中国科学院计算技术研究所机构知识库

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	STAU: A SpatioTemporal-Aware Unit for Video Prediction and Beyond 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 9, 页码: 7916-7929 作者:  Chang, Zheng;  Zhang, Xinfeng;  Wang, Shanshe;  Ma, Siwei;  Gao, Wen 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Spatiotemporal phenomena  Correlation  Predictive models  Stochastic processes  Hands  Dynamics  Visualization  Aggregates  Training  Reliability  Spatiotemporal-aware  spatiotemporal correlations  attention mechanism  video prediction and beyond
	Monte Carlo Neural PDE Solver for Learning PDEs via Probabilistic Representation 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 6, 页码: 5059-5075 作者:  Zhang, Rui;  Meng, Qi;  Zhu, Rongchan;  Wang, Yue;  Shi, Wenlei;  Zhang, Shihua;  Ma, Zhi-Ming;  Liu, Tie-Yan 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Training  Monte Carlo methods  Spatiotemporal phenomena  Accuracy  Probabilistic logic  Neural networks  Numerical models  Mathematical models  Finite difference methods  Diffusion processes  Neural PDE solver  Monte Carlo method  Feynman-Kac formula  AI for PDE
	Motion Feature Aggregation for Video-Based Person Re-Identification 期刊论文 IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 3908-3919 作者:  Gu, Xinqian;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang 收藏  |  浏览/下载：55/0  |  提交时间：2022/12/07 Feature extraction  Optical imaging  Computational modeling  Spatiotemporal phenomena  Data mining  Training  Tracking  Video-based person re-identification  temporal information modeling  motion feature extraction
	Exploring Adversarial Attack in Spiking Neural Networks With Spike-Compatible Gradient 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15 作者:  Liang, Ling;  Hu, Xing;  Deng, Lei;  Wu, Yujie;  Li, Guoqi;  Ding, Yufei;  Li, Peng;  Xie, Yuan 收藏  |  浏览/下载：64/0  |  提交时间：2022/06/21 Spatiotemporal phenomena  Computational modeling  Perturbation methods  Biological neural networks  Backpropagation  Unsupervised learning  Training  Adversarial attack  backpropagation through time (BPTT)  neuromorphic computing  spike-compatible gradient  spiking neural networks (SNNs)
	Vehicle Trajectory Prediction Using LSTMs with Spatial-Temporal Attention Mechanisms 期刊论文 IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2021, 页码: 11 作者:  Lin, Lei;  Li, Weizi;  Bi, Huikun;  Qin, Lingqina 收藏  |  浏览/下载：56/0  |  提交时间：2022/06/21 Trajectory  Predictive models  Autonomous vehicles  Data models  Vehicle dynamics  Training  Spatiotemporal phenomena