A Neural Weather Model for Precipitation Forecasting C. Sønderby L. Espeholt Jonathan Heek Mostafa Dehghani Avital Oliver Tim Salimans Shreya Agrawal Jason Hickey Nal Kalchbrenner AI4Cl 309 277 0 24 Mar 2020
KFNet: Learning Temporal Camera Relocalization using Kalman Filtering Lei Zhou Zixin Luo Tianwei Shen Jiahui Zhang Mingmin Zhen Yao Yao Tian Fang Long Quan 3DPC 105 75 0 24 Mar 2020
Video-based Person Re-Identification using Gated Convolutional Recurrent Neural Networks Yang Feng Yu Wang Jiebo Luo 35 0 0 21 Mar 2020
PCNN: Deep Convolutional Networks for Short-term Traffic Congestion Prediction Meng Chen Xiaohui Yu Yang Liu 57 144 0 16 Mar 2020
Hierarchical Human Parsing with Typed Part-Relation Reasoning Wenguan Wang Hailong Zhu Jifeng Dai Yanwei Pang Jianbing Shen Ling Shao 190 106 0 10 Mar 2020
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation Maryam Asadi-Aghbolaghi Reza Azad M. Fathy Sergio Escalera SSeg 130 61 0 10 Mar 2020
3D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising Kaixuan Wei Ying Fu Hua Huang 90 173 0 10 Mar 2020
FusionLane: Multi-Sensor Fusion for Lane Marking Semantic Segmentation Using Deep Neural Networks Ruochen Yin Biao Yu Huapeng Wu Yuntao Song Runxin Niu 3DPC 85 25 0 09 Mar 2020
On the Texture Bias for Few-Shot CNN Segmentation Reza Azad A. Fayjie C. Kauffmann Ismail Ben Ayed M. Pedersoli Jose Dolz SSeg 72 70 0 09 Mar 2020
Transformation-based Adversarial Video Prediction on Large-Scale Data Pauline Luc Aidan Clark Sander Dieleman Diego de Las Casas Yotam Doron Albin Cassirer Karen Simonyan VGen 336 89 0 09 Mar 2020
A Benchmark for Temporal Color Constancy Yanlin Qian Jani Käpylä Joni-Kristian Kämäräinen S. Koskinen Jirí Matas 56 5 0 08 Mar 2020
Detecting Attended Visual Targets in Video Eunji Chong Yongxin Wang Nataniel Ruiz James M. Rehg 259 116 0 05 Mar 2020
BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation Wei Hao Khoong UQCV OOD SSeg 37 10 0 03 Mar 2020
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction Vincent Le Guen Nicolas Thome AI4CE PINN 168 293 0 03 Mar 2020
Learning to Deblur and Generate High Frame Rate Video with an Event Camera Haoyu Chen Minggui Teng Boxin Shi Wang YIzhou Huang Tiejun 62 41 0 02 Mar 2020
Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics Yuxuan Liang Kun Ouyang Yiwei Wang Ye Liu Junbo Zhang Yu Zheng David S. Rosenblum HAI 27 3 0 28 Feb 2020
Blurry Video Frame Interpolation Wang Shen Wenbo Bao Guangtao Zhai Li Chen Xiongkuo Min Zhiyong Gao 107 94 0 27 Feb 2020
RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference Oindrila Saha Aditya Kusupati H. Simhadri Manik Varma Prateek Jain 85 56 0 27 Feb 2020
Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution Xiaoyu Xiang Yapeng Tian Yulun Zhang Y. Fu J. Allebach Chenliang Xu SupR 52 171 0 26 Feb 2020
Efficient Semantic Video Segmentation with Per-frame Inference Yifan Liu Chunhua Shen Changqian Yu Jingdong Wang VOS 91 128 0 26 Feb 2020
See, Attend and Brake: An Attention-based Saliency Map Prediction Model for End-to-End Driving Ekrem Aksoy A. Yazıcı Mahmut Kasap 81 13 0 24 Feb 2020
Interpretable Crowd Flow Prediction with Spatial-Temporal Self-Attention Haoxing Lin Weijia Jia Yongjian You Yiping Sun AI4TS 70 6 0 22 Feb 2020
Stochastic Latent Residual Video Prediction Jean-Yves Franceschi E. Delasalles Mickaël Chen Sylvain Lamprier Patrick Gallinari VGen 137 160 0 21 Feb 2020
Convolutional Tensor-Train LSTM for Spatio-temporal Learning Jiahao Su Wonmin Byeon Jean Kossaifi Furong Huang Jan Kautz Anima Anandkumar AI4TS 71 122 0 21 Feb 2020
Comparing recurrent and convolutional neural networks for predicting wave propagation Stathi Fotiadis E. Pignatelli Mario Lino Valencia C. Cantwell Amos Storkey Anil A. Bharath 91 37 0 20 Feb 2020
ARMA Nets: Expanding Receptive Field for Dense Prediction Jiahao Su Shiqi Wang Furong Huang 63 1 0 15 Feb 2020
DeepPlume: Very High Resolution Real-Time Air Quality Mapping Grégoire Jauvion Thibaut Cassard B. Quennehen David Lissmyr MoE 30 6 0 14 Feb 2020
A Hybrid 3DCNN and 3DC-LSTM based model for 4D Spatio-temporal fMRI data: An ABIDE Autism Classification study A. E. Gazzar Mirjam Quaak L. Cerliani Peter Bloem G. Wingen R. Thomas 74 35 0 14 Feb 2020
Deep Variational Luenberger-type Observer for Stochastic Video Prediction Dong Wang Feng Zhou Zheng Yan Guang Yao Zongxuan Liu Wennan Ma Cewu Lu 43 0 0 12 Feb 2020
A Survey On 3D Inner Structure Prediction from its Outer Shape Mohamed Mejri Antoine Richard C´edric Pradalier MedIm 15 0 0 11 Feb 2020
PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting Shuo Wang Yanran Li Jiang Zhang Qingye Meng Lingwei Meng Fei Gao 95 143 0 10 Feb 2020
FiniteNet: A Fully Convolutional LSTM Network Architecture for Time-Dependent Partial Differential Equations Ben Stevens T. Colonius AI4TS AI4CE 58 30 0 07 Feb 2020
Solving Raven's Progressive Matrices with Neural Networks Tao Zhuo Mohan S. Kankanhalli 105 26 0 05 Feb 2020
Investigation of the Sense of Agency in Social Cognition, based on frameworks of Predictive Coding and Active Inference: A simulation study on multimodal imitative interaction Wataru Ohata Jun Tani 48 2 0 05 Feb 2020
WeatherBench: A benchmark dataset for data-driven weather forecasting S. Rasp P. Dueben S. Scher Jonathan A. Weyn Soukayna Mouatadid Nils Thuerey AI4Cl AI4TS 124 461 0 02 Feb 2020
Interpreting video features: a comparison of 3D convolutional networks and convolutional LSTM networks Joonatan Mänttäri Sofia Broomé John Folkesson Hedvig Kjellström FAtt 67 28 0 02 Feb 2020
Dual Convolutional LSTM Network for Referring Image Segmentation Linwei Ye Zhi Liu Yang Wang 76 46 0 30 Jan 2020
Real-time Linear Operator Construction and State Estimation with the Kalman Filter Tsuyoshi Ishizone Kazuyuki Nakamura 33 0 0 30 Jan 2020
Lossless Compression of Mosaic Images with Convolutional Neural Network Prediction Seyed Mehdi Ayyoubzadeh Xiaolin Wu 44 3 0 28 Jan 2020
Multimodal Data Fusion based on the Global Workspace Theory C. Bao Zafeirios Fountas Temitayo A. Olugbade N. Bianchi-Berthouze 100 7 0 26 Jan 2020
LE-HGR: A Lightweight and Efficient RGB-based Online Gesture Recognition Network for Embedded AR Devices Hongwei Xie Jiafang Wang Baitao Shao Jian Gu Mingyang Li 35 5 0 16 Jan 2020
Combining Progressive Rethinking and Collaborative Learning: A Deep Framework for In-Loop Filtering Dezhao Wang Sifeng Xia Wenhan Yang Jiaying Liu 38 21 0 16 Jan 2020
Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models Tennison Liu Nhan Duy Truong A. Nikpour Luping Zhou O. Kavehei 67 46 0 15 Jan 2020
Physical-Virtual Collaboration Modeling for Intra-and Inter-Station Metro Ridership Prediction Lingbo Liu Jingwen Chen Hefeng Wu Jiajie Zhen Guanbin Li Liang Lin 54 10 0 14 Jan 2020