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

19 May 2023

Xian-Sheng Hua

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

21 / 21 papers shown

Title
Generative Artificial Intelligence in Robotic Manipulation: A Survey Kun Zhang Peng Yun Jun Cen Junhao Cai DiDi Zhu ... Qifeng Chen Jia Pan Wei K. Zhang Bo Yang Hua Chen 59 1 0 05 Mar 2025
BeamVQ: Beam Search with Vector Quantization to Mitigate Data Scarcity in Physical Spatiotemporal Forecasting Weiyan Wang Xingjian Shi Ruiqi Shu Yuan Gao Rui Chen ... Shuaipeng Li Yangyu Tao Di Wang Hao Wu Xiaomeng Huang 61 0 0 26 Feb 2025
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 42 0 0 15 Nov 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 36 1 0 28 Sep 2024
Guiding Video Prediction with Explicit Procedural Knowledge Patrick Takenaka Johannes Maucher Marco F. Huber 44 1 0 26 Jun 2024
Deep learning for precipitation nowcasting: A survey from the perspective of time series forecasting Sojung An Tae-Jin Oh Eunha Sohn Donghyun Kim AI4TS 45 7 0 07 Jun 2024
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 34 0 0 02 Jun 2024
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 44 1 0 27 May 2024
Enhanced Spatiotemporal Prediction Using Physical-guided And Frequency-enhanced Recurrent Neural Networks Xuanle Zhao Yue Sun Tielin Zhang Bo Xu AI4CE 38 1 0 23 May 2024
A Survey of Generative Techniques for Spatial-Temporal Data Mining Qianru Zhang Haixin Wang Cheng Long Liangcai Su Xingwei He ... Tailin Wu Hongzhi Yin S. Yiu Qi Tian Christian S. Jensen AI4TS 52 7 0 15 May 2024
LTRDetector: Exploring Long-Term Relationship for Advanced Persistent Threats Detection Xiaoxiao Liu Fan Xu Nan Wang Qinxin Zhao Dalin Zhang Xibin Zhao Jiqiang Liu 27 0 0 04 Apr 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 37 8 0 18 Mar 2024
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images Jinsung Jeon Hyundong Jin Jonghyun Choi Sanghyun Hong Dongeun Lee Kookjin Lee Noseong Park 22 0 0 20 Feb 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
Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum Fan Xu Nan Wang Hao Wu Xuezhi Wen Xibin Zhao Hai Wan 22 21 0 11 Dec 2023
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning Cheng Tan Siyuan Li Zhangyang Gao Wen-Cai Guan Zedong Wang Zicheng Liu Lirong Wu Stan Z. Li AI4TS 41 57 0 20 Jun 2023
VideoGPT: Video Generation using VQ-VAE and Transformers Wilson Yan Yunzhi Zhang Pieter Abbeel A. Srinivas ViT VGen 245 484 0 20 Apr 2021
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 203 2,281 0 18 Oct 2020
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction Vincent Le Guen Nicolas Thome AI4CE PINN 80 288 0 03 Mar 2020
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 238 3,234 0 24 Nov 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 224 7,902 0 13 Jun 2015