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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
Spatiotemporal Tile-based Attention-guided LSTMs for Traffic Video Prediction T. Hascoet AI4TS 49 3 0 24 Oct 2019
Tropical Cyclone Track Forecasting using Fused Deep Learning from Aligned Reanalysis Data Sophie Giffard-Roisin Mo Yang Guillaume Charpiat Christina Kumler-Bonfanti Balázs Kégl C. Monteleoni 83 88 0 23 Oct 2019
Composite Neural Network: Theory and Application to PM2.5 Prediction M. Yang Meng Chang Chen PINN 34 9 0 22 Oct 2019
Theoretical Investigation of Composite Neural Network M. Yang Meng Chang Chen PINN 37 3 0 18 Oct 2019
PointRNN: Point Recurrent Neural Network for Moving Point Cloud Processing Hehe Fan Yezhou Yang 3DPC 69 89 0 18 Oct 2019
Discrete Residual Flow for Probabilistic Pedestrian Behavior Prediction Ajay Jain Sergio Casas Renjie Liao Yuwen Xiong Song Feng Sean Segal R. Urtasun 226 73 0 17 Oct 2019
Animating Landscape: Self-Supervised Learning of Decoupled Motion and Appearance for Single-Image Video Synthesis Yuki Endo Yoshihiro Kanamori Shigeru Kuriyama 71 18 0 16 Oct 2019
Backpropagation Algorithms and Reservoir Computing in Recurrent Neural Networks for the Forecasting of Complex Spatiotemporal Dynamics Pantelis R. Vlachas Jaideep Pathak Brian R. Hunt T. Sapsis M. Girvan Edward Ott Petros Koumoutsakos AI4TS 94 400 0 09 Oct 2019
Unaligned Image-to-Sequence Transformation with Loop Consistency Siyang Wang Justin Lazarow Kwonjoon Lee Zhuowen Tu 21 0 0 09 Oct 2019
Towards Learning to Detect and Predict Contact Events on Vision-based Tactile Sensors Yazhan Zhang Weihao Yuan Zicheng Kan M. Y. Wang 50 37 0 09 Oct 2019
Action-conditioned Benchmarking of Robotic Video Prediction Models: a Comparative Study Manuel S. Nunes Atabak Dehban Plinio Moreno J. Santos-Victor 61 12 0 07 Oct 2019
SCALOR: Generative World Models with Scalable Object Representations Jindong Jiang Sepehr Janghorbani Gerard de Melo Sungjin Ahn OCL DRL 116 133 0 06 Oct 2019
Early Estimation of User's Intention of Tele-Operation Using Object Affordance and Hand Motion in a Dual First-Person Vision Motoki Kojima Kyumin Lee 8 0 0 05 Oct 2019
Pi-PE: A Pipeline for Pulmonary Embolism Detection using Sparsely Annotated 3D CT Images Deepta Rajan David Beymer Shafiq Abedin E. Dehghan 58 27 0 05 Oct 2019
CLEVRER: CoLlision Events for Video REpresentation and Reasoning Kexin Yi Yuta Saito Yunzhu Li Pushmeet Kohli Jiajun Wu Antonio Torralba J. Tenenbaum NAI 147 475 0 03 Oct 2019
Omnipush: accurate, diverse, real-world dataset of pushing dynamics with RGB-D video Maria Bauzá Ferran Alet Yen-Chen Lin Tomas Lozano-Perez L. Kaelbling Phillip Isola Alberto Rodriguez 90 22 0 01 Oct 2019
CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing Kevin Duarte Yogesh S Rawat M. Shah VOS 92 69 0 30 Sep 2019
LIP: Learning Instance Propagation for Video Object Segmentation Ye Lyu G. Vosselman Guisong Xia M. Yang VOS 48 4 0 30 Sep 2019
A Video Recognition Method by using Adaptive Structural Learning of Long Short Term Memory based Deep Belief Network Shin Kamada T. Ichimura 30 2 0 30 Sep 2019
Machine Learning vs Statistical Methods for Time Series Forecasting: Size Matters Vítor Cerqueira Luís Torgo Carlos Soares AI4TS 44 64 0 29 Sep 2019
DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation Fangyin Wei Renjie Liao Li Gu Yuwen Xiong Sanja Fidler R. Urtasun VOS 112 77 0 27 Sep 2019
Benchmarking Tropical Cyclone Rapid Intensification with Satellite Images and Attention-based Deep Models C. Bai Buo‐Fu Chen Hsuan-Tien Lin 29 2 0 25 Sep 2019
Motion Estimation in Occupancy Grid Maps in Stationary Settings Using Recurrent Neural Networks M. Schreiber Vasileios Belagiannis Claudius Glaeser Klaus C. J. Dietmayer 91 20 0 25 Sep 2019
WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series Jinho Lee Seokho Yi Jaewoo Kang AI4TS 41 15 0 24 Sep 2019
Semi-supervised estimation of event temporal length for cell event detection Ha Tran Hong Phan Ashnil Kumar Dagan Feng M. Fulham Jinman Kim 55 0 0 22 Sep 2019
Deep Complex Networks for Protocol-Agnostic Radio Frequency Device Fingerprinting in the Wild Ioannis Agadakos Nikolaos Agadakos Jason Polakis Mohamed R. Amer 58 18 0 18 Sep 2019
Statistical and machine learning ensemble modelling to forecast sea surface temperature Stefan Wolff Fearghal O'Donncha Bei Chen AI4Cl 32 75 0 18 Sep 2019
Scene Compliant Trajectory Forecast with Agent-Centric Spatio-Temporal Grids Daniela A. Ridel Nachiket Deo D. Wolf Mohan M. Trivedi 69 71 0 16 Sep 2019
Temporally Consistent Depth Prediction with Flow-Guided Memory Units Chanho Eom Hyunjong Park Bumsub Ham MDE 68 14 0 16 Sep 2019
Metric-Based Few-Shot Learning for Video Action Recognition Chris Careaga Brian Hutchinson Nathan Oken Hodas Lawrence Phillips 143 22 0 14 Sep 2019
Distanced LSTM: Time-Distanced Gates in Long Short-Term Memory Models for Lung Cancer Detection Riqiang Gao Yuankai Huo Shunxing Bao Yucheng Tang S. Antic ... S. Deppen Alexis B. Paulson K. Sandler P. Massion Bennett A. Landman 53 42 0 11 Sep 2019
Disentangled Image Matting Shaofan Cai Xiaoshuai Zhang Haoqiang Fan Haibin Huang Jiangyu Liu Jiaming Liu Jiaying Liu Jue Wang Jian Sun 139 117 0 10 Sep 2019
Belief Regulated Dual Propagation Nets for Learning Action Effects on Groups of Articulated Objects Ahmet E. Tekden Aykut Erdem Erkut Erdem Mert Imre M. Yunus Seker Emre Ugur AI4CE 124 17 0 09 Sep 2019
Recovery of Future Data via Convolution Nuclear Norm Minimization Guangcan Liu Wayne Zhang AI4TS 64 20 0 06 Sep 2019
Utilizing Temporal Information in Deep Convolutional Network for Efficient Soccer Ball Detection and Tracking Anna Kukleva M. A. Khan Hafez Farazi Sven Behnke 41 6 0 05 Sep 2019
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction Xiaoli Liu Jianqin Yin Huaping Liu Yilong Yin 3DH 85 7 0 04 Sep 2019
Conditional Vehicle Trajectories Prediction in CARLA Urban Environment Thibault Buhet É. Wirbel Xavier Perrotton 79 13 0 02 Sep 2019
Dynamic Spatial-Temporal Representation Learning for Traffic Flow Prediction Lingbo Liu Jiajie Zhen Guanbin Li Geng Zhan Zhaocheng He Bowen Du Liang Lin AI4TS 55 8 0 02 Sep 2019
Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions Reza Azad Maryam Asadi-Aghbolaghi M. Fathy Sergio Escalera SSeg MedIm 91 347 0 31 Aug 2019
Multi-Grained Spatio-temporal Modeling for Lip-reading Chenhao Wang 73 52 0 30 Aug 2019
Exploiting Temporality for Semi-Supervised Video Segmentation Radu Sibechi Olaf Booij N. Baka Peter Bloem VOS 49 14 0 29 Aug 2019
Distributed Deep Learning for Precipitation Nowcasting S. Samsi Christopher J. Mattioli Mark S. Veillette 77 23 0 28 Aug 2019
Inception-inspired LSTM for Next-frame Video Prediction Matin Hosseini Anthony Maida Majid Hosseini Raju N. Gottumukkala 49 18 0 28 Aug 2019
Dynamic Kernel Distillation for Efficient Pose Estimation in Videos Xuecheng Nie Yuncheng Li Linjie Luo Ning Zhang Jiashi Feng 3DH 81 65 0 24 Aug 2019
Convolutional Recurrent Reconstructive Network for Spatiotemporal Anomaly Detection in Solder Paste Inspection Yong-Ho Yoo Ue-Hwan Kim Jong-hwan Kim UQCV 46 23 0 22 Aug 2019
An End-to-end Video Text Detector with Online Tracking Hongyuan Yu Chengquan Zhang Xuan Li Junyu Han Errui Ding Liang Wang 49 17 0 20 Aug 2019
Comparing linear structure-based and data-driven latent spatial representations for sequence prediction Myriam Bontonou Carlos Lassance Vincent Gripon Nicolas Farrugia AI4TS 24 0 0 19 Aug 2019
Detecting abnormalities in resting-state dynamics: An unsupervised learning approach Meenakshi Khosla K. Jamison Amy Kuceyeski M. Sabuncu 41 7 0 16 Aug 2019
Recurrent U-net: Deep learning to predict daily summertime ozone in the United States Tai-Long He Dylan B. A. Jones Binxuan Huang Yuyang Liu K. Miyazaki Zhe Jiang E. White H. Worden J. Worden AI4Cl 26 2 0 16 Aug 2019
A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems Meng Tang Yimin Liu L. Durlofsky AI4CE 70 267 0 16 Aug 2019