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ESDB: Expand The Shrinking Decision Boundary via One-to-Many Information Matching for Continual Learning with Small Memory 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2024, 页码: /
作者:  Kunchi Li;  Hongyang Chen;  Jun Wan;  Shan YU
Adobe PDF(7792Kb)  |  收藏  |  浏览/下载：15/1  |  提交时间：2024/06/04
Distribution Unified and Probability Space Aligned Teacher-Student Learning for Imbalanced Visual Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 4, 页码: 2414-2425
作者:  Zhang, Shaoyu;  Chen, Chen;  Xie, Qiong;  Sun, Haigang;  Dong, Fei;  Peng, Silong
收藏  |  浏览/下载：12/0  |  提交时间：2024/05/30
Training  Predictive models  Smoothing methods  Data models  Visualization  Training data  Sun  Class-imbalanced learning  distribution mismatch  probability space mismatch  teacher-student learning  
Explanation Guided Knowledge Distillation for Pre-trained Language Model Compression 期刊论文
ACM Transactions on Asian and Low-Resource Language Information Processing, 2024, 卷号: 23, 期号: 2, 页码: 1-19
作者:  Zhao Yang;  Yuanzhe Zhang;  Dianbo Sui;  Yiming Ju;  Jun Zhao;  Kang Liu
Adobe PDF(1250Kb)  |  收藏  |  浏览/下载：22/7  |  提交时间：2024/05/30
Reward Estimation with Scheduled Knowledge Distillation for Dialogue Policy Learning 期刊论文
Connection Science, 2023, 卷号: 35, 期号: 1, 页码: 2174078
作者:  Qiu JY(邱俊彦);  Haidong Zhang;  Yiping Yang
Adobe PDF(831Kb)  |  收藏  |  浏览/下载：15/4  |  提交时间：2024/05/29
reinforcement learning  dialogue policy learning  curriculum learning  knowledge distillation  
Robotics Dexterous Grasping: The Methods Based on Point Cloud and Deep Learning 期刊论文
Frontiers in Neurorobotics, 2021, 卷号: 15, 页码: 658280
作者:  Duan, Haonan;  Wang, Peng;  Huang, Yayu;  Xu, Guangyun;  Wei, Wei;  Shen, Xiaofei
Adobe PDF(3145Kb)  |  收藏  |  浏览/下载：17/5  |  提交时间：2024/05/29
Robotics  Dexterous grasping  Point Cloud  Deep learning  
CKDF: Cascaded Knowledge Distillation Framework for Robust Incremental Learning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 3825–3837
作者:  Li KC(李焜炽);  Wan J(万军);  Yu S(余山)
Adobe PDF(3813Kb)  |  收藏  |  浏览/下载：30/7  |  提交时间：2024/05/28
基于拓扑一致性对抗互学习的知识蒸馏 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 1, 页码: 102-110
作者:  赖轩;  曲延云;  谢源;  裴玉龙
Adobe PDF(2838Kb)  |  收藏  |  浏览/下载：13/4  |  提交时间：2024/05/09
互学习  生成对抗网络  特征优化  知识蒸馏  
一种同伴知识互增强下的序列推荐方法 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 7, 页码: 1456-1470
作者:  胡开喜;  李琳;  吴小华;  解庆;  袁景凌
Adobe PDF(1990Kb)  |  收藏  |  浏览/下载：34/13  |  提交时间：2024/04/25
序列推荐  动态兴趣  知识蒸馏  刻意训练  
RTDOD: A large-scale RGB-thermal domain-incremental object detection dataset for UAVs 期刊论文
IMAGE AND VISION COMPUTING, 2023, 卷号: 140, 页码: 9
作者:  Feng, Hangtao;  Zhang, Lu;  Zhang, Siqi;  Wang, Dong;  Yang, Xu;  Liu, Zhiyong
Adobe PDF(3013Kb)  |  收藏  |  浏览/下载：91/3  |  提交时间：2024/02/22
Domain -incremental object detection  Dataset  RGB-T dataset  Object detection dataset  UAVs dataset  Object detection  
Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network With Graph Representation Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 14
作者:  Qi, Xingqun;  Sun, Muyi;  Wang, Zijian;  Liu, Jiaming;  Li, Qi;  Zhao, Fang;  Zhang, Shanghang;  Shan, Caifeng
Adobe PDF(6718Kb)  |  收藏  |  浏览/下载：122/39  |  提交时间：2024/02/22
Face photo-sketch synthesis  generative adversarial network  graph representation learning  intraclass and interclass  iterative cycle training (ICT)