v1v2 (latest)

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 / 1,939 papers shown

Title
Sequential Learning of Movement Prediction in Dynamic Environments using LSTM Autoencoder Meenakshi Sarkar Debasish Ghose 48 4 0 12 Oct 2018
Rethinking multiscale cardiac electrophysiology with machine learning and predictive modelling C. Cantwell Yumnah Mohamied Konstantinos N. Tzortzis Stef Garasto C. Houston R. Chowdhury F. Ng Anil A. Bharath N. Peters 29 44 0 09 Oct 2018
FingerVision Tactile Sensor Design and Slip Detection Using Convolutional LSTM Network Yazhan Zhang Zicheng Kan Yu Alexander Tse Yang Yang M. Y. Wang 66 74 0 05 Oct 2018
Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods Apratim Bhattacharyya Mario Fritz Bernt Schiele UQCV 105 46 0 01 Oct 2018
Interpretable Spatio-temporal Attention for Video Action Recognition Lili Meng Bo Zhao B. Chang Gao Huang Wei Sun Fred Tung Leonid Sigal 103 83 0 01 Oct 2018
HyperST-Net: Hypernetworks for Spatio-Temporal Forecasting Zheyi Pan Yuxuan Liang Junbo Zhang Xiuwen Yi Yong Yu Yu Zheng AI4TS 87 24 0 28 Sep 2018
Combined convolutional and recurrent neural networks for hierarchical classification of images Jaehoon Koo Diego Klabjan J. Utke 61 11 0 25 Sep 2018
Recurrent Flow-Guided Semantic Forecasting Adam M. Terwilliger Garrick Brazil Xiaoming Liu 65 46 0 21 Sep 2018
DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn R. Interdonato Dino Ienco R. Gaetano K. Ose AI4TS 60 143 0 20 Sep 2018
Improving Subseasonal Forecasting in the Western U.S. with Machine Learning Jessica Hwang Paulo Orenstein J. Cohen K. Pfeiffer Lester W. Mackey AI4Cl 81 73 0 19 Sep 2018
Long-Term Occupancy Grid Prediction Using Recurrent Neural Networks M. Schreiber S. Hörmann Klaus C. J. Dietmayer 82 66 0 11 Sep 2018
Memristive LSTM network hardware architecture for time-series predictive modeling problem Kazybek Adam Kamilya Smagulova A. P. James AI4TS 43 21 0 10 Sep 2018
Neural Allocentric Intuitive Physics Prediction from Real Videos Zhihua Wang Stefano Rosa Yishu Miao Zihang Lai Linhai Xie Andrew Markham A. Trigoni 67 1 0 07 Sep 2018
Travel Speed Prediction with a Hierarchical Convolutional Neural Network and Long Short-Term Memory Model Framework Wei Wang Xucheng Li 42 5 0 06 Sep 2018
YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark N. Xu L. Yang Yuchen Fan Dingcheng Yue Yuchen Liang Jianchao Yang Thomas Huang VOS 187 535 0 06 Sep 2018
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation N. Xu L. Yang Yuchen Fan Jianchao Yang Dingcheng Yue Yuchen Liang Brian L. Price Scott D. Cohen Thomas Huang VOS 131 462 0 03 Sep 2018
Stochastic Dynamics for Video Infilling Qiangeng Xu Hanwang Zhang Weiyue Wang P. Belhumeur Ulrich Neumann DiffM VGen 85 19 0 01 Sep 2018
Attentive Crowd Flow Machines Lingbo Liu Ruimao Zhang Jiefeng Peng Guanbin Li Bowen Du Liang Lin 72 63 0 01 Sep 2018
Correlated Time Series Forecasting using Deep Neural Networks: A Summary of Results Razvan-Gabriel Cirstea Darius-Valer Micu Gabriel-Marcel Muresan Chenjuan Guo B. Yang AI4TS 37 17 0 29 Aug 2018
Temporal Saliency Adaptation in Egocentric Videos Panagiotis Linardos Eva Mohedano M. Cherto C. Gurrin Xavier Giró-i-Nieto EgoV 45 1 0 28 Aug 2018
Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problems Filipe Rodrigues Francisco Câmara Pereira AI4TS 134 96 0 27 Aug 2018
Deep Emotion: A Computational Model of Emotion Using Deep Neural Networks Chie Hieida Takato Horii Takayuki Nagai 32 5 0 25 Aug 2018
Learning Human-Object Interactions by Graph Parsing Neural Networks Siyuan Qi Wenguan Wang Baoxiong Jia Jianbing Shen Song-Chun Zhu GNN 90 539 0 23 Aug 2018
Machine Learning for Spatiotemporal Sequence Forecasting: A Survey Xingjian Shi Dit-Yan Yeung AI4TS 70 88 0 21 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 108 72 0 14 Aug 2018
Open-World Stereo Video Matching with Deep RNN Yiran Zhong Hongdong Li Yuchao Dai 3DV 97 76 0 12 Aug 2018
Road Segmentation Using CNN and Distributed LSTM Yecheng Lyu Lin Bai Xinming Huang 54 6 0 10 Aug 2018
Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation Lijie Fan Wen-bing Huang Chuang Gan Junzhou Huang Boqing Gong CVBM 82 35 0 09 Aug 2018
Where-and-When to Look: Deep Siamese Attention Networks for Video-based Person Re-identification Lin Wu Yanjie Wang Junbin Gao Xue Li 102 196 0 03 Aug 2018
Learning Blind Video Temporal Consistency Wei-Sheng Lai Jia-Bin Huang Oliver Wang Eli Shechtman Ersin Yumer Ming-Hsuan Yang 103 368 0 01 Aug 2018
End-to-End Physics Event Classification with CMS Open Data: Applying Image-Based Deep Learning to Detector Data for the Direct Classification of Collision Events at the LHC Michael Andrews M. Paulini S. Gleyzer Barnabás Póczós DiffM 87 17 0 31 Jul 2018
Attention is All We Need: Nailing Down Object-centric Attention for Egocentric Activity Recognition Swathikiran Sudhakaran Oswald Lanz EgoV 68 82 0 31 Jul 2018
Rethinking the Form of Latent States in Image Captioning Bo Dai Deming Ye Dahua Lin 78 18 0 26 Jul 2018
Learning to Forecast and Refine Residual Motion for Image-to-Video Generation Long Zhao Xi Peng Yu Tian Mubbasir Kapadia Dimitris N. Metaxas DiffM VGen 65 101 0 26 Jul 2018
Flow-Grounded Spatial-Temporal Video Prediction from Still Images Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang 3DH 93 138 0 25 Jul 2018
Face Mask Extraction in Video Sequence Yujiang Wang Bingnan Luo Jie Shen Maja Pantic CVBM 93 21 0 24 Jul 2018
Future Semantic Segmentation with Convolutional LSTM Seyed shahabeddin Nabavi Mrigank Rochan Yang Yang Wang 70 66 0 20 Jul 2018
Longitudinal detection of radiological abnormalities with time-modulated LSTM Ruggiero Santeramo S. Withey Giovanni Montana 63 33 0 16 Jul 2018
Video Prediction with Appearance and Motion Conditions Y. Jang Gunhee Kim Yale Song VGen 75 44 0 07 Jul 2018
Deep Sequential Segmentation of Organs in Volumetric Medical Scans A. A. Novikov David Major M. Wimmer Dimitrios Lenis Katja Bühler 64 70 0 06 Jul 2018
Small-scale Pedestrian Detection Based on Somatic Topology Localization and Temporal Feature Aggregation Tao Song Leiyu Sun Di Xie Haiming Sun Shiliang Pu 86 54 0 04 Jul 2018
Dynamic Prediction Length for Time Series with Sequence to Sequence Networks Mark Harmon Diego Klabjan AI4TS 30 9 0 02 Jul 2018
Learning what you can do before doing anything Oleh Rybkin Karl Pertsch Konstantinos G. Derpanis Kostas Daniilidis Andrew Jaegle SSL 66 23 0 25 Jun 2018
Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective Apratim Bhattacharyya Bernt Schiele Mario Fritz 79 116 0 20 Jun 2018
HybridNet: Integrating Model-based and Data-driven Learning to Predict Evolution of Dynamical Systems Yun Long Xueyuan She Saibal Mukhopadhyay 68 59 0 19 Jun 2018
Automated Bridge Component Recognition using Video Data Y. Narazaki Vedhus Hoskere T. Hoang B. Spencer 55 15 0 18 Jun 2018
Semi-tied Units for Efficient Gating in LSTM and Highway Networks Chao Zhang P. Woodland 34 3 0 18 Jun 2018
Gated Path Planning Networks Lisa Lee Emilio Parisotto Devendra Singh Chaplot Eric Xing Ruslan Salakhutdinov 136 83 0 17 Jun 2018
Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin Linhao Dong Shiyu Zhou Wei Chen Bo Xu 59 22 0 17 Jun 2018
The Neural Painter: Multi-Turn Image Generation Ryan Y. Benmalek Claire Cardie Serge J. Belongie Xiaodong He Jianfeng Gao MLLM 55 7 0 16 Jun 2018