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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
Learning to Detect Violent Videos using Convolutional Long Short-Term Memory Swathikiran Sudhakaran Oswald Lanz 67 217 0 19 Sep 2017
Convolutional Long Short-Term Memory Networks for Recognizing First Person Interactions Swathikiran Sudhakaran Oswald Lanz 55 40 0 19 Sep 2017
Predicting Video Saliency with Object-to-Motion CNN and Two-layer Convolutional LSTM Lai Jiang Mai Xu Zulin Wang 106 120 0 19 Sep 2017
Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting Ting Yu Haoteng Yin Zhanxing Zhu GNN AI4TS 165 3,761 0 14 Sep 2017
Differentiating Objects by Motion: Joint Detection and Tracking of Small Flying Objects Ryota Yoshihashi T. Trinh Rei Kawakami Shaodi You M. Iida T. Naemura ObjD 80 6 0 14 Sep 2017
An unsupervised long short-term memory neural network for event detection in cell videos Ha Tran Hong Phan Ashnil Kumar Dagan Feng M. Fulham Jinman Kim 79 5 0 07 Sep 2017
A Comprehensive Survey of Deep Learning in Remote Sensing: Theories, Tools and Challenges for the Community John E. Ball Derek T. Anderson Chee Seng Chan 76 521 0 01 Sep 2017
Hierarchical Multi-scale Attention Networks for Action Recognition Shiyang Yan Jeremy S. Smith Wenjin Lu Bailing Zhang 82 37 0 25 Aug 2017
Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing Hanzhang Hu Debadeepta Dey M. Hebert J. Andrew Bagnell 71 6 0 22 Aug 2017
Lattice Long Short-Term Memory for Human Action Recognition Lin Sun Kui Jia Kevin Chen Dit-Yan Yeung Bertram E. Shi Silvio Savarese 85 156 0 13 Aug 2017
Recurrent Filter Learning for Visual Tracking Tianyu Yang Antoni B. Chan VOT 73 84 0 13 Aug 2017
Deep Steering: Learning End-to-End Driving Model from Spatial and Temporal Visual Cues Lu Chi Yadong Mu LLMSV 59 110 0 12 Aug 2017
GlobeNet: Convolutional Neural Networks for Typhoon Eye Tracking from Remote Sensing Imagery Seungkyun Hong Seongchan Kim M. Joh Sa-kwang Song 72 36 0 11 Aug 2017
Predictive Coding for Dynamic Visual Processing: Development of Functional Hierarchy in a Multiple Spatio-Temporal Scales RNN Model Minkyu Choi Jun Tani 77 19 0 02 Aug 2017
Temporal Dynamic Graph LSTM for Action-driven Video Object Detection Yuan. Yuan Xiaodan Liang Xinyu Wang Dit-Yan Yeung Abhinav Gupta 83 93 0 02 Aug 2017
Dual Motion GAN for Future-Flow Embedded Video Prediction Xiaodan Liang Lisa Lee Wei-Ming Dai Eric Xing GAN 113 366 0 01 Aug 2017
Recurrent Ladder Networks Isabeau Prémont-Schwarz Alexander Ilin T. Hao Antti Rasmus Rinu Boney Harri Valpola 129 41 0 28 Jul 2017
Spatiotemporal Modeling for Crowd Counting in Videos Feng Xiong Xingjian Shi Dit-Yan Yeung 85 184 0 25 Jul 2017
Neural Person Search Machines Hao Liu Jiashi Feng Zequn Jie J. Karlekar Bo Zhao Meibin Qi Jianguo Jiang Shuicheng Yan 163 155 0 21 Jul 2017
Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent Neural Contextual Learning and Direct Loss Function Jinzheng Cai Le Lu Yuanpu Xie Fuyong Xing Ling Yang MedIm SSeg 83 132 0 16 Jul 2017
Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting Yaguang Li Rose Yu Cyrus Shahabi Yan Liu GNN DiffM AI4TS 133 100 0 06 Jul 2017
Tensor-Train Recurrent Neural Networks for Video Classification Yinchong Yang Denis Krompass Volker Tresp 80 245 0 06 Jul 2017
Decomposing Motion and Content for Natural Video Sequence Prediction Ruben Villegas Jimei Yang Seunghoon Hong Xunyu Lin Honglak Lee 96 598 0 25 Jun 2017
Short-Term Forecasting of Passenger Demand under On-Demand Ride Services: A Spatio-Temporal Deep Learning Approach Jintao Ke Hongyu Zheng Hai Yang Xiqun X. Chen AI4TS 69 606 0 20 Jun 2017
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model Xingjian Shi Zhihan Gao Leonard Lausen Hao Wang Dit-Yan Yeung W. Wong W. Woo 97 799 0 12 Jun 2017
Assessing the Performance of Deep Learning Algorithms for Newsvendor Problem Yanfei Zhang Junbin Gao OOD 49 27 0 09 Jun 2017
Deep Complex Networks C. Trabelsi O. Bilaniuk Ying Zhang Dmitriy Serdyuk Sandeep Subramanian J. F. Santos Soroush Mehri Negar Rostamzadeh Yoshua Bengio C. Pal 255 837 0 27 May 2017
Extracting 3D Vascular Structures from Microscopy Images using Convolutional Recurrent Networks Russell Bates B. Irving B. Markelc Jakob Kaeppler R. Muschel Vicente Grau Julia A. Schnabel MedIm 79 20 0 26 May 2017
Adaptive Detrending to Accelerate Convolutional Gated Recurrent Unit Training for Contextual Video Recognition Minju Jung Haanvid Lee Jun Tani AI4TS 77 42 0 24 May 2017
CHAM: action recognition using convolutional hierarchical attention model Shiyang Yan Jeremy S. Smith Wenjin Lu Bailing Zhang 63 8 0 09 May 2017
Multi Resolution LSTM For Long Term Prediction In Neural Activity Video Yilin Song J. Viventi Yao Wang 23 1 0 08 May 2017
Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation Kuan-Lun Tseng Yen-Liang Lin Winston H. Hsu Chung-Yang Huang MedIm 69 163 0 25 Apr 2017
Learning to Generate Long-term Future via Hierarchical Prediction Ruben Villegas Jimei Yang Yuliang Zou Sungryull Sohn Xunyu Lin Honglak Lee 112 380 0 19 Apr 2017
Learning Video Object Segmentation with Visual Memory P. Tokmakov Alahari Karteek Cordelia Schmid VOS 76 326 0 19 Apr 2017
Annotating Object Instances with a Polygon-RNN Lluis Castrejon Kaustav Kundu R. Urtasun Sanja Fidler SSeg 141 361 0 18 Apr 2017
Detail-revealing Deep Video Super-resolution Xin Tao Hongyun Gao Renjie Liao Jue Wang Jiaya Jia SupR 95 506 0 10 Apr 2017
Factorization tricks for LSTM networks Oleksii Kuchaiev Boris Ginsburg 104 113 0 31 Mar 2017
Position-based Content Attention for Time Series Forecasting with Sequence-to-sequence RNNs Yagmur Gizem Cinar Hamid Mirisaee Parantapa Goswami Éric Gaussier Ali Aït-Bachir V. Strijov AIMat AI4TS 56 74 0 29 Mar 2017
Sequence-to-Sequence Models Can Directly Translate Foreign Speech Ron J. Weiss J. Chorowski Navdeep Jaitly Yonghui Wu Zhiwen Chen 82 344 0 24 Mar 2017
Recurrent Multimodal Interaction for Referring Image Segmentation Chenxi Liu Zhe Lin Xiaohui Shen Jimei Yang Xin Lu Alan Yuille EgoV 94 241 0 23 Mar 2017
Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification Qingshan Liu F. Zhou Renlong Hang Xiaotong Yuan 77 260 0 23 Mar 2017
QMDP-Net: Deep Learning for Planning under Partial Observability Peter Karkus David Hsu Wee Sun Lee PINN 127 156 0 20 Mar 2017
RoomNet: End-to-End Room Layout Estimation Chen-Yu Lee Vijay Badrinarayanan Tomasz Malisiewicz Andrew Rabinovich 3DV 86 162 0 18 Mar 2017
Learning Deep Matrix Representations Kien Do T. Tran Svetha Venkatesh GNN 51 5 0 04 Mar 2017
On the Origin of Deep Learning Haohan Wang Bhiksha Raj MedIm 3DV VLM 145 225 0 24 Feb 2017
Progressively Diffused Networks for Semantic Image Segmentation Ruimao Zhang Wei Yang Zhanglin Peng Xiaogang Wang Liang Lin SSeg 23 3 0 20 Feb 2017
Application of Multi-channel 3D-cube Successive Convolution Network for Convective Storm Nowcasting Wei Zhang Lei Han Juanzhen Sun Hanyang Guo Jie Dai AI4Cl 74 37 0 15 Feb 2017
Predicting Citywide Crowd Flows Using Deep Spatio-Temporal Residual Networks Junbo Zhang Yu Zheng Dekang Qi Ruiyuan Li Xiuwen Yi Tianrui Li GNN 3DPC HAI AI4TS 78 439 0 10 Jan 2017
Unsupervised Learning of Long-Term Motion Dynamics for Videos Zelun Luo Boya Peng De-An Huang Alexandre Alahi Li Fei-Fei SSL 105 193 0 07 Jan 2017
Abnormal Event Detection in Videos using Spatiotemporal Autoencoder Yong Shean Chong Yong Haur Tay 106 541 0 06 Jan 2017