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Rethinking Confidence Calibration for Failure Prediction 会议论文
, Virtual, October 23-27, 2022
作者:  Fei Zhu;  Zhen Cheng;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(10583Kb)  |  收藏  |  浏览/下载：328/213  |  提交时间：2023/09/12
An Efficient Prototype-Based Model for Handwritten Text Recognition with Multi-loss Fusion 会议论文
, 印度, 2022-12-04
作者:  Yu MM(于明明);  Zhang H(张恒);  Yin F(殷飞);  Liu CL(刘成林)
Adobe PDF(667Kb)  |  收藏  |  浏览/下载：128/40  |  提交时间：2023/06/29
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions 会议论文
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, Dublin, Ireland, 2022-05-22 - 2022-05-27
作者:  Lin, Haitao;  Zhu, Junnan;  Xiang, Lu;  Zhou, Yu;  Zhang, Jiajun;  Zong, Chengqing
Adobe PDF(889Kb)  |  收藏  |  浏览/下载：188/75  |  提交时间：2023/06/13
Attention Analysis and Calibration for Transformer in Natural Language Generation 期刊论文
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2022, 页码: 1927-1938
作者:  Yu, Lu;  Jiajun, Zhang;  Jiali, Zeng;  Shuangzhi, Wu;  Chengqing, Zong
Adobe PDF(1978Kb)  |  收藏  |  浏览/下载：174/51  |  提交时间：2023/05/31
神经机器翻译  
Dynamic-horizon model-based value estimation with latent imagination 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 页码: 1-14
作者:  Wang JJ(王俊杰);  Zhang QC(张启超);  Zhao DB(赵冬斌)
Adobe PDF(2305Kb)  |  收藏  |  浏览/下载：200/70  |  提交时间：2023/05/30
Latent world model  model-based value expansion (MVE)  reinforcement learning  reinforcement learning  
Markovian Policy Network for Efficient Robot Learning 期刊
创刊日期: 2022,
主办者:  Zhang FY(张丰一), Yurou Chen, Zhiyong Liu
Adobe PDF(2453Kb)  |  收藏  |  浏览/下载：270/91  |  提交时间：2023/01/12
Efficient robot learning  Structural prior knowledge  Reinforcement learning  Graph neural network  
A Hierarchical LiDAR Odometry via Maximum Likelihood Estimation With Tightly Associated Distributions 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 卷号: 71, 期号: 10, 页码: 10254-10268
作者:  Wang, Chengpeng;  Cao, Zhiqiang;  Li, Jianjie;  Liang, Shuang;  Tan, Min;  Yu, Junzhi
Adobe PDF(4536Kb)  |  收藏  |  浏览/下载：239/15  |  提交时间：2022/12/27
3D LiDAR odometry  fixed-lag smoothing  hierarchical optimization  maximum likelihood estimation  
ASCL: Adversarial supervised contrastive learning for defense against word substitution attacks 期刊论文
NEUROCOMPUTING, 2022, 卷号: 510, 页码: 59-68
作者:  Shi, Jiahui;  Li, Linjing;  Zeng, Daniel
Adobe PDF(1054Kb)  |  收藏  |  浏览/下载：282/35  |  提交时间：2022/11/14
Adversarial example  Adversarial training  Model robustness  Contrastive learning  Natural language processing  
Holographic Feature Learning of Egocentric-Exocentric Videos for Multi-Domain Action Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 2273-2286
作者:  Huang, Yi;  Yang, Xiaoshan;  Gao, Junyun;  Xu, Changsheng
Adobe PDF(2409Kb)  |  收藏  |  浏览/下载：392/78  |  提交时间：2022/07/25
Videos  Feature extraction  Visualization  Task analysis  Computational modeling  Target recognition  Prototypes  Egocentric videos  exocentric videos  holographic feature  multi-domain  action recognition  
Consistent Sub-Decision Network for Low-Quality Masked Face Recognition 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2022, 卷号: 29, 页码: 1147-1151
作者:  Zhao, Weisong;  Zhu, Xiangyu;  Shi, Haichao;  Zhang, Xiao-Yu;  Lei, Zhen
收藏  |  浏览/下载：218/0  |  提交时间：2022/07/25
Face recognition  Faces  Feature extraction  Facial features  Training  Knowledge engineering  Drives  COVID-19  masked face recognition  low-quality