STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction

30 March 2022

Papers citing "STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction"

25 / 25 papers shown

Title
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
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 32 1 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
Masked Autoregressive Model for Weather Forecasting Doyi Kim Minseok Seo Hakjin Lee Junghoon Seo 28 0 0 30 Sep 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 32 8 0 02 May 2024
State-space Decomposition Model for Video Prediction Considering Long-term Motion Trend Fei Cui Jiaojiao Fang Xiaojiang Wu Zelong Lai Mengke Yang Menghan Jia Guizhong Liu 32 0 0 17 Apr 2024
Multi-view Aggregation Network for Dichotomous Image Segmentation Qian Yu Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu 37 15 0 11 Apr 2024
Earthfarseer: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model Hao Wu Yuxuan Liang Wei Xiong Zhengyang Zhou Wei-Ming Huang Shilong Wang Kun Wang AI4TS 50 10 0 13 Dec 2023
DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting Demin Yu Xutao Li Yunming Ye Baoquan Zhang Chuyao Luo Kuai Dai Rui Wang Xunlai Chen 28 20 0 11 Dec 2023
E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning Xiuhong Lin Changjie Qiu Zhipeng Cai Siqi Shen Yu Zang Weiquan Liu Xuesheng Bian Matthias Müller Cheng-Yu Wang 3DPC 13 3 0 30 Nov 2023
SIAM: A Simple Alternating Mixer for Video Prediction Xin Zheng Ziang Peng Yuan Cao Hongming Shan Junping Zhang 28 0 0 20 Nov 2023
Pair-wise Layer Attention with Spatial Masking for Video Prediction Ping Li Chenhan Zhang Zheng Yang Xianghua Xu Mingli Song 19 0 0 19 Nov 2023
MMVP: Motion-Matrix-based Video Prediction Yiqi Zhong Luming Liang Ilya Zharkov Ulrich Neumann 20 15 0 30 Aug 2023
Fast Fourier Inception Networks for Occluded Video Prediction Ping Li Chenhan Zhang Xianghua Xu 28 6 0 17 Jun 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
MS-LSTM: Exploring Spatiotemporal Multiscale Representations in Video Prediction Domain Zhifeng Ma Hao Zhang Jie Liu 21 7 0 16 Apr 2023
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction Xiaotao Hu Zhewei Huang Ailin Huang Jun Xu Shuchang Zhou VGen 22 69 0 17 Mar 2023
Implicit Stacked Autoregressive Model for Video Prediction Min-seok Seo Hakjin Lee Do-Yeon Kim Junghoon Seo VGen 34 17 0 14 Mar 2023
Weakly-supervised Representation Learning for Video Alignment and Analysis Guy Bar-Shalom G. Leifman Michael Elad Ehud Rivlin 21 2 0 08 Feb 2023
Anti-aliasing Predictive Coding Network for Future Video Frame Prediction Chaofan Ling Wei-Hong Li Junpei Zhong 21 0 0 13 Jan 2023
Predictive Coding Based Multiscale Network with Encoder-Decoder LSTM for Video Prediction Chaofan Ling Junpei Zhong Wei-Hong Li 26 3 0 22 Dec 2022
WALDO: Future Video Synthesis using Object Layer Decomposition and Parametric Flow Prediction G. L. Moing Jean Ponce Cordelia Schmid 19 6 0 25 Nov 2022
STIP: A SpatioTemporal Information-Preserving and Perception-Augmented Model for High-Resolution Video Prediction Zheng Chang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 23 4 0 09 Jun 2022
MS-RNN: A Flexible Multi-Scale Framework for Spatiotemporal Predictive Learning Zhifeng Ma Hao Zhang Jie Liu HAI AI4CE 25 12 0 07 Jun 2022
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