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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
Accelerating Neural Network Inference with Processing-in-DRAM: From the Edge to the Cloud Geraldo F. Oliveira Juan Gómez Luna Saugata Ghose Amirali Boroumand O. Mutlu 71 26 0 19 Sep 2022
A Temporal Densely Connected Recurrent Network for Event-based Human Pose Estimation Z. Shao Wen Zhou Wuzhen Wang Jianyu Yang Youfu Li 3DH 72 6 0 15 Sep 2022
A Temporal Anomaly Detection System for Vehicles utilizing Functional Working Groups and Sensor Channels Subash Neupane Ivan A. Fernandez Wilson Patterson Sudip Mittal Shahram Rahimi 47 5 0 14 Sep 2022
Clifford Neural Layers for PDE Modeling Johannes Brandstetter Rianne van den Berg Max Welling Jayesh K. Gupta AI4CE 127 90 0 08 Sep 2022
AST-GIN: Attribute-Augmented Spatial-Temporal Graph Informer Network for Electric Vehicle Charging Station Availability Forecasting Ruikang Luo Yaofeng Song Liping Huang Yicheng Zhang Rong Su GNN 55 5 0 07 Sep 2022
REQA: Coarse-to-fine Assessment of Image Quality to Alleviate the Range Effect Bingheng Li Fushuo Huo 92 12 0 05 Sep 2022
ARMA Cell: A Modular and Effective Approach for Neural Autoregressive Modeling Philipp Schiele Christoph Berninger David Rügamer AI4TS 58 2 0 31 Aug 2022
Predicting spatial distribution of Palmer Drought Severity Index V. Grabar Yury Maximov A. Zaytsev 68 1 0 31 Aug 2022
Bridging the View Disparity Between Radar and Camera Features for Multi-modal Fusion 3D Object Detection Taohua Zhou Yining Shi Junjie Chen Kun Jiang Mengmeng Yang Diange Yang 95 80 0 25 Aug 2022
Motion Robust High-Speed Light-Weighted Object Detection With Event Camera Bing-Quan Liu Chang Xu Wen Yang Huai Yu Lei Yu 84 38 0 24 Aug 2022
Event-based Image Deblurring with Dynamic Motion Awareness Patricia Vitoria Stamatios Georgoulis S. Tulyakov Alfredo Bochicchio Julius Erbach Yuanyou Li 70 19 0 24 Aug 2022
Modality Mixer for Multi-modal Action Recognition Sumin Lee Sangmin Woo Yeonju Park Muhammad Adi Nugroho Changick Kim 60 10 0 24 Aug 2022
Robot Motion Planning as Video Prediction: A Spatio-Temporal Neural Network-based Motion Planner Xiao Zang Miao Yin Lingyi Huang Jingjin Yu S. Zonouz Bo Yuan 3DV 55 14 0 24 Aug 2022
Review on Action Recognition for Accident Detection in Smart City Transportation Systems Victor A. Adewopo Nelly Elsayed Zag ElSayed Murat Ozer Ahmed Abdelgawad Magdy A. Bayoumi 63 46 0 20 Aug 2022
Wildfire Forecasting with Satellite Images and Deep Generative Model T. Hoang Sang Truong Chris Schmidt VGen 36 0 0 19 Aug 2022
Pyramidal Predictive Network: A Model for Visual-frame Prediction Based on Predictive Coding Theory Chaofan Ling Junpei Zhong Wei-Hong Li 66 4 0 15 Aug 2022
Semi-Supervised Cross-Modal Salient Object Detection with U-Structure Networks Yunqing Bao Hang Dai Abdulmotaleb Elsaddik 45 2 0 08 Aug 2022
fMRI-S4: learning short- and long-range dynamic fMRI dependencies using 1D Convolutions and State Space Models A. E. Gazzar R. Thomas G. Wingen 63 3 0 08 Aug 2022
Clear Memory-Augmented Auto-Encoder for Surface Defect Detection Wei Luo Tongzhi Niu Lixin Tang Wenyong Yu Bin Li 68 5 0 08 Aug 2022
Exploring Long- and Short-Range Temporal Information for Learned Video Compression Huairui Wang Zhenzhong Chen 70 4 0 07 Aug 2022
Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal Embeddings in Traffic Forecasting Juyong Jiang Binqing Wu Ling-Hao Chen Kai Zhang Sunghun Kim AI4TS 80 19 0 05 Aug 2022
MixNet: Structured Deep Neural Motion Prediction for Autonomous Racing Phillip Karle Ferenc Török Maximilian Geisslinger Markus Lienkamp 49 8 0 03 Aug 2022
Physics-informed Deep Super-resolution for Spatiotemporal Data Pu Ren Chengping Rao Yang Liu Zihan Ma Qi Wang Jianxin Wang Hao Sun 114 13 0 02 Aug 2022
A Novel Transformer Network with Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting Alabi Bojesomo Hasan Al-Marzouqi P. Liatsis 77 10 0 02 Aug 2022
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 158 21 0 26 Jul 2022
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds Junbo Yin Jianbing Shen Xin Gao David J. Crandall Ruigang Yang 3DPC ViT 117 61 0 26 Jul 2022
Spatial-temporal Analysis for Automated Concrete Workability Estimation Litao Yu Shuai Liu Mohammed Bennamoun Xiaojun Chang V. Sirivivatnanon Ali Soltani Nezhad 42 1 0 24 Jul 2022
Few-shot Image Generation Using Discrete Content Representation Y. Hong Li Niu Jianfu Zhang Liqing Zhang DiffM 84 11 0 22 Jul 2022
Latency-Aware Collaborative Perception Zixing Lei Shunli Ren Yue Hu Wenjun Zhang Siheng Chen 120 101 0 18 Jul 2022
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery Yezhen Cong Samarth Khanna Chenlin Meng Patrick Liu Erik Rozi Yutong He Marshall Burke David B. Lobell Stefano Ermon ViT 102 276 0 17 Jul 2022
Robust Deep Compressive Sensing with Recurrent-Residual Structural Constraints Jun Niu 99 2 0 15 Jul 2022
Weakly Supervised Video Salient Object Detection via Point Supervision Shuyong Gao Hao Xing Wei Zhang Yan Wang Qianyu Guo Wenqiang Zhang 67 26 0 15 Jul 2022
You Only Align Once: Bidirectional Interaction for Spatial-Temporal Video Super-Resolution Mengshun Hu Kui Jiang Zhixiang Nie Zheng Wang 83 20 0 13 Jul 2022
Unsupervised Hebbian Learning on Point Sets in StarCraft II Beomseok Kang H. Kumar Saurabh Dash Saibal Mukhopadhyay SSL 54 6 0 13 Jul 2022
The Free Energy Principle for Perception and Action: A Deep Learning Perspective Pietro Mazzaglia Tim Verbelen Ozan Çatal Bart Dhoedt DRL AI4CE 63 33 0 13 Jul 2022
Earthformer: Exploring Space-Time Transformers for Earth System Forecasting Zhihan Gao Xingjian Shi Hao Wang Yi Zhu Yuyang Wang Mu Li Dit-Yan Yeung AI4TS 100 159 0 12 Jul 2022
Efficient Human Vision Inspired Action Recognition using Adaptive Spatiotemporal Sampling Khoi-Nguyen C. Mac Minh Do Minh Vo TTA 108 2 0 12 Jul 2022
Learning Invariant World State Representations with Predictive Coding Avi Ziskind Sujeong Kim Giedrius Burachas SSL 105 0 0 06 Jul 2022
Deep Parametric 3D Filters for Joint Video Denoising and Illumination Enhancement in Video Super Resolution Xiaogang Xu Jiafei Wu Chi-Wing Fu Jiaya Jia SupR DiffM 56 10 0 05 Jul 2022
Benchmark Dataset for Precipitation Forecasting by Post-Processing the Numerical Weather Prediction Taehyeon Kim Namgyu Ho Donggyu Kim Se-Young Yun BDL 68 6 0 30 Jun 2022
Primitive Graph Learning for Unified Vector Mapping Lei Wang Min Dai Jianan He Jingwei Huang Mingwei Sun 108 0 0 28 Jun 2022
Improved Processing of Ultrasound Tongue Videos by Combining ConvLSTM and 3D Convolutional Networks Amin Honarmandi Shandiz L. Tóth 46 4 0 26 Jun 2022
Video Anomaly Detection via Prediction Network with Enhanced Spatio-Temporal Memory Exchange Guodong Shen Yuqi Ouyang Victor Sanchez AI4TS 119 7 0 26 Jun 2022
Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning Cheng Tan Zhangyang Gao Lirong Wu Yongjie Xu Jun Xia Siyuan Li Stan Z. Li 125 110 0 24 Jun 2022
Dynamic Scene Deblurring Based on Continuous Cross-Layer Attention Transmission Xia Hua Mingxin Li Junxiong Fei Yu Shi Jianguo Liu Hanyu Hong 29 0 0 23 Jun 2022
HOPE: Hierarchical Spatial-temporal Network for Occupancy Flow Prediction Yi Hu Wenxin Shao Bo Jiang Jiajie Chen Siqi Chai Zhening Yang Jingyu Qian Helong Zhou Qiang Liu AI4CE 76 14 0 21 Jun 2022
Geo-NI: Geometry-aware Neural Interpolation for Light Field Rendering Gaochang Wu Yuemei Zhou Yebin Liu Lu Fang Tianyou Chai 3DH AI4CE 48 0 0 20 Jun 2022
A Comprehensive Survey on Video Saliency Detection with Auditory Information: the Audio-visual Consistency Perceptual is the Key! Chenglizhao Chen Mengke Song Wenfeng Song Li Guo Muwei Jian 110 28 0 20 Jun 2022
Going Deeper than Tracking: a Survey of Computer-Vision Based Recognition of Animal Pain and Affective States Sofia Broomé Marcelo Feighelstein Anna Zamansky Gabriel Carreira Lencioni P. Andersen Francisca Pessanha M. Mahmoud Hedvig Kjellström A. A. Salah 87 11 0 16 Jun 2022
Zero-shot object goal visual navigation Qianfan Zhao Lu Zhang Bin He Hong Qiao Zhi-yong Liu 83 42 0 15 Jun 2022