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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
TENet: Triple Excitation Network for Video Salient Object Detection Sucheng Ren Chu Han Xin Yang Guoqiang Han Shengfeng He 60 57 0 20 Jul 2020
CASNet: Common Attribute Support Network for image instance and panoptic segmentation Xiaolong Liu Y. Hou Anbang Yao Yurong Chen Keqiang Li SSeg ISeg 77 3 0 17 Jul 2020
SiamParseNet: Joint Body Parsing and Label Propagation in Infant Movement Videos Haomiao Ni Yuan Xue Qian Zhang Xiaolei Huang 59 4 0 16 Jul 2020
Dynamic Relational Inference in Multi-Agent Trajectories Ruichao Xiao Manish Kumar Singh Rose Yu 122 2 0 16 Jul 2020
Comparison of Different Methods for Time Sequence Prediction in Autonomous Vehicles Teng Liu Bin Tian Yunfeng Ai Long Chen Fei Liu Dongpu Cao AI4TS 31 0 0 16 Jul 2020
CloudCast: A Satellite-Based Dataset and Baseline for Forecasting Clouds A. H. Nielsen Alexandros Iosifidis H. Karstoft 54 19 0 15 Jul 2020
Temporal Distinct Representation Learning for Action Recognition Junwu Weng Donghao Luo Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Xudong Jiang Junsong Yuan 76 26 0 15 Jul 2020
On the Inclusion of Spatial Information for Spatio-Temporal Neural Networks Rodrigo de Medrano J. Aznarte 63 16 0 15 Jul 2020
FADACS: A Few-shot Adversarial Domain Adaptation Architecture for Context-Aware Parking Availability Sensing Wei Shao Sichen Zhao Zhen Zhang Shiyu Wang Mohammad Saiedur Rahaman A. Song Flora D. Salim 20 18 0 13 Jul 2020
Universal-to-Specific Framework for Complex Action Recognition Peisen Zhao Lingxi Xie Ya Zhang Qi Tian 60 9 0 13 Jul 2020
Temporally Correlated Task Scheduling for Sequence Learning Xueqing Wu Lewen Wang Yingce Xia Weiqing Liu Lijun Wu Shufang Xie Tao Qin Tie-Yan Liu 54 10 0 10 Jul 2020
SeqHAND:RGB-Sequence-Based 3D Hand Pose and Shape Estimation John Yang H. Chang Seungeui Lee Nojun Kwak 3DH 105 50 0 10 Jul 2020
LORCK: Learnable Object-Resembling Convolution Kernels E. Lazareva Oleg Y. Rogov O. Shegaǐ D. Larionov Dmitry V. Dylov 71 4 0 09 Jul 2020
SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet Architecture Kevin Trebing Tomasz Stanczyk S. Mehrkanoon 109 341 0 08 Jul 2020
Spatial-Angular Attention Network for Light Field Reconstruction Gaochang Wu Yingqian Wang Yebin Liu Lu Fang Tianyou Chai 3DV 78 46 0 05 Jul 2020
Wind speed prediction using multidimensional convolutional neural networks Kevin Trebing S. Mehrkanoon 59 39 0 04 Jul 2020
Video Prediction via Example Guidance Jingwei Xu Huazhe Xu Bingbing Ni Xiaokang Yang Trevor Darrell AI4TS 89 17 0 03 Jul 2020
Understanding Road Layout from Videos as a Whole Buyu Liu Bingbing Zhuang S. Schulter Pan Ji Manmohan Chandraker 50 21 0 02 Jul 2020
Lightweight Temporal Self-Attention for Classifying Satellite Image Time Series Vivien Sainte Fare Garnot Loic Landrieu 67 79 0 01 Jul 2020
Robust Semantic Segmentation in Adverse Weather Conditions by means of Fast Video-Sequence Segmentation Andreas Pfeuffer Klaus C. J. Dietmayer 37 15 0 01 Jul 2020
Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques Mazin Hnewa H. Radha 88 144 0 30 Jun 2020
Robustifying Sequential Neural Processes Jaesik Yoon Gautam Singh Sungjin Ahn 69 27 0 29 Jun 2020
Deep Orthogonal Decompositions for Convective Nowcasting Daniel J. Tait AI4Cl 25 1 0 28 Jun 2020
Spatio-temporal Sequence Prediction with Point Processes and Self-organizing Decision Trees Oguzhan Karaahmetoglu Suleyman S. Kozat 3DPC 18 4 0 25 Jun 2020
Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model Ren Yang Fabian Mentzer Luc Van Gool Radu Timofte 89 140 0 24 Jun 2020
Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network Qing Lyu Hongming Shan Yibin Xie Debiao Li Ge Wang MedIm 65 33 0 23 Jun 2020
High-Resolution Air Quality Prediction Using Low-Cost Sensors Thibaut Cassard Grégoire Jauvion David Lissmyr 29 3 0 22 Jun 2020
Spatio-Temporal Tensor Sketching via Adaptive Sampling Jing Ma Qiuchen Zhang Joyce C. Ho Li Xiong AI4TS 53 6 0 21 Jun 2020
Learning compact generalizable neural representations supporting perceptual grouping Vijay Veerabadran V. D. Sa 58 2 0 21 Jun 2020
To Explain or Not to Explain: A Study on the Necessity of Explanations for Autonomous Vehicles Yuan-Chung Shen Shanduojiao Jiang Yanlin Chen Katie Driggs Campbell 82 42 0 21 Jun 2020
Driver Intention Anticipation Based on In-Cabin and Driving Scene Monitoring Yao Rong Zeynep Akata Enkelejda Kasneci 49 31 0 20 Jun 2020
Deep Learning-based Single Image Face Depth Data Enhancement Torsten Schlett Christian Rathgeb Christoph Busch CVBM 65 16 0 19 Jun 2020
Learning to infer in recurrent biological networks Ari S. Benjamin Konrad Paul Kording SSL DRL 53 1 0 18 Jun 2020
Forward Prediction for Physical Reasoning Rohit Girdhar Laura Gustafson Aaron B. Adcock Laurens van der Maaten LRM AI4CE 129 21 0 18 Jun 2020
Latent Video Transformer Ruslan Rakhimov Denis Volkhonskiy Alexey Artemov Denis Zorin Evgeny Burnaev VGen 107 121 0 18 Jun 2020
Preserving Dynamic Attention for Long-Term Spatial-Temporal Prediction Haoxing Lin Rufan Bai Weijia Jia Xinyu Yang Yongjian You HAI AI4TS 68 66 0 16 Jun 2020
PlumeNet: Large-Scale Air Quality Forecasting Using A Convolutional LSTM Network Antoine Alléon Grégoire Jauvion B. Quennehen David Lissmyr AI4TS 57 20 0 14 Jun 2020
Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances Sijie He Xinyan Li T. DelSole Pradeep Ravikumar A. Banerjee AI4Cl 129 44 0 14 Jun 2020
Alternating ConvLSTM: Learning Force Propagation with Alternate State Updates Congyue Deng Tai-Jiang Mu Shimin Hu 25 4 0 14 Jun 2020
Exploiting the ConvLSTM: Human Action Recognition using Raw Depth Video-Based Recurrent Neural Networks Adrián Sánchez-Caballero D. Fuentes-Jiménez Cristina Losada-Gutiérrez 74 23 0 13 Jun 2020
A generative adversarial network approach to (ensemble) weather prediction Alexander Bihlo AI4Cl 76 81 0 13 Jun 2020
iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networks Aman Chadha John Britto M. Mani Roja SupR 51 25 0 13 Jun 2020
A Deep Learning Framework for Recognizing both Static and Dynamic Gestures Osama Mazhar S. Ramdani A. Cherubini 72 16 0 11 Jun 2020
Fast Modeling and Understanding Fluid Dynamics Systems with Encoder-Decoder Networks Rohan Thavarajah X. Zhai Zhe-Rui Ma D. Castineira PINN AI4CE 43 8 0 09 Jun 2020
Recurrent Flow Networks: A Recurrent Latent Variable Model for Density Modelling of Urban Mobility Daniele Gammelli Filipe Rodrigues 42 1 0 09 Jun 2020
Deeply Shared Filter Bases for Parameter-Efficient Convolutional Neural Networks Woochul Kang Daeyeon Kim 49 2 0 09 Jun 2020
Single Image Deraining via Scale-space Invariant Attention Neural Network Bo Pang Deming Zhai Junjun Jiang Xianming Liu 88 9 0 09 Jun 2020
Multi-fidelity Generative Deep Learning Turbulent Flows N. Geneva N. Zabaras AI4CE 85 44 0 08 Jun 2020
Text Detection and Recognition in the Wild: A Review Z. Raisi Mohamed A. Naiel Paul Fieguth Steven Wardell John S. Zelek 84 35 0 08 Jun 2020
Spatial-Temporal Dynamic Graph Attention Networks for Ride-hailing Demand Prediction Weiguo Pian Yingbo Wu Xiangmou Qu Junpeng Cai Ziyi Kou GNN AI4TS 73 13 0 07 Jun 2020