SimVP: Simpler yet Better Video Prediction

9 June 2022

Zhangyang Gao

Cheng Tan

Lirong Wu

Stan Z. Li

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Papers citing "SimVP: Simpler yet Better Video Prediction"

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Title
SRVP: Strong Recollection Video Prediction Model Using Attention-Based Spatiotemporal Correlation Fusion Yuseon Kim Kyongseok Park 27 0 0 10 Apr 2025
PINP: Physics-Informed Neural Predictor with latent estimation of fluid flows Huaguan Chen Yang Liu Hao Sun PINN AI4CE 34 0 0 08 Apr 2025
UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines Chen Tang Xinzhu Ma Encheng Su Xiufeng Song Xiaohong Liu Wei-Hong Li Lei Bai Wanli Ouyang Xiangyu Yue 3DGS AI4TS 62 0 0 26 Mar 2025
Learning Extremely High Density Crowds as Active Matters Feixiang He Jiangbei Yue Jialin Zhu Armin Seyfried Dan Casas Julien Pettré He-Nan Wang 54 0 0 15 Mar 2025
GMG: A Video Prediction Method Based on Global Focus and Motion Guided Yuhao Du Hui Liu Haoxiang Peng Xinyuan Chen Chenrong Wu J. Zhang 57 0 0 14 Mar 2025
A Deep-Learning Iterative Stacked Approach for Prediction of Reactive Dissolution in Porous Media Marcos Cirne Hannah Menke A. Abdellatif Julien Maes Florian Doster A. Elsheikh AI4CE 40 0 0 11 Mar 2025
High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation Ziye Wang Yiran Qin Lin Zeng Ruimao Zhang 57 0 0 24 Feb 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
Has the Deep Neural Network learned the Stochastic Process? An Evaluation Viewpoint H. Kumar Beomseok Kang Biswadeep Chakraborty Saibal Mukhopadhyay 46 0 0 28 Jan 2025
ORCAst: Operational High-Resolution Current Forecasts Pierre Garcia Inès Larroche Amélie Pesnec Hannah Bull Théo Archambault Evangelos Moschos Alexandre Stegner A. Charantonis Dominique Béréziat AI4Cl 40 0 0 21 Jan 2025
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting Hao Wu Haomin Wen Guibin Zhang Yutong Xia Kai Wang Yuxuan Liang Yu Zheng Kun Wang 60 2 0 17 Jan 2025
$$\texttt{DINO-Foresight}$: Looking into the Future with DINO$ $\texttt{DINO-Foresight}$ : Looking into the Future with DINO Efstathios Karypidis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis AI4CE 79 1 0 16 Dec 2024
Data-driven Precipitation Nowcasting Using Satellite Imagery Young-Jae Park Doyi Kim Minseok Seo Hae-Gon Jeon Yeji Choi AI4Cl 70 0 0 16 Dec 2024
Video Representation Learning with Joint-Embedding Predictive Architectures Katrina Drozdov Ravid Shwartz-Ziv Yann LeCun AI4TS 67 1 0 14 Dec 2024
MPBD-LSTM: A Predictive Model for Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT Scans Xueyang Li Han Xiao Weixiang Weng Xiaowei Xu Yiyu Shi 65 0 0 02 Dec 2024
DuoCast: Duo-Probabilistic Meteorology-Aware Model for Extended Precipitation Nowcasting Penghui Wen Lei Bai Mengwei He Patrick Filippi Feng Zhang Thomas Francis Bishop Zhiyong Wang Kun Hu 75 0 0 02 Dec 2024
UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction Yuan Yuan Jingtao Ding Chonghua Han Depeng Jin Yong Li Yong Li AI4TS AI4CE 79 1 0 20 Nov 2024
STLight: a Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal joint Processing Andrea Alfarano Alberto Alfarano Linda Friso Andrea Bacciu Irene Amerini Fabrizio Silvestri 35 0 0 15 Nov 2024
Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting Chiu-Wai Yan Shi Quan Foo Van Hoan Trinh Dit-Yan Yeung Ka-Hing Wong W. Wong 25 0 0 30 Oct 2024
Motion Graph Unleashed: A Novel Approach to Video Prediction Yiqi Zhong Luming Liang Bohan Tang Ilya Zharkov Ulrich Neumann 32 1 0 29 Oct 2024
E-Motion: Future Motion Simulation via Event Sequence Diffusion Song Wu Zhiyu Zhu Junhui Hou Guangming Shi Jinjian Wu DiffM VGen 35 0 0 11 Oct 2024
PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling Junchao Gong Siwei Tu Weidong Yang Ben Fei Kun Chen Wenlong Zhang Xiaokang Yang Wanli Ouyang Lei Bai DiffM 16 2 0 08 Oct 2024
Masked Autoregressive Model for Weather Forecasting Doyi Kim Minseok Seo Hakjin Lee Junghoon Seo 18 0 0 30 Sep 2024
CausalVE: Face Video Privacy Encryption via Causal Video Prediction Yubo Huang Wenhao Feng Xin Lai Zixi Wang Jingzehua Xu Shuai Zhang Hongjie He Fan Chen PICV 21 0 0 28 Sep 2024
Context-Conditioned Spatio-Temporal Predictive Learning for Reliable V2V Channel Prediction Lei Chu Daoud Burghal Rui Wang Michael Neuman A. Molisch 24 0 0 16 Sep 2024
Towards Real-Time Generation of Delay-Compensated Video Feeds for Outdoor Mobile Robot Teleoperation Neeloy Chakraborty Yixiao Fang Andre Schreiber Tianchen Ji Zhe Huang Aganze Mihigo Cassidy Wall Abdulrahman Almana Katherine Driggs-Campbell 28 0 0 16 Sep 2024
STAA: Spatio-Temporal Alignment Attention for Short-Term Precipitation Forecasting Min Chen Hao Yang Shaohan Li Xiaolin Qin 18 1 0 06 Sep 2024
GenRec: Unifying Video Generation and Recognition with Diffusion Models Zejia Weng Xitong Yang Zhen Xing Zuxuan Wu Yu-Gang Jiang VGen DiffM 25 5 0 27 Aug 2024
Physics-informed Discovery of State Variables in Second-Order and Hamiltonian Systems Félix Chavelli Zi-Yu Khoo Dawen Wu Jonathan Sze Choong Low Stéphane Bressan 15 0 0 21 Aug 2024
Self-supervised Multi-future Occupancy Forecasting for Autonomous Driving Bernard Lange Masha Itkina Jiachen Li Mykel J. Kochenderfer 21 4 0 30 Jul 2024
Efficiently improving key weather variables forecasting by performing the guided iterative prediction in latent space Shuangliang Li Siwei Li 25 0 0 27 Jul 2024
ST-Mamba: Spatial-Temporal Mamba for Traffic Flow Estimation Recovery using Limited Data Doncheng Yuan Jianzhe Xue Jinshan Su Wenchao Xu Haibo Zhou Mamba 11 3 0 11 Jul 2024
PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines Zidong Wang Zeyu Lu Di Huang Tong He Xihui Liu Wanli Ouyang Lei Bai 33 5 0 11 Jul 2024
Spatial-Temporal Attention Model for Traffic State Estimation with Sparse Internet of Vehicles Jianzhe Xue Dongcheng Yuan Yu Sun Tianqi Zhang Wenchao Xu Haibo Zhou Xuemin Shen 19 1 0 10 Jul 2024
Video Generation with Learned Action Prior Meenakshi Sarkar Devansh Bhardwaj Debasish Ghose VGen GAN 23 0 0 20 Jun 2024
AID: Adapting Image2Video Diffusion Models for Instruction-guided Video Prediction Zhen Xing Qi Dai Zejia Weng Zuxuan Wu Yu-Gang Jiang VGen 39 10 0 10 Jun 2024
ACE Metric: Advection and Convection Evaluation for Accurate Weather Forecasting Doyi Kim Minseok Seo Yeji Choi 18 0 0 07 Jun 2024
Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning Cheng Tan Jingxuan Wei Linzhuang Sun Zhangyang Gao Siyuan Li Bihui Yu Ruifeng Guo Stan Z. Li ReLM LRM 3DV 61 6 0 31 May 2024
SFANet: Spatial-Frequency Attention Network for Weather Forecasting Jiaze Wang Hao Chen Hongcan Xu Jinpeng Li Bo-Lan Wang Kun Shao Furui Liu Huaxi Chen Guangyong Chen Pheng-Ann Heng 32 0 0 29 May 2024
Enhanced Spatiotemporal Prediction Using Physical-guided And Frequency-enhanced Recurrent Neural Networks Xuanle Zhao Yue Sun Tielin Zhang Bo Xu AI4CE 28 1 0 23 May 2024
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling Wanghan Xu Fenghua Ling Wenlong Zhang Tao Han Hao Chen Wanli Ouyang Lei Bai AI4CE 34 3 0 22 May 2024
Unsupervised Dynamics Prediction with Object-Centric Kinematics Yeon-Ji Song Suhyung Choi Jaein Kim Jin-Hwa Kim Byoung-Tak Zhang 28 0 0 29 Apr 2024
MCSDNet: Mesoscale Convective System Detection Network via Multi-scale Spatiotemporal Information Jiajun Liang Baoquan Zhang Yunming Ye Xutao Li Chuyao Luo Xukai Fu 24 0 0 26 Apr 2024
Learning Locally Interacting Discrete Dynamical Systems: Towards Data-Efficient and Scalable Prediction Beomseok Kang H. Kumar Minah Lee Biswadeep Chakraborty Saibal Mukhopadhyay AI4CE 29 5 0 09 Apr 2024
Action-conditioned video data improves predictability Meenakshi Sarkar Debasish Ghose VGen 25 0 0 08 Apr 2024
TAFormer: A Unified Target-Aware Transformer for Video and Motion Joint Prediction in Aerial Scenes Liangyu Xu Wanxuan Lu Hongfeng Yu Yongqiang Mao Hanbo Bi Chenglong Liu Xian Sun Kun Fu 14 2 0 27 Mar 2024
VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting Yujin Tang Peijie Dong Zhenheng Tang Xiaowen Chu Junwei Liang Mamba 51 19 0 25 Mar 2024
Spatio-Temporal Fluid Dynamics Modeling via Physical-Awareness and Parameter Diffusion Guidance Hao Wu Fan Xu Yifan Duan Ziwei Niu Weiyan Wang Gaofeng Lu Kun Wang Yuxuan Liang Yang Wang DiffM AI4CE 34 8 0 18 Mar 2024
Learning Physical Dynamics for Object-centric Visual Prediction Hui Xu Tao Chen Feng Xu OCL 20 0 0 15 Mar 2024
General surgery vision transformer: A video pre-trained foundation model for general surgery Samuel Schmidgall Ji Woong Kim Jeffery Jopling Axel Krieger ViT MedIm 16 5 0 09 Mar 2024