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Knowledge Commons of Institute of Automation,CAS
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智能感知与计算 [196]
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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
Adobe PDF(7599Kb)
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View/Download:34/6
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Submit date:2023/03/02
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
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View/Download:28/0
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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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View/Download:22/0
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Submit date:2023/02/22
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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View/Download:41/0
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Submit date:2022/11/14
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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View/Download:101/0
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Submit date:2022/06/10
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
Adobe PDF(1076Kb)
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Submit date:2022/07/12
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
Adobe PDF(1491Kb)
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Submit date:2022/06/16
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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Submit date:2022/07/12
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
Adobe PDF(1286Kb)
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View/Download:102/10
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Submit date:2022/06/16
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
Adobe PDF(4698Kb)
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Submit date:2022/06/16