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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
Exploiting temporal consistency for real-time video depth estimation Haokui Zhang Chunhua Shen Ying Li Yuanzhouhan Cao Yu Liu Youliang Yan MDE 93 113 0 10 Aug 2019
Progressive Transfer Learning Zhengxu Yu Long Wei Zhongming Jin Jianqiang Huang Deng Cai Xiansheng Hua VLM 58 10 0 07 Aug 2019
Local Supports Global: Deep Camera Relocalization with Sequence Enhancement Fei Xue Xin Wang Zike Yan Qiuyuan Wang Junqiu Wang H. Zha 66 54 0 06 Aug 2019
Visual-Relation Conscious Image Generation from Structured-Text D. Vo Akihiro Sugimoto 79 17 0 05 Aug 2019
ARGAN: Attentive Recurrent Generative Adversarial Network for Shadow Detection and Removal Bin Ding Chengjiang Long Ling Zhang Chunxia Xiao GAN 3DH 82 152 0 04 Aug 2019
Spatio-Temporal Representation with Deep Neural Recurrent Network in MIMO CSI Feedback Xiangyi Li Huaming Wu 59 56 0 04 Aug 2019
Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network Md. Rezaul Karim Michael Cochez J. Jares Mamtaz Uddin Oya Beyan Stefan Decker 67 128 0 04 Aug 2019
ScarfNet: Multi-scale Features with Deeply Fused and Redistributed Semantics for Enhanced Object Detection J. Yoo Seonguk Park J. Choi ObjD 46 5 0 01 Aug 2019
On the difficulty of learning and predicting the long-term dynamics of bouncing objects Alberto Cenzato Alberto Testolin Marco Zorzi 59 4 0 31 Jul 2019
Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos Sebastian Agethen Winston H. Hsu HAI 79 25 0 30 Jul 2019
CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting Chaoyun Zhang M. Fiore Iain Murray P. Patras 3DPC AI4TS 68 32 0 29 Jul 2019
Single Level Feature-to-Feature Forecasting with Deformable Convolutions Josip Saric Marin Orsic Tonci Antunovic Sacha Vrazic Sinisa Segvic 103 18 0 26 Jul 2019
Recurrent Aggregation Learning for Multi-View Echocardiographic Sequences Segmentation Ming Li Weiwei Zhang Guang Yang Chengjia Wang Heye Zhang Huafeng Liu Wei Zheng Shuo Li 76 32 0 24 Jul 2019
Temporally Consistent Horizon Lines Florian Kluger H. Ackermann M. Yang Bodo Rosenhahn AI4TS 188 16 0 23 Jul 2019
Recurrent Neural Networks: An Embedded Computing Perspective Nesma M. Rezk M. Purnaprajna Tomas Nordstrom Z. Ul-Abdin 129 81 0 23 Jul 2019
VARENN: Graphical representation of spatiotemporal data and application to climate studies T. Ise Y. Oba 39 0 0 23 Jul 2019
Order Matters: Shuffling Sequence Generation for Video Prediction Junyan Wang Bingzhang Hu Yang Long Yu Guan 68 12 0 20 Jul 2019
D-GAN: Deep Generative Adversarial Nets for Spatio-Temporal Prediction Divya Saxena Jiannong Cao AI4TS 71 35 0 19 Jul 2019
Precipitation Nowcasting with Star-Bridge Networks Yuan Cao Qiuying Li Hongming Shan Zhizhong Huang Lei Chen Leiming Ma Junping Zhang AI4Cl 40 11 0 18 Jul 2019
CLCI-Net: Cross-Level fusion and Context Inference Networks for Lesion Segmentation of Chronic Stroke Hao Yang Weijian Huang Kehan Qi Cheng Li Xinfeng Liu Meiyun Wang Hairong Zheng Shanshan Wang 55 82 0 16 Jul 2019
Separable Convolutional LSTMs for Faster Video Segmentation Andreas Pfeuffer Klaus C. J. Dietmayer VOS 57 21 0 16 Jul 2019
Chasing Ghosts: Instruction Following as Bayesian State Tracking Peter Anderson Ayush Shrivastava Devi Parikh Dhruv Batra Stefan Lee 97 74 0 03 Jul 2019
Simple vs complex temporal recurrences for video saliency prediction Panagiotis Linardos Eva Mohedano J. Nieto Noel E. O'Connor Xavier Giró-i-Nieto Kevin McGuinness FAtt 95 89 0 03 Jul 2019
Dynamic Face Video Segmentation via Reinforcement Learning Yujiang Wang Mingzhi Dong Jie Shen Yang Wu Shiyang Cheng Maja Pantic CVBM 77 22 0 02 Jul 2019
Online Multiple Pedestrians Tracking using Deep Temporal Appearance Matching Association Young-Chul Yoon D. Kim Young-min Song Kwangjin Yoon M. Jeon VOT 161 69 0 01 Jul 2019
Unsupervised predictive coding models may explain visual brain representation Marcio Fonseca MedIm SSL 18 0 0 30 Jun 2019
Joint Multi-frame Detection and Segmentation for Multi-cell Tracking Zibin Zhou Fei Wang Wen Xi Hu Chen Peng Gao Chengkang He 34 29 0 26 Jun 2019
Sequential Neural Processes Gautam Singh Jaesik Yoon Youngsung Son Sungjin Ahn BDL AI4TS 115 85 0 24 Jun 2019
Planning Robot Motion using Deep Visual Prediction Meenakshi Sarkar Prabhu Pradhan Debasish Ghose 64 6 0 24 Jun 2019
LMVP: Video Predictor with Leaked Motion Information Dong Wang Yitong Li Wei Cao Liqun Chen Qinglai Wei Lawrence Carin 41 0 0 24 Jun 2019
FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems An Yan B. Howe 70 29 0 21 Jun 2019
Predicting Future Opioid Incidences Today Sandipan Choudhuri K. Basu Kevin Thomas Arunabha Sen 26 0 0 20 Jun 2019
Data-driven prediction of a multi-scale Lorenz 96 chaotic system using deep learning methods: Reservoir computing, ANN, and RNN-LSTM Ashesh Chattopadhyay Pedram Hassanzadeh D. Subramanian AI4CE 79 40 0 20 Jun 2019
VizADS-B: Analyzing Sequences of ADS-B Images Using Explainable Convolutional LSTM Encoder-Decoder to Detect Cyber Attacks Sefi Akerman Edan Habler A. Shabtai 82 18 0 19 Jun 2019
Pose Guided Fashion Image Synthesis Using Deep Generative Model Wei Sun Jawadul H. Bappy Shanglin Yang Yi Tian Xu Tianfu Wu Hui Zhou 56 12 0 17 Jun 2019
Physical Integrity Attack Detection of Surveillance Camera with Deep Learning Based Video Frame Interpolation Jonathan Pan AAML 25 12 0 15 Jun 2019
High Speed and High Dynamic Range Video with an Event Camera Henri Rebecq René Ranftl V. Koltun Davide Scaramuzza 102 587 0 15 Jun 2019
PredNet and Predictive Coding: A Critical Review R. Rane Edit Szügyi V. Saxena André Ofner Sebastian Stober SSL 24 0 0 14 Jun 2019
Multigrid Neural Memory T. Huynh Michael Maire Matthew R. Walter 64 10 0 13 Jun 2019
IntrinSeqNet: Learning to Estimate the Reflectance from Varying Illumination Grégoire Nieto Mohammad Rouhani Philippe Robert CVBM 95 0 0 13 Jun 2019
Deep Learning for Spatio-Temporal Data Mining: A Survey Senzhang Wang Jiannong Cao Philip S. Yu AI4TS 114 570 0 11 Jun 2019
Scaling Autoregressive Video Models Dirk Weissenborn Oscar Täckström Jakob Uszkoreit DiffM VGen 115 204 0 06 Jun 2019
Towards Interpretable Reinforcement Learning Using Attention Augmented Agents Alex Mott Daniel Zoran Mike Chrzanowski Daan Wierstra Danilo Jimenez Rezende 72 192 0 06 Jun 2019
Seeing the Wind: Visual Wind Speed Prediction with a Coupled Convolutional and Recurrent Neural Network Jennifer L. Cardona M. Howland J. Dabiri 35 29 0 30 May 2019
Recurrent Existence Determination Through Policy Optimization Baoxiang Wang 38 1 0 29 May 2019
Multi-Modal Graph Interaction for Multi-Graph Convolution Network in Urban Spatiotemporal Forecasting Xu Geng Xiyu Wu Lingyu Zhang Qiang Yang Yan Liu Jieping Ye AI4TS 54 32 0 27 May 2019
Attention-based Supply-Demand Prediction for Autonomous Vehicles Zikai Zhang Yidong Li Hai-rong Dong Yizhe You Fengping Zhao 43 2 0 27 May 2019
Mapping high-performance RNNs to in-memory neuromorphic chips M. Nair Giacomo Indiveri 55 4 0 25 May 2019
STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting Lei Bai Lina Yao S. Kanhere Xianzhi Wang Quan.Z Sheng AI4TS 79 255 0 24 May 2019
Precipitation Nowcasting with Satellite Imagery V. Lebedev V. Ivashkin Irina Rudenko A. Ganshin A. Molchanov Sergey Ovcharenko Ruslan Grokhovetskiy Ivan Bushmarinov D. Solomentsev AI4Cl 81 71 0 23 May 2019