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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"

50 / 1,939 papers shown

Title
Discovering Underlying Plans Based on Shallow Models Hankui Zhuo Yantian Zha S. Kambhampati 51 23 0 04 Mar 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 103 4,866 0 04 Mar 2018
Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction Huaxiu Yao Xianfeng Tang Hua Wei Guanjie Zheng Z. Li AI4TS 92 727 0 03 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 133 882 0 03 Mar 2018
Temporally Identity-Aware SSD with Attentional LSTM Xingyu Chen Junzhi Yu Zhengxing Wu 42 58 0 01 Mar 2018
Latent-space Physics: Towards Learning the Temporal Evolution of Fluid Flow S. Wiewel M. Becher N. Thürey AI4CE 113 276 0 27 Feb 2018
CNN+LSTM Architecture for Speech Emotion Recognition with Data Augmentation Caroline Etienne Guillaume Fidanza Andrei Petrovskii Laurence Devillers B. Schmauch 80 102 0 15 Feb 2018
Multiparametric Deep Learning Tissue Signatures for a Radiological Biomarker of Breast Cancer: Preliminary Results V. Parekh K. Macura S. Harvey I. Kamel R. Khouli D. Bluemke M. Jacobs MedIm 50 35 0 10 Feb 2018
Effective Quantization Approaches for Recurrent Neural Networks Md. Zahangir Alom A. Moody N. Maruyama B. Van Essen T. Taha MQ 53 36 0 07 Feb 2018
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders M. Rußwurm Marco Körner 124 278 0 06 Feb 2018
Scale-recurrent Network for Deep Image Deblurring Xin Tao Hongyun Gao Yi Wang Xiaoyong Shen Jue Wang Jiaya Jia SupR 98 1,104 0 06 Feb 2018
Cross-City Transfer Learning for Deep Spatio-Temporal Prediction Leye Wang Xu Geng Xiaojuan Ma Feng Liu Qiang Yang AI4TS 75 30 0 01 Feb 2018
Dual Recurrent Attention Units for Visual Question Answering Ahmed Osman Wojciech Samek 51 32 0 01 Feb 2018
Revisiting Video Saliency: A Large-scale Benchmark and a New Model Wenguan Wang Jianbing Shen Fang Guo Ming-Ming Cheng Ali Borji VLM 55 266 0 23 Jan 2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis Seunghoon Hong Dingdong Yang Jongwook Choi Honglak Lee EGVM 139 337 0 16 Jan 2018
Deep Episodic Memory: Encoding, Recalling, and Predicting Episodic Experiences for Robot Action Execution Jonas Rothfuss Fabio Ferreira E. Aksoy You Zhou Tamim Asfour 84 37 0 12 Jan 2018
RGB image-based data analysis via discrete Morse theory and persistent homology C. Du Christopher Szul Adarsh Manawa Nima Rasekh Rosemary Guzman Ruth Davidson 22 5 0 09 Jan 2018
An overview of deep learning based methods for unsupervised and semi-supervised anomaly detection in videos Dilip Ravi Kiran Mathew Thomas Ranjith Parakkal 80 448 0 09 Jan 2018
Instance Embedding Transfer to Unsupervised Video Object Segmentation Siyang Li Bryan Seybold A. Vorobyov Alireza Fathi Qin Huang C.-C. Jay Kuo VOS 160 105 0 03 Jan 2018
Recent Advances in Recurrent Neural Networks Hojjat Salehinejad Sharan Sankar Joseph Barfett E. Colak S. Valaee AI4TS 141 586 0 29 Dec 2017
Future Frame Prediction for Anomaly Detection -- A New Baseline Wen Liu Weixin Luo Dongze Lian Shenghua Gao 3DH 179 1,082 0 28 Dec 2017
LSTM Pose Machines Yue Luo Jimmy S. J. Ren Zhouxia Wang Wenxiu Sun Jin-shan Pan Jianbo Liu Jiahao Pang Liang Lin 78 120 0 18 Dec 2017
Unsupervised Feature Learning for Audio Analysis Matthias Meyer J. Beutel Lothar Thiele SSL 44 18 0 11 Dec 2017
Deep Anticipation: Light Weight Intelligent Mobile Sensing in IoT by Recurrent Architecture Guang Chen Shu Liu Kejia Ren Zhongnan Qu Changhong Fu Gereon Hinz Alois C. Knoll 24 1 0 06 Dec 2017
Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis D. Tran Alexandros Iosifidis Juho Kanniainen Moncef Gabbouj AIFin AI4TS 66 202 0 04 Dec 2017
Compressed Video Action Recognition Chao-Yuan Wu Manzil Zaheer Hexiang Hu R. Manmatha Alex Smola Philipp Krahenbuhl 169 325 0 02 Dec 2017
Recurrent Neural Networks for Semantic Instance Segmentation Amaia Salvador Míriam Bellver Victor Campos Manel Baradad F. Marqués Jordi Torres Xavier Giró-i-Nieto SSeg 69 62 0 02 Dec 2017
Learning to Segment Moving Objects P. Tokmakov Cordelia Schmid Alahari Karteek VOS 95 97 0 01 Dec 2017
Folded Recurrent Neural Networks for Future Video Prediction Marc Oliu Javier Selva Sergio Escalera 75 135 0 01 Dec 2017
PSIque: Next Sequence Prediction of Satellite Images using a Convolutional Sequence-to-Sequence Network Seungkyun Hong Seongchan Kim M. Joh Sa-kwang Song 79 24 0 29 Nov 2017
Deep Predictive Models for Collision Risk Assessment in Autonomous Driving Mark Strickland Georgios Fainekos H. B. Amor 100 69 0 28 Nov 2017
Recurrent Segmentation for Variable Computational Budgets Lane T. McIntosh Niru Maheswaranathan David Sussillo Jonathon Shlens SSeg VOS 89 20 0 28 Nov 2017
3D-A-Nets: 3D Deep Dense Descriptor for Volumetric Shapes with Adversarial Networks Mengwei Ren Liang Niu Yi Fang GAN 3DPC 59 32 0 28 Nov 2017
Attentive Generative Adversarial Network for Raindrop Removal from a Single Image Rui Qian R. Tan Wenhan Yang Jiajun Su Jiaying Liu GAN 131 637 0 28 Nov 2017
Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge Emmanuel de Bézenac Arthur Pajot Patrick Gallinari PINN AI4CE 125 320 0 21 Nov 2017
Pixel-wise object tracking Yilin Song Chenge Li Yao Wang 69 2 0 20 Nov 2017
Mobile Video Object Detection with Temporally-Aware Feature Maps Mason Liu Menglong Zhu ObjD 77 197 0 17 Nov 2017
Exploring Speech Enhancement with Generative Adversarial Networks for Robust Speech Recognition Chris Donahue Yue Liu Rohit Prabhavalkar 76 201 0 15 Nov 2017
Loss Functions for Multiset Prediction Sean Welleck Zi-Mei Yao Yujie Gai Jialin Mao Zheng Zhang Kyunghyun Cho 71 18 0 14 Nov 2017
3D Randomized Connection Network with Graph-based Label Inference Siqi Bao Pei Wang Tony C. W. Mok Albert C. S. Chung 3DV 38 3 0 11 Nov 2017
DeepRain: ConvLSTM Network for Precipitation Prediction using Multichannel Radar Data Seongchan Kim Seungkyun Hong M. Joh Sa-kwang Song AI4Cl 69 120 0 07 Nov 2017
Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning Zhen He Shaobing Gao Liang Xiao Daxue Liu Hangen He David Barber AIMat 90 65 0 05 Nov 2017
Long-term Forecasting using Higher Order Tensor RNNs Rose Yu Stephan Zheng Anima Anandkumar Yisong Yue AI4TS 72 134 0 31 Oct 2017
Learning Depthwise Separable Graph Convolution from Data Manifold Guokun Lai Hanxiao Liu Yiming Yang 52 1 0 31 Oct 2017
RGB-D-based Human Motion Recognition with Deep Learning: A Survey Pichao Wang W. Li P. Ogunbona Jun Wan Sergio Escalera 3DH 103 355 0 31 Oct 2017
Stochastic Variational Video Prediction Mohammad Babaeizadeh Chelsea Finn D. Erhan R. Campbell Sergey Levine DRL VGen 101 543 0 30 Oct 2017
ContextVP: Fully Context-Aware Video Prediction Wonmin Byeon Qin Wang R. Srivastava Petros Koumoutsakos 68 8 0 23 Oct 2017
Sea Level Anomaly Prediction using Recurrent Neural Networks A. Braakmann-Folgmann R. Roscher Susanne Wenzel B. Uebbing J. Kusche AI4Cl 72 40 0 19 Oct 2017
Self-Supervised Visual Planning with Temporal Skip Connections F. Ebert Chelsea Finn Alex X. Lee Sergey Levine SSL 77 321 0 15 Oct 2017
Deep Learning applied to Road Traffic Speed forecasting T. Epelbaum Fabrice Gamboa Jean-Michel Loubes J. Martin AI4TS 37 11 0 02 Oct 2017