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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
Spatio-Temporal Functional Neural Networks Aniruddha Rajendra Rao Qiyao Wang Haiyan Wang H. Khorasgani Chetan Gupta AI4TS 42 10 0 11 Sep 2020
Self-supervised Depth Denoising Using Lower- and Higher-quality RGB-D sensors Akhmedkhan Shabanov Ilya Krotov Nikolay Chinaev Vsevolod Poletaev Sergei Kozlukov I. Pasechnik B. Yakupov A. Sanakoyeu V. Lebedev Dmitry Ulyanov 30 4 0 10 Sep 2020
Simultaneous Energy Harvesting and Gait Recognition using Piezoelectric Energy Harvester Dong Ma Guohao Lan Weitao Xu Mahbub Hassan Wen Hu 92 24 0 06 Sep 2020
Modification method for single-stage object detectors that allows to exploit the temporal behaviour of a scene to improve detection accuracy M. Gevorgyan ObjD 39 0 0 03 Sep 2020
IAUnet: Global Context-Aware Feature Learning for Person Re-Identification Rui Hou Bingpeng Ma Hong Chang Xinqian Gu Shiguang Shan Xilin Chen CVBM 112 49 0 02 Sep 2020
Application of LSTM architectures for next frame forecasting in Sentinel-1 images time series W. Moskolaï Wahabou Abdou A. Dipanda D. T. Kolyang AI4TS 42 8 0 02 Sep 2020
SPAN: Spatial Pyramid Attention Network forImage Manipulation Localization Xuefeng Hu Zhihan Zhang Zhenye Jiang Syomantak Chaudhuri Zhenheng Yang Ram Nevatia 3DPC 68 199 0 01 Sep 2020
Analysis of memory in LSTM-RNNs for source separation Jeroen Zegers Hugo Van hamme 36 0 0 01 Sep 2020
RecSal : Deep Recursive Supervision for Visual Saliency Prediction Sandeep Mishra Oindrila Saha 38 3 0 31 Aug 2020
Computer Model Calibration with Time Series Data using Deep Learning and Quantile Regression S. Bhatnagar Won Chang Jiali Wang AI4TS 109 7 0 29 Aug 2020
Deep learning-based computer vision to recognize and classify suturing gestures in robot-assisted surgery Francisco Luongo Ryan Hakim J. Nguyen Anima Anandkumar A. Hung 49 69 0 26 Aug 2020
RNN-based Pedestrian Crossing Prediction using Activity and Pose-related Features J. Lorenzo Ignacio Parra F. Wirth Christoph Stiller David Fernández Llorca Miguel Ángel Sotelo 61 46 0 26 Aug 2020
Making a Case for 3D Convolutions for Object Segmentation in Videos Sabarinath Mahadevan A. Athar Aljosa Osep Sebastian Hennen Laura Leal-Taixé Bastian Leibe VOS 81 89 0 26 Aug 2020
Spatiotemporal Action Recognition in Restaurant Videos Akshat Gupta Milan Desai Wusheng Liang Mageshraja Kannan 30 0 0 25 Aug 2020
Mask-guided sample selection for Semi-Supervised Instance Segmentation Míriam Bellver Amaia Salvador Jordi Torres Xavier Giró-i-Nieto ISeg 55 5 0 25 Aug 2020
Exploit Camera Raw Data for Video Super-Resolution via Hidden Markov Model Inference Xiaohong Liu Kangdi Shi Zhe Wang Jun Chen SupR 101 31 0 24 Aug 2020
DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction Dongjie Wang Yan Yang Shangming Ning AI4TS HAI 49 68 0 22 Aug 2020
TRU-NET: A Deep Learning Approach to High Resolution Prediction of Rainfall Rilwan A. Adewoyin P. Dueben P. Watson Yulan He Ritabrata Dutta AI4CE 54 70 0 20 Aug 2020
Localizing Anomalies from Weakly-Labeled Videos Hui Lv Chuanwei Zhou Chunyan Xu Zhen Cui Jian Yang 92 122 0 20 Aug 2020
DONet: Dual Objective Networks for Skin Lesion Segmentation Yaxiong Wang Yunchao Wei Xueming Qian Li Zhu Yi Yang MedIm 52 6 0 19 Aug 2020
Compute, Time and Energy Characterization of Encoder-Decoder Networks with Automatic Mixed Precision Training S. Samsi Michael Jones Mark S. Veillette AI4CE 91 4 0 18 Aug 2020
Generative Adversarial Networks for Spatio-temporal Data: A Survey Nan Gao Hao Xue Wei Shao Sichen Zhao K. K. Qin Arian Prabowo Mohammad Saiedur Rahaman Flora D. Salim GAN AI4TS AI4CE 118 111 0 18 Aug 2020
Curriculum Learning for Recurrent Video Object Segmentation Maria Gonzalez-i-Calabuig Carles Ventura Xavier Giró-i-Nieto VOS 45 1 0 15 Aug 2020
Feedback Attention for Cell Image Segmentation Hiroki Tsuda Eisuke Shibuya Kazuhiro Hotta 61 6 0 14 Aug 2020
Effect of Architectures and Training Methods on the Performance of Learned Video Frame Prediction M. Yilmaz A. Murat Tekalp 24 12 0 13 Aug 2020
Textual Echo Cancellation Shaojin Ding Ye Jia Ke Hu Quan Wang 70 8 0 13 Aug 2020
Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market Hao Peng Jianxin Li Zechuan Wang Renyu Yang Mingzhe Liu Mingming Zhang Philip S. Yu Lifang He 3DV 77 28 0 12 Aug 2020
Predictive and Causal Implications of using Shapley Value for Model Interpretation Sisi Ma R. Tourani FAtt TDI 59 37 0 12 Aug 2020
Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey Aske Plaat W. Kosters Mike Preuss BDL OffRL 115 17 0 11 Aug 2020
Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone Yexu Zhou Yuting Gao Yiran Huang Michael Hefenbrock T. Riedel Michael Beigl AI4TS 71 17 0 10 Aug 2020
Lane Detection Model Based on Spatio-Temporal Network With Double Convolutional Gated Recurrent Units Jiyong Zhang T. Deng Fei Yan Wenbo Liu 90 2 0 10 Aug 2020
A Novel Video Salient Object Detection Method via Semi-supervised Motion Quality Perception Chenglizhao Chen Jianwei Song Chong Peng Guodong Wang Yuming Fang 68 35 0 07 Aug 2020
Graph Wasserstein Correlation Analysis for Movie Retrieval Xueyao Zhang Tong Zhang Xiaobin Hong Zhen Cui Jian Yang 44 2 0 06 Aug 2020
Physics-informed Tensor-train ConvLSTM for Volumetric Velocity Forecasting of Loop Current Yu Huang Yufei Tang H. Zhuang James H. VanZwieten Laurent Chérubin AI4TS 49 12 0 04 Aug 2020
Progressive Update Guided Interdependent Networks for Single Image Dehazing Aupendu Kar S. K. Dhara Debashis Sen P. Biswas 54 1 0 04 Aug 2020
PDE-Driven Spatiotemporal Disentanglement Jérémie Donà Jean-Yves Franceschi Sylvain Lamprier Patrick Gallinari OOD DRL 95 28 0 04 Aug 2020
Frame-To-Frame Consistent Semantic Segmentation M. Rebol Patrick Knöbelreiter VOS 68 7 0 03 Aug 2020
Multi-level Wavelet-based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video Jianyi Wang Xin Deng Mai Xu Congyong Chen Yuhang Song GAN 82 46 0 02 Aug 2020
Deep Visual Odometry with Adaptive Memory Fei Xue Xin Wang Junqiu Wang H. Zha 45 14 0 02 Aug 2020
Animating Through Warping: an Efficient Method for High-Quality Facial Expression Animation Zili Yi Qiang Tang Vishnu Sanjay Ramiya Srinivasan Zhan Xu 3DH 53 12 0 01 Aug 2020
Solving inverse problems using conditional invertible neural networks G. A. Padmanabha N. Zabaras AI4CE 66 65 0 31 Jul 2020
Regional Rainfall Prediction Using Support Vector Machine Classification of Large-Scale Precipitation Maps Eslam A. Hussein Mehrdad Ghaziasgar C. Thron 28 10 0 30 Jul 2020
Deep Multi-View Spatiotemporal Virtual Graph Neural Network for Significant Citywide Ride-hailing Demand Prediction G. Jin Zhexu Xi Hengyu Sha Yanghe Feng Jincai Huang GNN 69 13 0 30 Jul 2020
SMART: Simultaneous Multi-Agent Recurrent Trajectory Prediction Sriram Narayanan Buyu Liu Francesco Pittaluga Manmohan Chandraker 82 26 0 26 Jul 2020
Video Super Resolution Based on Deep Learning: A Comprehensive Survey Hongying Liu Zhubo Ruan Peng Zhao Chao Dong Fanhua Shang Yuanyuan Liu Linlin Yang Radu Timofte SupR 122 175 0 25 Jul 2020
Approximated Bilinear Modules for Temporal Modeling Xinqi Zhu Chang Xu Langwen Hui Cewu Lu Dacheng Tao 67 24 0 25 Jul 2020
A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning Federico Amato Fabian Guignard Sylvain Robert M. Kanevski AI4Cl AI4CE 80 3 0 23 Jul 2020
Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling Yuliang Zou Pan Ji Quoc-Huy Tran Jia-Bin Huang Manmohan Chandraker SSL 133 69 0 21 Jul 2020
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking Jianfeng Yan Zizhuang Wei Hongwei Yi Mingyu Ding Runze Zhang Yisong Chen Guoping Wang Yu-Wing Tai 3DV 155 157 0 21 Jul 2020
Limited-angle tomographic reconstruction of dense layered objects by dynamical machine learning Iksung Kang A. Goy George Barbastathis AI4CE 43 19 0 21 Jul 2020