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PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction
v1v2v3 (latest)

PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction

ACM Multimedia (ACM MM), 2023
19 May 2023
Hao Wu
Wei Xion
Fan Xu
Xian-Sheng Hua
C. L. Philip Chen
Xiansheng Hua
    AI4TS
ArXiv (abs)PDFHTMLGithub (27★)

Papers citing "PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction"

50 / 72 papers shown
S^2-KD: Semantic-Spectral Knowledge Distillation Spatiotemporal Forecasting
S^2-KD: Semantic-Spectral Knowledge Distillation Spatiotemporal Forecasting
Wenshuo Wang
Yaomin Shen
Yingjie Tan
Yihao Chen
146
1
0
29 Nov 2025
Unlocking Out-of-Distribution Generalization in Dynamics through Physics-Guided Augmentation
Unlocking Out-of-Distribution Generalization in Dynamics through Physics-Guided Augmentation
Fan Xu
H. Wu
Kun Wang
Nan Wang
Qingsong Wen
X. Wu
Wei Gong
Xibin Zhao
149
0
0
28 Oct 2025
Learning from History: A Retrieval-Augmented Framework for Spatiotemporal Prediction
Learning from History: A Retrieval-Augmented Framework for Spatiotemporal Prediction
Hao Jia
Penghao Zhao
Hao Wu
Yuan Gao
Yangyu Tao
Bin Cui
AI4TSAI4CE
135
1
0
28 Oct 2025
Spatiotemporal Forecasting as Planning: A Model-Based Reinforcement Learning Approach with Generative World Models
Spatiotemporal Forecasting as Planning: A Model-Based Reinforcement Learning Approach with Generative World Models
Hao Wu
Y. Gao
Xingjian Shi
Shuaipeng Li
Fan Xu
...
Weiyan Wang
X. Luo
Kun Wang
X. Wu
Xiaomeng Huang
AI4TS
343
2
0
05 Oct 2025
VISION: Prompting Ocean Vertical Velocity Reconstruction from Incomplete Observations
VISION: Prompting Ocean Vertical Velocity Reconstruction from Incomplete Observations
Yuan Gao
Hao Wu
Qingsong Wen
Kun Wang
X. Wu
Xiaomeng Huang
VLM
290
0
0
25 Sep 2025
Differential-Integral Neural Operator for Long-Term Turbulence Forecasting
Differential-Integral Neural Operator for Long-Term Turbulence Forecasting
Hao Wu
Yuan Gao
Fan Xu
Fan Zhang
Qingsong Wen
Kun Wang
Xiaomeng Huang
X. Wu
AI4CE
277
1
0
25 Sep 2025
Breaking the Discretization Barrier of Continuous Physics Simulation Learning
Breaking the Discretization Barrier of Continuous Physics Simulation Learning
Fan Xu
Hao Wu
Nan Wang
Lilan Peng
Kun Wang
Wei Gong
Xibin Zhao
AI4CE
197
4
0
22 Sep 2025
STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting
STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting
Hao Chen
Tao Han
J. Zhang
Song Guo
Wenlong Zhang
AI4Cl
228
2
0
21 Sep 2025
Frequency-Aligned Knowledge Distillation for Lightweight Spatiotemporal Forecasting
Frequency-Aligned Knowledge Distillation for Lightweight Spatiotemporal Forecasting
Yuqi Li
Chuanguang Yang
Hansheng Zeng
Zeyu Dong
Zhulin An
Yongjun Xu
Yingli Tian
Hao Wu
AI4TS
373
53
0
27 Jun 2025
Generative Artificial Intelligence in Robotic Manipulation: A Survey
Generative Artificial Intelligence in Robotic Manipulation: A Survey
Kun Zhang
Peng Yun
Jun Cen
Junhao Cai
DiDi Zhu
...
Qifeng Chen
Jia Pan
Wei Zhang
Bo Yang
Hua Chen
803
17
0
05 Mar 2025
BeamVQ: Beam Search with Vector Quantization to Mitigate Data Scarcity in Physical Spatiotemporal Forecasting
BeamVQ: Beam Search with Vector Quantization to Mitigate Data Scarcity in Physical Spatiotemporal Forecasting
Weiyan Wang
Xingjian Shi
Hao Wu
Yuan Gao
Rui Chen
...
Shuaipeng Li
Yangyu Tao
Di Wang
Hao Wu
Xiaomeng Huang
399
5
0
26 Feb 2025
Time Series Analysis in Frequency Domain: A Survey of Open Challenges, Opportunities and Benchmarks
Time Series Analysis in Frequency Domain: A Survey of Open Challenges, Opportunities and Benchmarks
Qianru Zhang
Yuting Sun
Honggang Wen
Peng Yang
X. Li
Ming Li
K. Lam
Siu-Ming Yiu
Hongzhi Yin
AI4TS
413
9
0
12 Feb 2025
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal ForecastingKnowledge Discovery and Data Mining (KDD), 2024
Hao Wu
Haomin Wen
Guibin Zhang
Yutong Xia
Kai Wang
Yuxuan Liang
Yu Zheng
Kun Wang
539
7
0
17 Jan 2025
STLight: a Fully Convolutional Approach for Efficient Predictive
  Learning by Spatio-Temporal joint Processing
STLight: a Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal joint ProcessingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Andrea Alfarano
Alberto Alfarano
Linda Friso
Andrea Bacciu
Irene Amerini
Fabrizio Silvestri
315
3
0
15 Nov 2024
CausalVE: Face Video Privacy Encryption via Causal Video Prediction
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
322
1
0
28 Sep 2024
Guiding Video Prediction with Explicit Procedural Knowledge
Guiding Video Prediction with Explicit Procedural Knowledge
Patrick Takenaka
Johannes Maucher
Marco F. Huber
259
2
0
26 Jun 2024
Deep learning for precipitation nowcasting: A survey from the
  perspective of time series forecasting
Deep learning for precipitation nowcasting: A survey from the perspective of time series forecastingExpert systems with applications (ESWA), 2024
Sojung An
Tae-Jin Oh
Eunha Sohn
Donghyun Kim
AI4TS
407
27
0
07 Jun 2024
GLADformer: A Mixed Perspective for Graph-level Anomaly Detection
GLADformer: A Mixed Perspective for Graph-level Anomaly Detection
Fan Xu
Nan Wang
Hao Wu
Xuezhi Wen
Dalin Zhang
Siyang Lu
Binyong Li
Wei Gong
Hai Wan
Xibin Zhao
357
9
0
02 Jun 2024
BeamVQ: Aligning Space-Time Forecasting Model via Self-training on
  Physics-aware Metrics
BeamVQ: Aligning Space-Time Forecasting Model via Self-training on Physics-aware Metrics
Hao Wu
Xingjian Shi
Ziyue Huang
Penghao Zhao
Wei Xiong
Jinbao Xue
Yangyu Tao
Xiaomeng Huang
Weiyan Wang
AI4TS
270
3
0
27 May 2024
Adaptive Runge-Kutta Dynamics for Spatiotemporal Prediction
Adaptive Runge-Kutta Dynamics for Spatiotemporal Prediction
Xuanle Zhao
Yue Sun
Tielin Zhang
Bo Xu
Tielin Zhang
AI4CE
252
3
0
23 May 2024
A Survey of Generative Techniques for Spatial-Temporal Data Mining
A Survey of Generative Techniques for Spatial-Temporal Data Mining
Qianru Zhang
Haixin Wang
Cheng Long
Liangcai Su
Xingwei He
...
Tailin Wu
Hongzhi Yin
Siu-Ming Yiu
Qi Tian
Christian S. Jensen
AI4TS
292
15
0
15 May 2024
LTRDetector: Exploring Long-Term Relationship for Advanced Persistent
  Threats Detection
LTRDetector: Exploring Long-Term Relationship for Advanced Persistent Threats Detection
Xiaoxiao Liu
Fan Xu
Nan Wang
Qinxin Zhao
Dalin Zhang
Xibin Zhao
Jiqiang Liu
305
2
0
04 Apr 2024
Spatio-Temporal Fluid Dynamics Modeling via Physical-Awareness and
  Parameter Diffusion Guidance
Spatio-Temporal Fluid Dynamics Modeling via Physical-Awareness and Parameter Diffusion Guidance
Hao Wu
Fan Xu
Yifan Duan
Ziwei Niu
Weiyan Wang
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Yuxuan Liang
Yang Wang
DiffMAI4CE
322
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0
18 Mar 2024
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for
  Recognizing Low-Quality Images
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images
Jinsung Jeon
Hyundong Jin
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Sanghyun Hong
Dongeun Lee
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Noseong Park
301
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0
20 Feb 2024
Earthfarseer: Versatile Spatio-Temporal Dynamical Systems Modeling in
  One Model
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
522
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13 Dec 2023
Revisiting Graph-Based Fraud Detection in Sight of Heterophily and
  Spectrum
Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum
Fan Xu
Nan Wang
Hao Wu
Xuezhi Wen
Xibin Zhao
Hai Wan
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OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive
  Learning
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive LearningNeural Information Processing Systems (NeurIPS), 2023
Cheng Tan
Siyuan Li
Zhangyang Gao
Wen-Cai Guan
Zedong Wang
Zicheng Liu
Lirong Wu
Stan Z. Li
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A Dynamic Multi-Scale Voxel Flow Network for Video Prediction
A Dynamic Multi-Scale Voxel Flow Network for Video PredictionComputer Vision and Pattern Recognition (CVPR), 2023
Xiaotao Hu
Zhewei Huang
Ailin Huang
Jun Xu
Shuchang Zhou
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Optimizing Video Prediction via Video Frame Interpolation
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Robust Semantic Communications with Masked VQ-VAE Enabled Codebook
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Efficient VVC Intra Prediction Based on Deep Feature Fusion and
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Efficient VVC Intra Prediction Based on Deep Feature Fusion and Probability EstimationIEEE transactions on multimedia (IEEE TMM), 2022
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Weize Feng
Yiwen Xu
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07 May 2022
STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution
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VPTR: Efficient Transformers for Video Prediction
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Learning Semantic-Aware Dynamics for Video Prediction
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PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive
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