PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning

17 March 2021

Philip S. Yu

Papers citing "PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning"

34 / 34 papers shown

Title
GMG: A Video Prediction Method Based on Global Focus and Motion Guided Yuhao Du Hui Liu Haoxiang Peng Xinyuan Chen Chenrong Wu J. Zhang 59 0 0 14 Mar 2025
PIMRL: Physics-Informed Multi-Scale Recurrent Learning for Spatiotemporal Prediction Han Wan Qi Wang Hao Sun Hao Sun AI4CE 48 0 0 13 Mar 2025
Object-Centric Image to Video Generation with Language Guidance Angel Villar-Corrales Gjergj Plepi Sven Behnke DiffM VGen OCL 71 0 0 17 Feb 2025
MAUCell: An Adaptive Multi-Attention Framework for Video Frame Prediction Shreyam Gupta P. Agrawal Priyam Gupta 67 0 0 28 Jan 2025
Multi-Source Temporal Attention Network for Precipitation Nowcasting Rafael Pablos-Sarabia Joachim Nyborg Morten Birk Jeppe Liborius Sjørup Anders Lillevang Vesterholt Ira Assent AI4Cl 28 0 0 11 Oct 2024
Flow-guided Motion Prediction with Semantics and Dynamic Occupancy Grid Maps Rabbia Asghar Wenqian Liu Lukas Rummelhard A. Spalanzani Christian Laugier 31 0 0 22 Jul 2024
iVideoGPT: Interactive VideoGPTs are Scalable World Models Jialong Wu Shaofeng Yin Ningya Feng Xu He Dong Li Jianye Hao Mingsheng Long VGen 35 23 0 24 May 2024
Networking Systems for Video Anomaly Detection: A Tutorial and Survey Jing Liu Yang Liu Jieyu Lin Jielin Li Peng Sun Bo Hu Liang Song Azzedine Boukerche Victor C.M. Leung Victor C.M. Leung 43 10 0 16 May 2024
Unsupervised Dynamics Prediction with Object-Centric Kinematics Yeon-Ji Song Suhyung Choi Jaein Kim Jin-Hwa Kim Byoung-Tak Zhang 36 0 0 29 Apr 2024
Four-hour thunderstorm nowcasting using deep diffusion models of satellite Kuai Dai Xutao Li Junying Fang Yunming Ye Demin Yu Di Xian Danyu Qin Danyu Qin Jingsong Wang AI4Cl 30 1 0 16 Apr 2024
SVQ: Sparse Vector Quantization for Spatiotemporal Forecasting Chao Chen Tian Zhou Yanjun Zhao Hui Liu Liang Sun Rong Jin 30 0 0 06 Dec 2023
USTEP: Spatio-Temporal Predictive Learning under A Unified View Cheng Tan Jue Wang Zhangyang Gao Siyuan Li Stan Z. Li 36 1 0 09 Oct 2023
Physics-aware Machine Learning Revolutionizes Scientific Paradigm for Machine Learning and Process-based Hydrology Qingsong Xu Yilei Shi Jonathan Bamber Ye Tuo Ralf Ludwig Xiao Xiang Zhu AI4CE 18 9 0 08 Oct 2023
Global Precipitation Nowcasting of Integrated Multi-satellitE Retrievals for GPM: A U-Net Convolutional LSTM Architecture Reyhaneh Rahimi Praveen Ravirathinam A. Ebtehaj A. Behrangi J. Tan Vipin Kumar AI4Cl 19 4 0 20 Jul 2023
PreDiff: Precipitation Nowcasting with Latent Diffusion Models Zhihan Gao Xingjian Shi Boran Han Hongya Wang Xiaoyong Jin Danielle C. Maddix Yi Zhu Mu Li Bernie Wang BDL DiffM 23 54 0 19 Jul 2023
Enabling Real-time Neural Recovery for Cloud Gaming on Mobile Devices Zhaoyuan He Yifan Yang Shuozhe Li Diyuan Dai Lili Qiu Yuqing Yang 14 0 0 15 Jul 2023
PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction Hao Wu Wei Xion Fan Xu Xian-Sheng Hua C. L. Philip Chen Xiansheng Hua AI4TS 16 27 0 19 May 2023
TempEE: Temporal-Spatial Parallel Transformer for Radar Echo Extrapolation Beyond Auto-Regression Shengchao Chen Ting Shu Huani Zhao Guo Zhong Xunlai Chen 27 17 0 27 Apr 2023
Prior based Sampling for Adaptive LiDAR Amit Shomer S. Avidan 3DV 3DPC MDE 27 1 0 14 Apr 2023
Multi-modal learning for geospatial vegetation forecasting V. Benson Claire Robin C. Requena-Mesa Lazaro Alonso Nuno Carvalhais José A. Cortés Zhihan Gao Nora Linscheid M. Weynants Markus Reichstein 24 11 0 28 Mar 2023
Improving deep learning precipitation nowcasting by using prior knowledge M. Choma Petr Simánek Jakub Bartel 18 0 0 27 Jan 2023
Allo-centric Occupancy Grid Prediction for Urban Traffic Scene Using Video Prediction Networks Rabbia Asghar Lukas Rummelhard A. Spalanzani Christian Laugier 13 2 0 11 Jan 2023
WeatherFusionNet: Predicting Precipitation from Satellite Data Jirí Pihrt Rudolf Raevskiy Petr Simánek M. Choma 9 6 0 30 Nov 2022
On the Learning Mechanisms in Physical Reasoning Shiqian Li Ke Wu Chi Zhang Yixin Zhu AI4CE 44 13 0 05 Oct 2022
Enhancing Spatiotemporal Prediction Model using Modular Design and Beyond Haoyu Pan Hao Wu Tan Yang AI4TS 22 0 0 04 Oct 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 31 145 0 12 Jul 2022
Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning Cheng Tan Zhangyang Gao Lirong Wu Yongjie Xu Jun-Xiong Xia Siyuan Li Stan Z. Li 25 107 0 24 Jun 2022
SimVP: Simpler yet Better Video Prediction Zhangyang Gao Cheng Tan Lirong Wu Stan Z. Li 23 210 0 09 Jun 2022
Performing Video Frame Prediction of Microbial Growth with a Recurrent Neural Network Connor Robertson J. Wilmoth S. Retterer M. Fuentes-Cabrera 19 2 0 12 May 2022
Predicting Future Occupancy Grids in Dynamic Environment with Spatio-Temporal Learning K. S. Mann Abhishek Tomy Anshul K. Paigwar A. Renzaglia Christian Laugier 28 10 0 06 May 2022
MSPred: Video Prediction at Multiple Spatio-Temporal Scales with Hierarchical Recurrent Networks Angel Villar-Corrales Ani J. Karapetyan Andreas Boltres Sven Behnke 19 11 0 17 Mar 2022
Meta-Learning Dynamics Forecasting Using Task Inference Rui Wang Robin G. Walters Rose Yu OOD AI4TS AI4CE 19 31 0 20 Feb 2021
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction Vincent Le Guen Nicolas Thome AI4CE PINN 78 288 0 03 Mar 2020
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 215 7,902 0 13 Jun 2015