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Improving metric-based few-shot learning with dynamically scaled softmax loss 期刊论文
IMAGE AND VISION COMPUTING, 2023, 卷号: 140, 页码: 15
作者:  Zhang, Yu;  Zuo, Xin;  Zheng, Xuxu;  Gao, Xiaoyong;  Wang, Bo;  Hu, Weiming
收藏  |  浏览/下载:7/0  |  提交时间:2024/05/20
Few-shot learning  Metric-based learning framework  Softmax loss improvement  
Reference-Based Deep Line Art Video Colorization 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2023, 卷号: 29, 期号: 6, 页码: 2965-2979
作者:  Shi, Min;  Zhang, Jia-Qi;  Chen, Shu-Yu;  Gao, Lin;  Lai, Yu-Kun;  Zhang, Fang-Lue
收藏  |  浏览/下载:18/0  |  提交时间:2023/12/04
Image color analysis  Art  Animation  Feature extraction  Three-dimensional displays  Transforms  Color  Line art colorization  color transform  temporal coherence  few shot learning  
Composite Object Relation Modeling for Few-Shot Scene Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 5678-5691
作者:  Song, Xinhang;  Liu, Chenlong;  Zeng, Haitao;  Zhu, Yaohui;  Chen, Gongwei;  Qin, Xiaorong;  Jiang, Shuqiang
收藏  |  浏览/下载:13/0  |  提交时间:2023/12/04
Scene recognition  few-shot learning  graph modeling  generalization ability  
Dataset Bias in Few-Shot Image Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 1, 页码: 229-246
作者:  Jiang, Shuqiang;  Zhu, Yaohui;  Liu, Chenlong;  Song, Xinhang;  Li, Xiangyang;  Min, Weiqing
收藏  |  浏览/下载:18/0  |  提交时间:2023/07/12
Dataset bias  few-shot image recognition  knowledge transfer  meta-learning