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D2Net: Deep Denoising Network in Frequency Domain for Hyperspectral Image 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 813-815
Authors:  Erting Pan;  Yong Ma;  Xiaoguang Mei;  Jun Huang;  Fan Fan;  Jiayi Ma
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Squeezing More Past Knowledge for Online Class-Incremental Continual Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 722-736
Authors:  Da Yu;  Mingyi Zhang;  Mantian Li;  Fusheng Zha;  Junge Zhang;  Lining Sun;  Kaiqi Huang
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Catastrophic forgetting  class-incremental learning  continual learning (CL)  experience replay  
Deep Reinforcement Learning With Part-Aware Exploration Bonus in Video Games 期刊论文
IEEE TRANSACTIONS ON GAMES, 2022, 卷号: 14, 期号: 4, 页码: 644-653
Authors:  Xu, Pei;  Yin, Qiyue;  Zhang, Junge;  Huang, Kaiqi
Favorite  |  View/Download：22/0  |  Submit date：2023/02/22
Deep learning  exploration  reinforcement learning  video game  
High-throughput characterization methods for Ni-based superalloys and phase prediction via deep learning 期刊论文
JOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T, 2022, 卷号: 21, 页码: 1984-1997
Authors:  Qin, Zijun;  Li, Weifu;  Wang, Zi;  Pan, Junlong;  Wang, Zexin;  Li, Zihang;  Wang, Guowei;  Pan, Jun;  Liu, Feng;  Huang, Lan;  Tan, Liming;  Zhang, Lina;  Han, Hua;  Chen, Hong;  Jiang, Liang
Favorite  |  View/Download：41/0  |  Submit date：2022/12/27
Superalloy  Diffusion-multiple  Deep learning  High-throughput  Powder metallurgy  
Offline reinforcement learning with representations for actions 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 610, 页码: 746-758
Authors:  Lou, Xingzhou;  Yin, Qiyue;  Zhang, Junge;  Yu, Chao;  He, Zhaofeng;  Cheng, Nengjie;  Huang, Kaiqi
Favorite  |  View/Download：41/0  |  Submit date：2022/11/14
Offline reinforcement learning  Action embedding  
Radiomics-Based Preoperative Prediction of Lymph Node Metastasis in Intrahepatic Cholangiocarcinoma Using Contrast-Enhanced Computed Tomography 期刊论文
ANNALS OF SURGICAL ONCOLOGY, 2022, 页码: 14
Authors:  Zhang, Shuaitong;  Huang, Shengyu;  He, Wei;  Wei, Jingwei;  Huo, Lei;  Jia, Ningyang;  Lin, Jianbo;  Tang, Zhenchao;  Yuan, Yunfei;  Tian, Jie;  Shen, Feng;  Li, Jun
Favorite  |  View/Download：81/0  |  Submit date：2022/07/25
Adaptively Weighted k-Tuple Metric Network for Kinship Verification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 14
Authors:  Huang, Sheng;  Lin, Jingkai;  Huangfu, Luwen;  Xing, Yun;  Hu, Junlin;  Zeng, Daniel Dajun
Favorite  |  View/Download：77/0  |  Submit date：2022/06/10
Measurement  Feature extraction  Task analysis  Faces  Deep learning  Convolutional neural networks  Genetics  Deep learning  kinship verification  metric learning  relation network (RN)  triplet loss  
Structural and functional biomarkers of the insula subregions predict sex differences in aggression subscales 期刊论文
HUMAN BRAIN MAPPING, 2022, 页码: 13
Authors:  Long, Haixia;  Fan, Ming;  Li, Qiaojun;  Yang, Xuhua;  Huang, Yujiao;  Xu, Xinli;  Ma, Ji;  Xiao, Jie;  Jiang, Tianzi
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aggression subscales  functional connectivity  gray matter volume  insula subregions  mediation analysis  sex  
Multi-Agent Uncertainty Sharing for Cooperative Multi-Agent Reinforcement Learning 会议论文
, 意大利, 2022-07
Authors:  Yang GK(杨光开);  Chenhao(陈皓);  Junge Zhang(张俊格);  Qiyue Yin(尹奇跃);  Kaiqi Huang(黄凯奇)
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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
Authors:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Jin, Junchen;  Huang, Yanhao;  Zhang, Jun Jason;  Wang, Fei-Yue
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Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Double DQN