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 / 1,940 papers shown

Title
Novel EEG based Schizophrenia Detection with IoMT Framework for Smart Healthcare G. Sharma A. Joshi 70 8 0 19 Nov 2021
DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting Jihyong Oh Munchurl Kim 86 21 0 19 Nov 2021
MS-nowcasting: Operational Precipitation Nowcasting with Convolutional LSTMs at Microsoft Weather Sylwester Klocek Haiyu Dong M. Dixon Panashe Kanengoni Najeeb Kazmi Pete Luferenko Zhongjian Lv Shikhar Sharma Jonathan A. Weyn Siqi Xiang AI4Cl 87 23 0 18 Nov 2021
SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining Shen Zheng Chan Lu Yuxiong Wu Gaurav Gupta 59 31 0 17 Nov 2021
TYolov5: A Temporal Yolov5 Detector Based on Quasi-Recurrent Neural Networks for Real-Time Handgun Detection in Video M. Duran-Vega M. González-Mendoza Leonardo Chang C. Suarez-Ramirez 61 8 0 17 Nov 2021
Learning Scene Dynamics from Point Cloud Sequences Pan He Patrick Emami Sanjay Ranka Anand Rangarajan 3DPC 73 18 0 16 Nov 2021
NeuralPDE: Modelling Dynamical Systems from Data Andrzej Dulny Andreas Hotho Anna Krause AI4CE 57 11 0 15 Nov 2021
Skillful Twelve Hour Precipitation Forecasts using Large Context Neural Networks L. Espeholt Shreya Agrawal C. Sønderby M. Kumar Jonathan Heek Carla Bromberg Cenk Gazen Jason Hickey Aaron Bell Nal Kalchbrenner AI4Cl 74 48 0 14 Nov 2021
Climate Modeling with Neural Diffusion Equations JeeHyun Hwang Jeongwhan Choi Hwan-Kyu Choi Kookjin Lee Dongeun Lee Noseong Park DiffM 88 23 0 11 Nov 2021
Identifying the atmospheric drivers of drought and heat using a smoothed deep learning approach M. Mittermeier M. Weigert David Rügamer 45 0 0 09 Nov 2021
D-Flow: A Real Time Spatial Temporal Model for Target Area Segmentation Wentao Lu Claude Sammut 100 0 0 08 Nov 2021
Use of 1D-CNN for input data size reduction of LSTM in Hourly Rainfall-Runoff modeling K. Ishida A. Ercan T. Nagasato M. Kiyama Motoki Amagasaki AI4TS 74 2 0 07 Nov 2021
Single Image Deraining Network with Rain Embedding Consistency and Layered LSTM Yizhou Li Yusuke Monno Masatoshi Okutomi 73 30 0 05 Nov 2021
Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face Videos Minglang Qiao Yufan Liu Mai Xu Xin Deng Bing Li Weiming Hu Ali Borji CVBM 65 5 0 05 Nov 2021
Deep Learning Methods for Daily Wildfire Danger Forecasting Ioannis Prapas Spyros Kondylatos Ioannis Papoutsis Gustau Camps-Valls M. Ronco Miguel-Ángel Fernández-Torres M. Guillem Nuno Carvalhais 60 27 0 04 Nov 2021
ProSTformer: Pre-trained Progressive Space-Time Self-attention Model for Traffic Flow Forecasting Xiao Yan X. Gan Jingjing Tang Rui Wang ViT AI4TS 33 0 0 03 Nov 2021
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring Yuhui Quan Zicong Wu Hui Ji 87 39 0 31 Oct 2021
TaylorSwiftNet: Taylor Driven Temporal Modeling for Swift Future Frame Prediction M. Pourheydari Emad Bahrami Rad Mohsen Fayyaz Gianpiero Francesca M. Noroozi Juergen Gall 72 1 0 27 Oct 2021
Encoder-Decoder Networks for Analyzing Thermal and Power Delivery Networks V. A. Chhabria V. Ahuja Ashwath Prabhu Nikhil Patil Palkesh Jain S. Sapatnekar 32 2 0 27 Oct 2021
Deep Learning-based Segmentation of Cerebral Aneurysms in 3D TOF-MRA using Coarse-to-Fine Framework Meng Chen C. Geng Dongdong Wang Jiajun Zhang R. Di Fengmei Li Zhiyong Zhou Sirong Piao Yuxin Li Y. Dai 50 1 0 26 Oct 2021
MoDeRNN: Towards Fine-grained Motion Details for Spatiotemporal Predictive Learning Zenghao Chai Zhengzhuo Xu Chun Yuan AI4TS 72 5 0 25 Oct 2021
Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer Aggregation Jingyu Zhao Yanwen Fang Guodong Li 69 24 0 22 Oct 2021
Bayesian Optimization and Deep Learning forsteering wheel angle prediction Alessandro Riboni Nicolò Ghioldi Antonio Candelieri M. Borrotti LLMSV 38 11 0 22 Oct 2021
Wide and Narrow: Video Prediction from Context and Motion Jaehoon Cho Jiyoung Lee Changjae Oh Wonil Song Kwanghoon Sohn 82 1 0 22 Oct 2021
Dual Encoding U-Net for Spatio-Temporal Domain Shift Frame Prediction Jay Santokhi Dylan Hillier Yiming Yang Joned Sarwar A. Jordán Emil Hewage AI4CE 51 1 0 21 Oct 2021
Memory-Augmented Deep Unfolding Network for Compressive Sensing Jie Song Bin Chen Jian Zhang 93 94 0 19 Oct 2021
Robust Pedestrian Attribute Recognition Using Group Sparsity for Occlusion Videos Geonu Lee Kimin Yun Jungchan Cho 79 2 0 17 Oct 2021
Ego4D: Around the World in 3,000 Hours of Egocentric Video Kristen Grauman Andrew Westbury Eugene Byrne Zachary Chavis Antonino Furnari ... Mike Zheng Shou Antonio Torralba Lorenzo Torresani Mingfei Yan Jitendra Malik EgoV 428 1,115 0 13 Oct 2021
Optical Flow Reusing for High-Efficiency Space-Time Video Super Resolution Yuantong Zhang Huairui Wang Ziru Xu Zhenzhong Chen SupR 111 17 0 13 Oct 2021
M2GAN: A Multi-Stage Self-Attention Network for Image Rain Removal on Autonomous Vehicles Duc Manh Nguyen Sang-Woong Lee GAN 39 1 0 12 Oct 2021
UnfairGAN: An Enhanced Generative Adversarial Network for Raindrop Removal from A Single Image Duc Manh Nguyen Sang-Woong Lee GAN 53 14 0 11 Oct 2021
Spatial-temporal V-Net for automatic segmentation and quantification of right ventricles in gated myocardial perfusion SPECT images Chen Zhao Shi-ming Shi Zhuo He Cheng Wang Zhongqiang Zhao Xinli Li Yanli Zhou Weihua Zhou 111 0 0 11 Oct 2021
Two-stage Visual Cues Enhancement Network for Referring Image Segmentation Yang Jiao Zequn Jie Weixin Luo Jingjing Chen Yu-Gang Jiang Xiaolin K. Wei Lin Ma 58 25 0 09 Oct 2021
ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised Predictive Learning Zhiyu Yao Yunbo Wang Haixu Wu Jianmin Wang Mingsheng Long AI4TS 95 8 0 08 Oct 2021
Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks Alan Jeffares Qinghai Guo Pontus Stenetorp Timoleon Moraitis 88 16 0 06 Oct 2021
PlumeCityNet: Multi-Resolution Air Quality Forecasting Thibaut Cassard Grégoire Jauvion Antoine Alléon B. Quennehen David Lissmyr MoE 51 0 0 06 Oct 2021
A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction Moitreya Chatterjee Narendra Ahuja A. Cherian UQCV VGen BDL 110 18 0 06 Oct 2021
A Hybrid Spatial-temporal Deep Learning Architecture for Lane Detection Yongqi Dong S. Patil B. Arem Haneen Farah 111 41 0 05 Oct 2021
Short-term precipitation prediction using deep learning Guoxing Chen Wei‐Chyung Wang AI4Cl 84 30 0 05 Oct 2021
Multi-axis Attentive Prediction for Sparse EventData: An Application to Crime Prediction Yi Sui Ga Wu Scott Sanner 45 2 0 05 Oct 2021
RAP-Net: Region Attention Predictive Network for Precipitation Nowcasting Chuyao Luo Zheng Zhang Rui Ye Xutao Li Yunming Ye 81 12 0 03 Oct 2021
Light Field Saliency Detection with Dual Local Graph Learning andReciprocative Guidance Nian Liu Wangbo Zhao Dingwen Zhang Junwei Han Ling Shao 79 35 0 02 Oct 2021
Unsupervised Motion Representation Learning with Capsule Autoencoders Ziwei Xu Xudong Shen Yongkang Wong Mohan S. Kankanhalli 79 21 0 01 Oct 2021
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks Amirali Boroumand Saugata Ghose Berkin Akin Ravi Narayanaswami Geraldo F. Oliveira Xiaoyu Ma Eric Shiu O. Mutlu 80 86 0 29 Sep 2021
Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks Benedikt Mersch Xieyuanli Chen Jens Behley C. Stachniss 3DPC 113 57 0 28 Sep 2021
Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning Approach for Intermittent Image Series Jeremy Diaz G. Cervone C. Wauthier AI4TS 12 0 0 27 Sep 2021
Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-supervised Learning I. Yun Hyuk-Jae Lee Chae-Eun Rhee ViT MDE 77 28 0 22 Sep 2021
Rotor Localization and Phase Mapping of Cardiac Excitation Waves using Deep Neural Networks J. Lebert N. Ravi F. Fenton Jan Christoph 67 17 0 22 Sep 2021
Unsupervised Abstract Reasoning for Raven's Problem Matrices Tao Zhuo Qian Huang Mohan S. Kankanhalli LRM 170 23 0 21 Sep 2021
Prediction of severe thunderstorm events with ensemble deep learning and radar data Sabrina Guastavino Michele Piana Marco Tizzi F. Cassola A. Iengo D. Sacchetti Enrico Solazzo F. Benvenuto 75 33 0 20 Sep 2021