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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
Prediction of Temperature and Rainfall in Bangladesh using Long Short Term Memory Recurrent Neural Networks Mohammad Mahmudur Rahman Khan M. Siddique S. Sakib A. Aziz Ihtyaz Kader Tasawar Ziad Hossain 12 10 0 22 Oct 2020
Stock Price Prediction Using CNN and LSTM-Based Deep Learning Models Sidra Mehtab Jaydip Sen AIFin 50 80 0 22 Oct 2020
Trajectory Prediction using Equivariant Continuous Convolution Robin Walters Jinxi Li Rose Yu 82 44 0 21 Oct 2020
Recurrent neural network-based volumetric fluorescence microscopy Luzhe Huang Yilin Luo Y. Rivenson Aydogan Ozcan MedIm 3DV 87 33 0 21 Oct 2020
Attention Augmented ConvLSTM for Environment Prediction Bernard Lange Masha Itkina Mykel J. Kochenderfer 139 21 0 19 Oct 2020
Inferring respiratory and circulatory parameters from electrical impedance tomography with deep recurrent models Nils Strodthoff C. Strodthoff T. Becher N. Weiler I. Frerichs 23 8 0 19 Oct 2020
A Backbone Replaceable Fine-tuning Framework for Stable Face Alignment Xu Sun Zhenfeng Fan Zihao Zhang Yingjie Guo Shi-hong Xia CVBM 77 1 0 19 Oct 2020
ARENA: A Data-driven Radio Access Networks Analysis of Football Events Lanfranco Zanzi Vincenzo Sciancalepore A. Garcia-Saavedra Xavier Costa Pérez G. Agapiou Hans D. Schotten 63 4 0 19 Oct 2020
Noisy-LSTM: Improving Temporal Awareness for Video Semantic Segmentation Bowen Wang Liangzhi Li Yuta Nakashima R. Kawasaki Hajime Nagahara Y. Yagi 78 25 0 19 Oct 2020
Learning Monocular Dense Depth from Events Javier Hidalgo-Carrió Daniel Gehrig Davide Scaramuzza MDE 114 117 0 16 Oct 2020
Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation Sunghyun Park Kangyeol Kim Junsoo Lee Jaegul Choo Joonseok Lee Sookyung Kim Edward Choi 109 56 0 16 Oct 2020
Exploring Flip Flop memories and beyond: training recurrent neural networks with key insights C. Jarne 35 0 0 15 Oct 2020
Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results Chunnan Wang Kaixin Zhang Hongzhi Wang Bozhou Chen GNN AI4TS 59 25 0 15 Oct 2020
Deep Learning Models for Predicting Wildfires from Historical Remote-Sensing Data F. Huot R. Hu M. Ihme Qing Wang J. Burge Tianjian Lu Jason Hickey Yi-Fan Chen John R. Anderson 97 20 0 15 Oct 2020
Probabilistic Time Series Forecasting with Structured Shape and Temporal Diversity Vincent Le Guen Nicolas Thome AI4TS 87 27 0 14 Oct 2020
On Deep Learning Techniques to Boost Monocular Depth Estimation for Autonomous Navigation R. Q. Mendes E. G. Ribeiro N. D. S. Rosa V. Grassi MDE 105 42 0 13 Oct 2020
Smaller World Models for Reinforcement Learning Jan Robine Tobias Uelwer Stefan Harmeling DRL 51 3 0 12 Oct 2020
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching Fatemeh Azimi Stanislav Frolov Federico Raue Jörn Hees Andreas Dengel VOS 31 3 0 10 Oct 2020
Light Field Salient Object Detection: A Review and Benchmark Keren Fu Yao Jiang Ge-Peng Ji Tao Zhou Qijun Zhao Deng-Ping Fan 119 70 0 10 Oct 2020
Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting Yuan Yin Vincent Le Guen Jérémie Donà Emmanuel de Bézenac Ibrahim Ayed Nicolas Thome Patrick Gallinari AI4CE PINN 130 135 0 09 Oct 2020
HECT: High-Dimensional Ensemble Consistency Testing for Climate Models Niccolò Dalmasso Galen B. Vincent D. Hammerling Ann B. Lee AI4Cl 33 0 0 08 Oct 2020
Recurrent convolutional neural network for the surrogate modeling of subsurface flow simulation Hyung Jun Yang Timothy Yeo J. An AI4CE 47 1 0 08 Oct 2020
RealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile Recognition Yan Yang Md Zakir Hossain Tom Gedeon Shafin Rahman CVBM 44 10 0 07 Oct 2020
A Study on Trees's Knots Prediction from their Bark Outer-Shape Mohamed Mejri Antoine Richard C´edric Pradalier 3DPC 28 0 0 05 Oct 2020
Transformers for Modeling Physical Systems N. Geneva N. Zabaras AI4CE 119 146 0 04 Oct 2020
A Variational Information Bottleneck Based Method to Compress Sequential Networks for Human Action Recognition Ayush Srivastava Oshin Dutta A. Prathosh Sumeet Agarwal Jigyasa Gupta 61 8 0 03 Oct 2020
Beyond Tabula-Rasa: a Modular Reinforcement Learning Approach for Physically Embedded 3D Sokoban Peter Karkus M. Berk Mirza A. Guez Andrew Jaegle Timothy Lillicrap Lars Buesing N. Heess T. Weber OffRL 67 8 0 03 Oct 2020
The Efficacy of $L_1$ Regularization in Two-Layer Neural Networks Gen Li Yuantao Gu Jie Ding 57 7 0 02 Oct 2020
Linguistic Structure Guided Context Modeling for Referring Image Segmentation Tianrui Hui Si Liu Shaofei Huang Guanbin Li Sansi Yu Faxi Zhang Jizhong Han 83 154 0 01 Oct 2020
Referring Image Segmentation via Cross-Modal Progressive Comprehension Shaofei Huang Tianrui Hui Si Liu Guanbin Li Yunchao Wei Jizhong Han Luoqi Liu Yue Liu EgoV 97 183 0 01 Oct 2020
Deformable Kernel Convolutional Network for Video Extreme Super-Resolution Xuan Xu Xin Xiong Jinge Wang Xin Li SupR AI4TS 56 6 0 01 Oct 2020
Rain-Code Fusion : Code-to-code ConvLSTM Forecasting Spatiotemporal Precipitation Yasuno Takato Ishii Akira Amakata Masazumi 16 0 0 30 Sep 2020
Learning to Compress Videos without Computing Motion Meixu Chen T. Goodall Anjul Patney A. Bovik 33 10 0 29 Sep 2020
Learning to Detect Objects with a 1 Megapixel Event Camera E. Perot Pierre de Tournemire D. Nitti Jonathan Masci A. Sironi ObjD 91 263 0 28 Sep 2020
Unsupervised Transfer Learning for Spatiotemporal Predictive Networks Zhiyu Yao Yunbo Wang Mingsheng Long Jianmin Wang AI4TS 51 18 0 24 Sep 2020
Cloud Cover Nowcasting with Deep Learning Léa Berthomier Bruno Pradel Lior Perez 66 25 0 24 Sep 2020
Augmented Convolutional LSTMs for Generation of High-Resolution Climate Change Projections Nidhin Harilal Udit Bhatia M. Singh AI4Cl 71 26 0 23 Sep 2020
Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks Ismail Alaoui Abdellaoui S. Mehrkanoon AI4TS 33 11 0 23 Sep 2020
Demand Forecasting in Bike-sharing Systems Based on A Multiple Spatiotemporal Fusion Network Xiao Yan Gang Kou Feng Xiao Dapeng Zhang X. Gan AI4TS 28 0 0 23 Sep 2020
Using satellite imagery to understand and promote sustainable development Marshall Burke Anne Driscoll David B. Lobell Stefano Ermon 77 328 0 23 Sep 2020
Latent State Inference in a Spatiotemporal Generative Model Matthias Karlbauer Tobias Menge S. Otte Hendrik P. A. Lensch Thomas Scholten V. Wulfmeyer Martin Volker Butz 45 1 0 21 Sep 2020
Inferring, Predicting, and Denoising Causal Wave Dynamics Matthias Karlbauer S. Otte Hendrik P. A. Lensch Thomas Scholten V. Wulfmeyer Martin Volker Butz 39 3 0 19 Sep 2020
Thermal and IR Drop Analysis Using Convolutional Encoder-Decoder Networks V. A. Chhabria V. Ahuja Ashwath Prabhu Nikhil Patil Palkesh Jain S. Sapatnekar 34 58 0 18 Sep 2020
Learning to Identify Physical Parameters from Video Using Differentiable Physics Rama Krishna Kandukuri Jan Achterhold Michael Möller J. Stückler SSL 54 14 0 17 Sep 2020
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric Constancy Federico Paredes-Valles Guido de Croon 90 152 0 17 Sep 2020
Urban Traffic Flow Forecast Based on FastGCRNN Ya Zhang Mingming Lu Haifeng Li GNN AI4TS 74 20 0 17 Sep 2020
Deep Learning in Photoacoustic Tomography: Current approaches and future directions A. Hauptmann B. Cox 142 131 0 16 Sep 2020
A Convolutional LSTM based Residual Network for Deepfake Video Detection Shahroz Tariq Sangyup Lee Simon S. Woo 107 78 0 16 Sep 2020
Video captioning with stacked attention and semantic hard pull Md. Mushfiqur Rahman Thasinul Abedin Khondokar S. S. Prottoy Ayana Moshruba Fazlul Hasan Siddiqui 53 2 0 15 Sep 2020
Attention-SLAM: A Visual Monocular SLAM Learning from Human Gaze Jinquan Li Ling Pei Danping Zou Songpengcheng Xia Qi Wu Tao Li Zhen Sun Wenxian Yu 57 34 0 15 Sep 2020