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"

50 / 1,919 papers shown

Title
Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting Yaguang Li Rose Yu Cyrus Shahabi Yan Liu GNN DiffM AI4TS 52 99 0 06 Jul 2017
Tensor-Train Recurrent Neural Networks for Video Classification Yinchong Yang Denis Krompass Volker Tresp 25 241 0 06 Jul 2017
Decomposing Motion and Content for Natural Video Sequence Prediction Ruben Villegas Jimei Yang Seunghoon Hong Xunyu Lin Honglak Lee 24 592 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 12 598 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 25 784 0 12 Jun 2017
Assessing the Performance of Deep Learning Algorithms for Newsvendor Problem Yanfei Zhang Junbin Gao OOD 11 26 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 22 824 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 J. Schnabel MedIm 12 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 25 42 0 24 May 2017
CHAM: action recognition using convolutional hierarchical attention model Shiyang Yan Jeremy S. Smith Wenjin Lu Bailing Zhang 14 8 0 09 May 2017
Multi Resolution LSTM For Long Term Prediction In Neural Activity Video Yilin Song J. Viventi Yao Wang 13 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 23 161 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 22 380 0 19 Apr 2017
Learning Video Object Segmentation with Visual Memory P. Tokmakov Alahari Karteek Cordelia Schmid VOS 10 325 0 19 Apr 2017
Annotating Object Instances with a Polygon-RNN Lluis Castrejon Kaustav Kundu R. Urtasun Sanja Fidler SSeg 8 358 0 18 Apr 2017
Detail-revealing Deep Video Super-resolution Xin Tao Hongyun Gao Renjie Liao Jue Wang Jiaya Jia SupR 14 491 0 10 Apr 2017
Factorization tricks for LSTM networks Oleksii Kuchaiev Boris Ginsburg 22 112 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 13 74 0 29 Mar 2017
Sequence-to-Sequence Models Can Directly Translate Foreign Speech Ron J. Weiss J. Chorowski Navdeep Jaitly Yonghui Wu Z. Chen 17 341 0 24 Mar 2017
Recurrent Multimodal Interaction for Referring Image Segmentation Chenxi Liu Zhe-nan Lin Xiaohui Shen Jimei Yang Xin Lu Alan Yuille EgoV 33 234 0 23 Mar 2017
Bidirectional-Convolutional LSTM Based Spectral-Spatial Feature Learning for Hyperspectral Image Classification Qingshan Liu F. Zhou Renlong Hang Xiaotong Yuan 31 259 0 23 Mar 2017
QMDP-Net: Deep Learning for Planning under Partial Observability Peter Karkus David Hsu Wee Sun Lee PINN 14 156 0 20 Mar 2017
RoomNet: End-to-End Room Layout Estimation Chen-Yu Lee Vijay Badrinarayanan Tomasz Malisiewicz Andrew Rabinovich 3DV 18 160 0 18 Mar 2017
Learning Deep Matrix Representations Kien Do T. Tran Svetha Venkatesh GNN 17 5 0 04 Mar 2017
On the Origin of Deep Learning Haohan Wang Bhiksha Raj MedIm 3DV VLM 40 223 0 24 Feb 2017
Progressively Diffused Networks for Semantic Image Segmentation Ruimao Zhang Wei Yang Zhanglin Peng Xiaogang Wang Liang Lin SSeg 14 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 14 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 11 428 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 24 193 0 07 Jan 2017
Abnormal Event Detection in Videos using Spatiotemporal Autoencoder Yong Shean Chong Yong Haur Tay 15 538 0 06 Jan 2017
Feedback Networks Amir Zamir Te-Lin Wu Lin Sun Bokui (William) Shen Jitendra Malik Silvio Savarese 16 209 0 30 Dec 2016
Structured Sequence Modeling with Graph Convolutional Recurrent Networks Youngjoo Seo M. Defferrard P. Vandergheynst Xavier Bresson GNN 25 757 0 22 Dec 2016
Spatially Adaptive Computation Time for Residual Networks Michael Figurnov Maxwell D. Collins Yukun Zhu Li Zhang Jonathan Huang Dmitry Vetrov Ruslan Salakhutdinov 19 346 0 07 Dec 2016
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events Evan Racah Christopher Beckham Tegan Maharaj Samira Ebrahimi Kahou P. Prabhat C. Pal 11 18 0 07 Dec 2016
Video Ladder Networks Francesco Cricri Xingyang Ni M. Honkala Emre B. Aksu M. Gabbouj 20 27 0 06 Dec 2016
End-to-end Learning of Driving Models from Large-scale Video Datasets Huazhe Xu Yang Gao F. I. F. Richard Yu Trevor Darrell 40 821 0 04 Dec 2016
Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework Yuankai Wu Huachun Tan AI4TS 16 248 0 03 Dec 2016
Anomaly Detection in Video Using Predictive Convolutional Long Short-Term Memory Networks J. Medel Andreas E. Savakis DRL AI4TS 19 238 0 01 Dec 2016
Sync-DRAW: Automatic Video Generation using Deep Recurrent Attentive Architectures Gaurav Mittal Tanya Marwah V. Balasubramanian VGen DiffM 24 67 0 30 Nov 2016
Deep Watershed Transform for Instance Segmentation Min Bai R. Urtasun ISeg SSeg 16 518 0 24 Nov 2016
On The Stability of Video Detection and Tracking Hong Zhang Naiyan Wang 32 20 0 20 Nov 2016
Diversity encouraged learning of unsupervised LSTM ensemble for neural activity video prediction Yilin Song J. Viventi Yao Wang AI4TS 28 2 0 15 Nov 2016
Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks Eder Santana Matthew S. Emigh Pablo Zegers José C. Príncipe BDL 22 15 0 31 Oct 2016
Can Active Memory Replace Attention? Lukasz Kaiser Samy Bengio 25 58 0 27 Oct 2016
Very Deep Convolutional Networks for End-to-End Speech Recognition Yu Zhang William Chan Navdeep Jaitly AI4TS 16 409 0 10 Oct 2016
Video Pixel Networks Nal Kalchbrenner Aaron van den Oord Karen Simonyan Ivo Danihelka Oriol Vinyals Alex Graves Koray Kavukcuoglu 24 421 0 03 Oct 2016
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction Junbo Zhang Yu Zheng Dekang Qi 3DPC AI4TS 19 2,023 0 01 Oct 2016
Deep Tracking on the Move: Learning to Track the World from a Moving Vehicle using Recurrent Neural Networks J. Dequaire Dushyant Rao Peter Ondruska Dominic Zeng Wang Ingmar Posner 22 20 0 29 Sep 2016
Geometry-Based Next Frame Prediction from Monocular Video R. Mahjourian Martin Wicke A. Angelova MDE 11 41 0 20 Sep 2016
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation Jianxu Chen L. Yang Yizhe Zhang M. Alber D. Z. Chen 21 309 0 05 Sep 2016