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CASIA OpenIR
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Efficient Calibration of Agent-Based Traffic Simulation Using Variational Auto-Encoder 会议论文
无, Macau, China, Oct. 08-12, 2022
作者:  Peijun Ye;  Fenghua Zhu;  Yisheng Lv;  Xiao Wang;  Yuanyuan Chen
Adobe PDF(1928Kb)  |  收藏  |  浏览/下载：17/5  |  提交时间：2024/06/03
Agent-Based Model  Calibration  
Learning Transformer-based Cooperation for Networked Traffic Signal Control 会议论文
, Macau, China, 2022-10
作者:  Zhao, Chen;  Dai, Xingyuan;  Wang, Xiao;  Li, Lingxi;  Lv, Yisheng;  Wang, Fei-Yue
Adobe PDF(1431Kb)  |  收藏  |  浏览/下载：17/7  |  提交时间：2024/05/28
Social relation and physical lane aggregator: integrating social and physical features for multimodal motion prediction 期刊论文
Journal of Intelligent and Connected Vehicles, 2022, 卷号: 5, 期号: 3, 页码: 302-308
作者:  Chen QY(陈启元);  Wei ZB(魏泽兵);  Wang X(王晓);  Li LX(李灵犀);  Lv YS(吕宜生)
Adobe PDF(1118Kb)  |  收藏  |  浏览/下载：121/31  |  提交时间：2023/06/26
SST-GAN: Single Sample-based Realistic Traffic Image Generation for Parallel Vision 会议论文
, Macau, China, 2022-10-08~2022-10-12
作者:  Jiangong Wang;  Yutong Wang;  Yonglin Tian;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(1971Kb)  |  收藏  |  浏览/下载：122/27  |  提交时间：2023/05/17
A Parallel Teacher for Synthetic-to-Real Domain Adaptation of Traffic Object Detection 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 3, 页码: 441-455
作者:  Wang, Jiangong;  Shen, Tianyu;  Tian, Yonglin;  Wang, Yutong;  Gou, Chao;  Wang, Xiao;  Yao, Fei;  Sun, Changyin
Adobe PDF(2602Kb)  |  收藏  |  浏览/下载：297/68  |  提交时间：2022/11/28
Object detection  Feature extraction  Data models  Training  Knowledge engineering  Detectors  Computational modeling  Computer vision  Unsupervised Domain Adaptation  Teacher-student learning  Traffic object detection  
HackGAN: Harmonious Cross-Network Mapping Using CycleGAN With Wasserstein-Procrustes Learning for Unsupervised Network Alignment 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 14
作者:  Yang, Linyao;  Wang, Xiao;  Zhang, Jun;  Yang, Jun;  Xu, Yancai;  Hou, Jiachen;  Xin, Kejun;  Wang, Fei-Yue
Adobe PDF(4053Kb)  |  收藏  |  浏览/下载：305/51  |  提交时间：2022/03/17
Task analysis  Optimization  Generative adversarial networks  Computational modeling  Automation  Training  Standards  Embedding  generative adversarial network  network alignment (NA)  optimal transport  unsupervised learning  
SADRL: Merging human experience with machine intelligence via supervised assisted deep reinforcement learning 期刊论文
NEUROCOMPUTING, 2022, 卷号: 467, 页码: 300-309
作者:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Jin, Junchen;  Huang, Yanhao;  Zhang, Jun Jason;  Wang, Fei-Yue
Adobe PDF(1244Kb)  |  收藏  |  浏览/下载：313/70  |  提交时间：2021/12/28
Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Double DQN