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CASIA OpenIR

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MGML: Momentum Group Meta-Learning for Few-Shot Image Classification 期刊论文
Neurocomputing, 2022, 页码: 351-361
作者:  Zhu XM(朱晓萌);  Li SX(李书晓)
Adobe PDF(1801Kb)  |  收藏  |  浏览/下载：38/8  |  提交时间：2024/07/30
Few-shot learning  Meta-learning  Ensemble model  Adaptive momentum update rule  
Safe Motion Planning for Autonomous Vehicles by Quantifying Uncertainties of Deep Learning-Enabled Environment Perception 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 2318-2332
作者:  Li, Dachuan;  Liu, Bowen;  Huang, Zijian;  Hao, Qi;  Zhao, Dezong;  Tian, Bin
收藏  |  浏览/下载：15/0  |  提交时间：2024/07/22
Uncertainty  Planning  Three-dimensional displays  Decision making  Detectors  Trajectory  Probabilistic logic  Autonomous driving  motion planning  object detection  Bayesian deep learning  uncertainty quantification  
Recent advances in reinforcement learning-based autonomous driving behavior planning: A survey 期刊论文
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2024, 卷号: 164, 页码: 28
作者:  Wu, Jingda;  Huang, Chao;  Huang, Hailong;  Lv, Chen;  Wang, Yuntong;  Wang, Fei-Yue
收藏  |  浏览/下载：6/0  |  提交时间：2024/07/22
Autonomous driving  Reinforcement learning  Behavior planning  Decision  Autonomous vehicle  
Snippet-to-Prototype Contrastive Consensus Network for Weakly Supervised Temporal Action Localization 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 6717-6729
作者:  Shao, Yuxiang;  Zhang, Feifei;  Xu, Changsheng
收藏  |  浏览/下载：10/0  |  提交时间：2024/07/22
Contrastive learning  knowledge distillation  weakly-supervised temporal action localization  
Learning Top-K Subtask Planning Tree Based on Discriminative Representation Pretraining for Decision-making 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 782-800
作者:  Jingqing Ruan;   Kaishen Wang;   Qingyang Zhang;   Dengpeng Xing;   Bo Xu
Adobe PDF(4577Kb)  |  收藏  |  浏览/下载：27/12  |  提交时间：2024/07/18
Reinforcement learning  representation learning  subtask planning  task decomposition  pretraining.  
ReChoreoNet: Repertoire-based Dance Re-choreography with Music-conditioned Temporal and Style Clues 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 771-781
作者:  Ho Yin Au;  Jie Chen;  Junkun Jiang;  Yike Guo
Adobe PDF(2161Kb)  |  收藏  |  浏览/下载：23/7  |  提交时间：2024/07/18
Generative model  cross-modality learning  normalizing flow  tempo synchronization  style transfer  
Toward Human-centered XAI in Practice: A survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 740-770
作者:  Xiangwei Kong;  Shujie Liu;  Luhao Zhu
Adobe PDF(1550Kb)  |  收藏  |  浏览/下载：25/4  |  提交时间：2024/07/18
Artificial intelligence (AI) application  explainable AI (XAI)  human-centered design  visual computing  medical diagnosis  
TextFormer: A Query-based End-to-end Text Spotter with Mixed Supervision 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 704-717
作者:  Yukun Zhai;   Xiaoqiang Zhang;   Xiameng Qin;   Sanyuan Zhao;  Xingping Dong;   Jianbing Shen
Adobe PDF(2312Kb)  |  收藏  |  浏览/下载：26/8  |  提交时间：2024/07/18
End-to-end text spotting  arbitrarily-shaped texts  transformer  mixed supervision  multitask modeling  
Towards Domain-agnostic Depth Completion 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 652-669
作者:  Guangkai Xu;   Wei Yin;   Jianming Zhang;   Oliver Wang;  Simon Niklaus;   Simon Chen;   Jia-Wang Bian
Adobe PDF(17196Kb)  |  收藏  |  浏览/下载：19/5  |  提交时间：2024/07/18
Monocular depth estimation  depth completion  zero-shot generalization  scene reconstruction  neural network  
Multi-Level Pixel-Wise Correspondence Learning for 6DoF Face Pose Estimation 期刊论文
IEEE Transactions on Multimedia, 2024, 页码: IEEE Xplore
作者:  Xu M(徐淼);  Xiangyu Zhu;  Yueying Kao;  Zhiwen Chen;  Jiangjing Lyu;  Zhen Lei
Adobe PDF(7908Kb)  |  收藏  |  浏览/下载：49/7  |  提交时间：2024/07/16