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Contrastive Correlation Preserving Replay for Online Continual Learning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 1, 页码: 124-139
作者:  Yu, Da;  Zhang, Mingyi;  Li, Mantian;  Zha, Fusheng;  Zhang, Junge;  Sun, Lining;  Huang, Kaiqi
收藏  |  浏览/下载：13/0  |  提交时间：2024/03/26
Task analysis  Correlation  Knowledge transfer  Training  Memory management  Data models  Mutual information  Continual learning  catastrophic forgetting  class-incremental learning  experience replay  
SOTVerse: A User-Defined Task Space of Single Object Tracking 期刊论文
International Journal of Computer Vision, 2023, 页码: 1-59
作者:  Shiyu, Hu;  Xin, Zhao;  Kaiqi Huang
Adobe PDF(53048Kb)  |  收藏  |  浏览/下载：42/4  |  提交时间：2024/01/22
Single object tracking  Experimental environment  Evaluation system  Performance analysis  
Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks 会议论文
, Washington DC, USA, 2023-2-7
作者:  Pei Xu;  Junge Zhang;  Qiyue Yin;  Chao Yu;  Yaodong Yang;  Kaiqi Huang
Adobe PDF(2037Kb)  |  收藏  |  浏览/下载：196/61  |  提交时间：2023/06/19
deep reinforcement learning  sparse reward  exploration  multi-agent  
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
作者:  Hu, Shiyu;  Zhao, Xin;  Huang, Lianghua;  Huang, Kaiqi
Adobe PDF(15055Kb)  |  收藏  |  浏览/下载：217/54  |  提交时间：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
作者:  Xu, Pei;  Yin, Qiyue;  Zhang, Junge;  Huang, Kaiqi
Adobe PDF(1480Kb)  |  收藏  |  浏览/下载：295/72  |  提交时间：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
作者:  Lou, Xingzhou;  Yin, Qiyue;  Zhang, Junge;  Yu, Chao;  He, Zhaofeng;  Cheng, Nengjie;  Huang, Kaiqi
收藏  |  浏览/下载：161/0  |  提交时间：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: 108587
作者:  He, Fei;  Li, Qiaozhe;  Zhao, Xin;  Huang, Kaiqi
Adobe PDF(1549Kb)  |  收藏  |  浏览/下载：295/38  |  提交时间：2022/06/10
Video object detection  Temporal-adaptive sparse sampling  Pixel-adaptive aggregation  Object-relational aggregation  
QueryProp: Object Query Propagation for High-Performance Video Object Detection 会议论文
36th AAAI Conference on Artificial Intelligence (AAAI), Virtual, 2022
作者:  He, Fei;  Gao, Naiyu;  Jia, Jian;  Zhao, Xin;  Huang, Kaiqi
Adobe PDF(1646Kb)  |  收藏  |  浏览/下载：159/24  |  提交时间：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
作者:  Gao, Naiyu;  He, Fei;  Jia, Jian;  Shan, Yanhu;  Zhang, Haoyang;  Zhao, Xin;  Huang, Kaiqi
Adobe PDF(4698Kb)  |  收藏  |  浏览/下载：216/40  |  提交时间：2022/06/16
Learning Disentangled Attribute Representations for Robust Pedestrian Attribute Recognition 会议论文
36th AAAI Conference on Artificial Intelligence (AAAI), Virtual, 2022
作者:  Jia, Jian;  Gao, Naiyu;  He, Fei;  Chen, Xiaotang;  Huang, Kaiqi
Adobe PDF(1286Kb)  |  收藏  |  浏览/下载：225/45  |  提交时间：2022/06/16