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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  
Global Instance Tracking: Locating Target More Like Humans 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 1, 页码: 576-592
Authors:  Hu, Shiyu;  Zhao, Xin;  Huang, Lianghua;  Huang, Kaiqi
Favorite  |  View/Download：28/0  |  Submit date：2023/02/22
Global instance tracking  single object tracking  benchmark dataset  performance evaluation  human tracking ability  
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
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Deep learning  exploration  reinforcement learning  video game  
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
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Offline reinforcement learning  Action embedding  
Temporal-adaptive sparse feature aggregation for video object detection 期刊论文
PATTERN RECOGNITION, 2022, 卷号: 127, 页码: 10
Authors:  He, Fei;  Li, Qiaozhe;  Zhao, Xin;  Huang, Kaiqi
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Video object detection  Temporal-adaptive sparse sampling  Pixel-adaptive aggregation  Object-relational aggregation  
基于不确定度的多智能体信用分配方法 期刊论文
中国科学院大学学报, 2022, 页码: 0
Authors:  杨光开;  陈皓;  张茗奕;  尹奇跃;  黄凯奇
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面向Ad-Hoc协作的局部观测重建方法 期刊论文
中国科学院大学学报, 2022, 页码: 1
Authors:  陈皓;  杨立昆;  尹奇跃;  黄凯奇
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多智能体  深度强化学习  信用分配  Ad-Hoc协作  
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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Learning Disentangled Attribute Representations for Robust Pedestrian Attribute Recognition 会议论文
36th AAAI Conference on Artificial Intelligence (AAAI), Virtual, 2022
Authors:  Jia, Jian;  Gao, Naiyu;  He, Fei;  Chen, Xiaotang;  Huang, Kaiqi
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PanopticDepth: A Unified Framework for Depth-aware Panoptic Segmentation 会议论文
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, 2022
Authors:  Gao, Naiyu;  He, Fei;  Jia, Jian;  Shan, Yanhu;  Zhang, Haoyang;  Zhao, Xin;  Huang, Kaiqi
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