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CASIA OpenIR

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ChatGPT-Based Scenario Engineer: A New Framework on Scenario Generation for Trajectory Prediction 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 3, 页码: 4422-4431
作者:  Li, Xuan;  Liu, Enlu;  Shen, Tianyu;  Huang, Jun;  Wang, Fei-Yue
收藏  |  浏览/下载：25/0  |  提交时间：2024/07/03
Parallel driving  scenarios engineering  foundation model  vehicle operating system  generative pre-trained transformer  trajectory prediction  
Revisiting Confidence Estimation: Towards Reliable Failure Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 3370-3387
作者:  Zhu, Fei;  Zhang, Xu-Yao;  Cheng, Zhen;  Liu, Cheng-Lin
收藏  |  浏览/下载：21/0  |  提交时间：2024/07/03
Confidence estimation  uncertainty quantification  failure prediction  misclassification detection  selective classification  out-of-distribution detection  confidence calibration  model reliability  trustworthy  flat minima  
Control Strategies for Digital Twin Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 170-180
作者:  Guo-Ping Liu
Adobe PDF(1689Kb)  |  收藏  |  浏览/下载：224/128  |  提交时间：2024/01/02
Digital twin control systems  fault tolerant control  model tracking  performance prediction  performance retention  
A brain-inspired intention prediction model and its applications to humanoid robot 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 11
作者:  Zhao, Yuxuan;  Zeng, Yi
收藏  |  浏览/下载：204/0  |  提交时间：2022/12/27
human-robot interaction  intention prediction  brain-inspired model  spiking neural networks  humanoid robot  
Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 12, 页码: 5896-5909
作者:  Zhang, Feng;  Liu, Yani;  Feng, Ningxuan;  Yang, Cheng;  Zhai, Jidong;  Zhang, Shuhao;  He, Bingsheng;  Lin, Jiazao;  Zhang, Xiao;  Du, Xiaoyong
收藏  |  浏览/下载：375/0  |  提交时间：2022/12/27
Meteorology  Predictive models  COVID-19  Logic gates  Urban areas  Recurrent neural networks  Mathematical model  Periodic  weather-aware  LSTM  event mechanism  parking behavior prediction  COVID-19  
CSR: Cascade Conditional Variational Auto Encoder with Socially-aware Regression for Pedestrian Trajectory Prediction 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 133, 页码: 10
作者:  Zhou, Hao;  Ren, Dongchun;  Yang, Xu;  Fan, Mingyu;  Huang, Hai
收藏  |  浏览/下载：261/0  |  提交时间：2022/11/14
Pedestrian trajectory prediction  Socially -aware model  Conditional variational autoencoder (CVAE)  
Real-Time Iterative Compensation Framework for Precision Mechatronic Motion Control Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1218-1232
作者:  Chuxiong Hu;  Ran Zhou;  Ze Wang;  Yu Zhu;  Masayoshi Tomizuka
Adobe PDF(3413Kb)  |  收藏  |  浏览/下载：267/98  |  提交时间：2022/06/27
Precision motion control  prediction model  real-time iterative compensation  trajectory tracking  
Tactical intention recognition in Wargame 会议论文
, Chengdu, China, 23-26 April 2021
作者:  Xuan Liu;  Meijing Zhao;  Song Dai;  Qiyue Yin;  Wancheng Ni
Adobe PDF(2771Kb)  |  收藏  |  浏览/下载：201/66  |  提交时间：2022/06/17
wargame  tactical intention recognition  feature fusion  time series prediction model  
Vehicle Motion Prediction at Intersections Based on the Turning Intention and Prior Trajectories Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1657-1666
作者:  Ting Zhang;  Wenjie Song;  Mengyin Fu;  Yi Yang;  Meiling Wang
Adobe PDF(19741Kb)  |  收藏  |  浏览/下载：196/40  |  提交时间：2021/09/03
Autonomous vehicle  intersection  motion prediction  prior trajectories model  turning intention  
Prediction of Spatiotemporal Evolution of Urban Traffic Emissions Based on Taxi Trajectories 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 219-232
作者:  Zhen-Yi Zhao;  Yang Cao;  Yu Kang;  Zhen-Yi Xu
Adobe PDF(1649Kb)  |  收藏  |  浏览/下载：168/64  |  提交时间：2021/04/22
Vehicle emission prediction  spatiotemporal gragh convolution  GPS trajectories  motor vehicle emission simulator (MOVES) model  feature sharing