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A Multi-modal Global Instance Tracking Benchmark (MGIT): Better Locating Target in Complex Spatio-temporal and causal Relationship 会议论文
, New Orleans, 2023-12
Authors:  Shiyu, Hu;  Dailing, Zhang;  Meiqi, Wu;  Xiaokun, Feng;  Xuchen, Li;  Xin, Zhao;  Kaiqi, Huang
Adobe PDF(6215Kb)  |  Favorite  |  View/Download:24/3  |  Submit date:2024/01/22
单目标跟踪中的视觉智能评估技术综述 期刊论文
中国图象图形学报, 2023, 页码: 1-30
Authors:  胡世宇;  赵鑫;  黄凯奇
Adobe PDF(10669Kb)  |  Favorite  |  View/Download:28/4  |  Submit date:2024/01/22
智能评估技术  竞赛和数据集  视觉跟踪能力  单目标跟踪  目标跟踪算法  
SOTVerse: A User-Defined Task Space of Single Object Tracking 期刊论文
International Journal of Computer Vision, 2023, 页码: 1-59
Authors:  Shiyu, Hu;  Xin, Zhao;  Kaiqi Huang
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Single object tracking  Experimental environment  Evaluation system  Performance analysis  
Exploration via Joint Policy Diversity for Sparse-Reward Multi-Agent Tasks 会议论文
, Macao, China, 2023-8
Authors:  Pei Xu;  Junge Zhang;  Kaiqi Huang
Adobe PDF(1369Kb)  |  Favorite  |  View/Download:165/51  |  Submit date:2023/06/19
DiffGAR: Model-Agnostic Restoration from Generative Artifacts Using Image-to-Image Diffusion Models 会议论文
, Beijing, China, 2022-12
Authors:  Yin Yueqin;  Huang Lianghua;  Liu Yu;  Huang Kaiqi
Adobe PDF(3116Kb)  |  Favorite  |  View/Download:79/17  |  Submit date:2023/06/26
datasets  generative modeling  image generation  image restoration  
Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks 会议论文
, Washington DC, USA, 2023-2-7
Authors:  Pei Xu;  Junge Zhang;  Qiyue Yin;  Chao Yu;  Yaodong Yang;  Kaiqi Huang
Adobe PDF(2037Kb)  |  Favorite  |  View/Download:121/42  |  Submit date:2023/06/19
deep reinforcement learning  sparse reward  exploration  multi-agent  
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
Adobe PDF(15055Kb)  |  Favorite  |  View/Download:169/52  |  Submit date:2023/02/22
Global instance tracking  single object tracking  benchmark dataset  performance evaluation  human tracking ability  
一种博弈对抗数据的处理方法及装置、 设备及存储介质 专利
专利类型: 发明专利, 专利号: CN202310229903.6, 申请日期: 2023-01-01,
Inventors:  倪晚成;  徐佳乐;  黄凯奇;  王士贤;  张书晨;  陈杰
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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
Adobe PDF(1480Kb)  |  Favorite  |  View/Download:189/51  |  Submit date:2023/02/22
Deep learning  exploration  reinforcement learning  video game