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
Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery Ali Ziat E. Delasalles Ludovic Denoyer Patrick Gallinari BDL AI4TS AI4CE 18 74 0 23 Apr 2018
STAN: Spatio-Temporal Adversarial Networks for Abnormal Event Detection Sangmin Lee Hak Gu Kim Yong Man Ro 3DPC GAN 6 83 0 23 Apr 2018
To Create What You Tell: Generating Videos from Captions Yingwei Pan Zhaofan Qiu Ting Yao Houqiang Li Tao Mei GAN 24 152 0 23 Apr 2018
Unsupervised learning of the brain connectivity dynamic using residual D-net Youngjoo Seo Manuel Morante Y. Kopsinis Sergios Theodoridis 13 4 0 20 Apr 2018
Modelling customer online behaviours with neural networks: applications to conversion prediction and advertising retargeting Yanwei Cui Rogatien Tobossi Olivia Vigouroux MU 17 11 0 20 Apr 2018
Sampling-free Uncertainty Estimation in Gated Recurrent Units with Exponential Families Seong Jae Hwang Ronak R. Mehta Hyunwoo J. Kim Vikas Singh BDL UQCV 12 3 0 19 Apr 2018
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning Yunbo Wang Zhifeng Gao Mingsheng Long Jianmin Wang Philip S. Yu 12 470 0 17 Apr 2018
Encoding Longer-term Contextual Multi-modal Information in a Predictive Coding Model Junpei Zhong T. Ogata Angelo Cangelosi AI4CE 14 4 0 17 Apr 2018
Towards High Performance Video Object Detection for Mobiles Xizhou Zhu Jifeng Dai Xingchi Zhu Yichen Wei Lu Yuan ObjD 18 49 0 16 Apr 2018
BigDL: A Distributed Deep Learning Framework for Big Data J. Dai Yiheng Wang Xin Qiu Ding Ding Yao Zhang ... Bowen She Dongjie Shi Qiaoling Lu Kai-Qi Huang Guoqiong Song FedML MoE 11 102 0 16 Apr 2018
Road Segmentation Using CNN with GRU Yecheng Lyu Xinming Huang 24 18 0 14 Apr 2018
Mutual Suppression Network for Video Prediction using Disentangled Features Jungbeom Lee Jangho Lee Sungmin Lee Sungroh Yoon DRL 11 2 0 13 Apr 2018
AFA-PredNet: The action modulation within predictive coding Junpei Zhong Angelo Cangelosi Xinzheng Zhang T. Ogata 13 10 0 11 Apr 2018
Bringing Alive Blurred Moments Kuldeep Purohit Anshul B. Shah A. N. Rajagopalan 14 80 0 09 Apr 2018
Stochastic Adversarial Video Prediction Alex X. Lee Richard Y. Zhang F. Ebert Pieter Abbeel Chelsea Finn Sergey Levine DRL VGen GAN 23 450 0 04 Apr 2018
Pancreas Segmentation in CT and MRI Images via Domain Specific Network Designing and Recurrent Neural Contextual Learning Jinzheng Cai Le Lu Fuyong Xing L. Yang MedIm 15 36 0 30 Mar 2018
Predicting the Future with Transformational States Andrew Jaegle Oleh Rybkin Konstantinos G. Derpanis Kostas Daniilidis 16 2 0 26 Mar 2018
MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting Bernardo Pérez Orozco G. Abbati Stephen J. Roberts OOD AI4TS 11 14 0 26 Mar 2018
Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ David Acuna Huan Ling Amlan Kar Sanja Fidler 11 402 0 26 Mar 2018
Low-Resource Speech-to-Text Translation Sameer Bansal Herman Kamper Karen Livescu Adam Lopez Sharon Goldwater 11 56 0 24 Mar 2018
Geometric and Physical Constraints for Drone-Based Head Plane Crowd Density Estimation Weizhe Liu Krzysztof Lis Mathieu Salzmann Pascal Fua 23 10 0 23 Mar 2018
Stacked Neural Networks for end-to-end ciliary motion analysis Charles Lu M. Marx M. Zahid C. Lo C. Chennubhotla Shannon P. Quinn 14 3 0 20 Mar 2018
Ocean Eddy Identification and Tracking using Neural Networks K. Franz R. Roscher Andres Milioto Susanne Wenzel J. Kusche AI4Cl 20 69 0 20 Mar 2018
A Temporally-Aware Interpolation Network for Video Frame Inpainting Ximeng Sun Ryan Szeto Jason J. Corso 15 24 0 20 Mar 2018
A Dataset and Architecture for Visual Reasoning with a Working Memory G. R. Yang Igor Ganichev Xiao-Jing Wang Jonathon Shlens David Sussillo 14 54 0 16 Mar 2018
Generalised Structural CNNs (SCNNs) for time series data with arbitrary graph topology Thomas Teh C. Auepanwiriyakul J. Harston A. Faisal GNN 25 2 0 14 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 19 1,303 0 12 Mar 2018
ARMDN: Associative and Recurrent Mixture Density Networks for eRetail Demand Forecasting Srayanta Mukherjee Devashish Shankar Atin Ghosh Nilam Tathawadekar Pramod Kompalli Sunita Sarawagi K. Chaudhury BDL 14 30 0 10 Mar 2018
Generating Goal-Directed Visuomotor Plans Based on Learning Using a Predictive Coding-type Deep Visuomotor Recurrent Neural Network Model Minkyu Choi Takazumi Matsumoto Minju Jung Jun Tani 8 4 0 07 Mar 2018
Discovering Underlying Plans Based on Shallow Models Hankui Zhuo Yantian Zha S. Kambhampati 12 22 0 04 Mar 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 8 4,708 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 22 708 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 21 873 0 03 Mar 2018
Temporally Identity-Aware SSD with Attentional LSTM Xingyu Chen Junzhi Yu Zhengxing Wu 13 58 0 01 Mar 2018
Latent-space Physics: Towards Learning the Temporal Evolution of Fluid Flow S. Wiewel M. Becher N. Thürey AI4CE 14 271 0 27 Feb 2018
CNN+LSTM Architecture for Speech Emotion Recognition with Data Augmentation Caroline Etienne Guillaume Fidanza Andrei Petrovskii Laurence Devillers B. Schmauch 19 99 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 21 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 8 33 0 07 Feb 2018
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders M. Rußwurm Marco Körner 25 273 0 06 Feb 2018
Scale-recurrent Network for Deep Image Deblurring Xin Tao Hongyun Gao Yi Wang Xiaoyong Shen Jue Wang Jiaya Jia SupR 19 1,091 0 06 Feb 2018
Cross-City Transfer Learning for Deep Spatio-Temporal Prediction Leye Wang Xu Geng Xiaojuan Ma Feng Liu Qiang Yang AI4TS 13 30 0 01 Feb 2018
Dual Recurrent Attention Units for Visual Question Answering Ahmed Osman Wojciech Samek 28 30 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 8 263 0 23 Jan 2018
Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis Seunghoon Hong Dingdong Yang Jongwook Choi Honglak Lee EGVM 18 336 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 30 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 11 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 26 443 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 18 104 0 03 Jan 2018
Recent Advances in Recurrent Neural Networks Hojjat Salehinejad Sharan Sankar Joseph Barfett E. Colak S. Valaee AI4TS 22 573 0 29 Dec 2017
Future Frame Prediction for Anomaly Detection -- A New Baseline Wen Liu Weixin Luo Dongze Lian Shenghua Gao 3DH 16 1,060 0 28 Dec 2017