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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 / 1,940 papers shown

Title
Continuous Spatiotemporal Transformers Antonio H. O. Fonseca E. Zappala J. O. Caro David van Dijk 78 8 0 31 Jan 2023
Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective Xu Wang Pengfei Gu Pengkun Wang Binwu Wang Zhengyang Zhou Lei Bai Yang Wang GNN 29 3 0 27 Jan 2023
Improving deep learning precipitation nowcasting by using prior knowledge M. Choma Petr Simánek Jakub Bartel 150 0 0 27 Jan 2023
RMSim: Controlled Respiratory Motion Simulation on Static Patient Scans Donghoon Lee E. Yorke M. Zarepisheh Saad Nadeem Yu-chi Hu 43 1 0 26 Jan 2023
Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data Shen Chen Guodong Long Tao Shen Jing Jiang AI4TS 115 39 0 22 Jan 2023
Neuromorphic High-Frequency 3D Dancing Pose Estimation in Dynamic Environment Zhongyang Zhang Kaidong Chai Haowen Yu Ramzi M Majaj Francesca Walsh Edward Wang U. Mahbub H. Siegelmann Donghyun Kim Tauhidur Rahman 3DH 55 19 0 17 Jan 2023
Anti-aliasing Predictive Coding Network for Future Video Frame Prediction Chaofan Ling Wei-Hong Li Junpei Zhong 63 0 0 13 Jan 2023
ViTs for SITS: Vision Transformers for Satellite Image Time Series Michail Tarasiou Erik Chavez Stefanos Zafeiriou ViT 86 56 0 12 Jan 2023
Differentiable modeling to unify machine learning and physical models and advance Geosciences Chaopeng Shen A. Appling Pierre Gentine Toshiyuki Bandai H. Gupta ... Chris Rackauckas Tirthankar Roy Chonggang Xu Binayak Mohanty K. Lawson AI4CE 110 15 0 10 Jan 2023
Flying Bird Object Detection Algorithm in Surveillance Video Based on Motion Information Ziwei Sun Ze-xi Hua He-chao Li Haiyan Zhong 60 13 0 05 Jan 2023
Point Cloud-based Proactive Link Quality Prediction for Millimeter-wave Communications Shoki Ohta Takayuki Nishio R. Kudo Kahoko Takahashi Hisashi Nagata 51 7 0 02 Jan 2023
A Concurrent CNN-RNN Approach for Multi-Step Wind Power Forecasting Syed Kazmi Berk Görgülü Mucahit Cevik M. Baydogan 56 5 0 02 Jan 2023
Learning Road Scene-level Representations via Semantic Region Prediction Zihao Xiao Alan Yuille Yi-Ting Chen 111 2 0 02 Jan 2023
Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin Leikun Yin Rahul Ghosh Chenxi Lin David Hale Christoph Weigl ... Jessica Till X. Jia Troy Mao Vipin Kumar Zhenong Jin 67 26 0 01 Jan 2023
A Deep Learning Method for Real-time Bias Correction of Wind Field Forecasts in the Western North Pacific Wei Zhang Yueyue Jiang Junyu Dong X. Song Renbo Pang Boyu Guoan Hui Yu AI4Cl 53 17 0 29 Dec 2022
Predictive Coding Based Multiscale Network with Encoder-Decoder LSTM for Video Prediction Chaofan Ling Junpei Zhong Wei-Hong Li 72 3 0 22 Dec 2022
Forecasting West Nile Virus with Graph Neural Networks: Harnessing Spatial Dependence in Irregularly Sampled Geospatial Data A. Tonks Trevor Harris Bo Li W. Brown Rebecca Smith 430 4 0 21 Dec 2022
A recurrent CNN for online object detection on raw radar frames Colin Decourt R. V. Rullen D. Salle Thomas Oberlin 96 12 0 21 Dec 2022
Towards Efficient Visual Simplification of Computational Graphs in Deep Neural Networks Rusheng Pan Zhiyong Wang Yating Wei Han Gao Gongchang Ou Caleb Chen Cao Jinglin Xu Tong Xu Wei Chen GNN 45 4 0 21 Dec 2022
ColoristaNet for Photorealistic Video Style Transfer Xiaowen Qiu Ruize Xu Boan He Yingtao Zhang Wenqiang Zhang Weifeng Ge 59 0 0 19 Dec 2022
Location-aware Adaptive Normalization: A Deep Learning Approach For Wildfire Danger Forecasting Mohamad Hakam Shams Eddin R. Roscher Juergen Gall 88 10 0 16 Dec 2022
Design-time Fashion Popularity Forecasting in VR Environments Stefanos-Iordanis Papadopoulos C. Koutlis Anastasios Papazoglou-Chalikias Symeon Papadopoulos S. Nikolopoulos 56 0 0 14 Dec 2022
Breaking the "Object" in Video Object Segmentation P. Tokmakov Jie Li Adrien Gaidon VOS 81 40 0 12 Dec 2022
Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management Muneeza Azmat Malvern Madondo Kelsey L. DiPietro R. Horesh Arun Bawa Michael Jacobs Raghavan Srinivasan Fearghal O'Donncha 70 4 0 12 Dec 2022
Recurrent Vision Transformers for Object Detection with Event Cameras Mathias Gehrig Davide Scaramuzza 133 134 0 11 Dec 2022
Motion and Context-Aware Audio-Visual Conditioned Video Prediction Yating Xu Conghui Hu G. Lee VGen 114 0 0 09 Dec 2022
MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction Shuliang Ning Mengcheng Lan Yanran Li Chaofeng Chen Qian Chen Xunlai Chen Xiaoguang Han Shuguang Cui 84 20 0 09 Dec 2022
Spatio-Temporal Super-Resolution of Dynamical Systems using Physics-Informed Deep-Learning Rajat Arora Ankit Shrivastava AI4CE 96 4 0 08 Dec 2022
Unsupervised Flood Detection on SAR Time Series Ritu Yadav A. Nascetti Hossein Azizpour Y. Ban 63 8 0 07 Dec 2022
Super-resolution Probabilistic Rain Prediction from Satellite Data Using 3D U-Nets and EarthFormers Yang Li Haiyu Dong Zuliang Fang Jonathan A. Weyn Pete Luferenko 118 5 0 06 Dec 2022
Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift Min-seok Seo Do-Yeon Kim Seungheon Shin Eunbin Kim Sewoong Ahn Yeji Choi OOD 76 8 0 06 Dec 2022
Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network Min-seok Seo Do-Yeon Kim Seungheon Shin Eunbin Kim Sewoong Ahn Yeji Choi AI4TS 96 10 0 06 Dec 2022
Region-Conditioned Orthogonal 3D U-Net for Weather4Cast Competition Taehyeon Kim Shinhwan Kang Hyeon-Cheol Shin Deukryeol Yoon Seong-Hoon Eom Kijung Shin Se-Young Yun 69 4 0 05 Dec 2022
Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters Junde Wu Huihui Fang Yehui Yang Yuanpei Liu Jing Gao Lixin Duan Weihua Yang Yanwu Xu 64 2 0 01 Dec 2022
MGTANet: Encoding Sequential LiDAR Points Using Long Short-Term Motion-Guided Temporal Attention for 3D Object Detection Junho Koh Junhyung Lee Youngwoo Lee Jaekyum Kim J. Choi 3DPC 92 23 0 01 Dec 2022
Rethinking Disparity: A Depth Range Free Multi-View Stereo Based on Disparity Q. Yan Qiang-qiang Wang Kaiyong Zhao Bo Li Xiaowen Chu F. Deng 105 13 0 30 Nov 2022
WeatherFusionNet: Predicting Precipitation from Satellite Data Jirí Pihrt Rudolf Raevskiy Petr Simánek M. Choma 53 6 0 30 Nov 2022
The Effectiveness of World Models for Continual Reinforcement Learning Samuel Kessler M. Ostaszewski Michal Bortkiewicz M. Żarski Maciej Wołczyk Jack Parker-Holder Stephen J. Roberts Piotr Milo's KELM OffRL CLL 81 8 0 29 Nov 2022
PCT-CycleGAN: Paired Complementary Temporal Cycle-Consistent Adversarial Networks for Radar-Based Precipitation Nowcasting Jaeho Choi Yura Kim Kwang-Ho Kim Sung-Hwa Jung Ikhyun Cho 58 2 0 28 Nov 2022
Geo-Adaptive Deep Spatio-Temporal predictive modeling for human mobility S. M. A. Zaidi V. Chandola Eunhye Yoo 3DH 58 0 0 27 Nov 2022
A Self-adaptive Neuroevolution Approach to Constructing Deep Neural Network Architectures Across Different Types Zhenhao Shuai Hongbo Liu Zhaolin Wan Wei-jie Yu Jinchao Zhang 67 3 0 27 Nov 2022
Spatial Mixture-of-Experts Nikoli Dryden Torsten Hoefler MoE 103 9 0 24 Nov 2022
Data-driven Feature Tracking for Event Cameras Nico Messikommer Carter Fang Mathias Gehrig Davide Scaramuzza 80 44 0 23 Nov 2022
SimVP: Towards Simple yet Powerful Spatiotemporal Predictive Learning Cheng Tan Zhangyang Gao Siyuan Li Stan Z. Li VLM AI4TS 100 3 0 22 Nov 2022
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities Shristi Das Biswas Adarsh Kosta C. Liyanagedera M. Apolinario Kaushik Roy 104 20 0 19 Nov 2022
LVOS: A Benchmark for Long-term Video Object Segmentation Li Hong Wen-Chao Chen Zhongying Liu Wei Zhang Pinxue Guo Zhaoyu Chen Wenqiang Zhang VOS 113 50 0 18 Nov 2022
Normal Reference Attention and Defective Feature Perception Network for Surface Defect Detection Wei Luo Haiming Yao Wenyong Yu 123 15 0 18 Nov 2022
Deep learning for Lagrangian drift simulation at the sea surface Daria Botvynko C. Granero-Belinchón S. Gennip A. Benzinou Ronan Fablet 57 2 0 17 Nov 2022
Language-Assisted Deep Learning for Autistic Behaviors Recognition Andong Deng Taojiannan Yang Chong Chen Qian Chen Leslie C. Neely Sakiko Oyama 63 8 0 17 Nov 2022
Multi-Timescale Modeling of Human Behavior Chinmai Basavaraj A. Pyarelal E. Carter 60 0 0 16 Nov 2022