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Cross-Domain Few-Shot 3D Point Cloud Semantic Segmentation 期刊论文
PATTERN RECOGNITION LETTERS, 2025, 卷号: 197, 页码: 51-57
作者:  Xiao, Jiwei;  Wang, Ruiping;  He, Chen;  Chen, Xilin
收藏  |  浏览/下载：2/0  |  提交时间：2025/12/03
3D semantic segmentation  Cross Domain Adaptation  Few-shot learning  
Solutions and challenges in AI-based pest and disease recognition 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2025, 卷号: 238, 页码: 22
作者:  Liu, Xinda;  Zhang, Qinyu;  Min, Weiqing;  Geng, Guohua;  Jiang, Shuqiang
收藏  |  浏览/下载：0/0  |  提交时间：2025/12/03
Agricultural practices  Crop diseases and pets  Deep learning  Few-shot learning  Network architectures  Lightweight models  Hardware  
IGU-Aug: Information-Guided Unsupervised Augmentation and Pixel-Wise Contrastive Learning for Medical Image Analysis 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 154-164
作者:  Quan, Quan;  Yao, Qingsong;  Zhu, Heqin;  Zhou, S. Kevin
收藏  |  浏览/下载：36/0  |  提交时间：2025/06/25
Contrastive learning  Task analysis  Data augmentation  Semantics  Training  Feature extraction  Image segmentation  data augmentation  few-shot learning  landmark detection  segmentation  
Dual-Alignment CLIP: Task-Specific Alignment of Text and Visual Features for Few-Shot Remote Sensing Scene Classification 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2025, 卷号: 18, 页码: 19260-19272
作者:  Deng, Dongmei;  Yao, Ping
收藏  |  浏览/下载：1/0  |  提交时间：2025/12/03
Remote sensing  Scene classification  Visualization  Training  Manuals  Few shot learning  Feature extraction  Adaptation models  Training data  Streaming media  Contrastive vision-language pretraining (CLIP)  few-shot learning (FSL)  image classification  remote sensing  
A Semantic-Consistent Few-Shot Modulation Recognition Framework for IoT Applications 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 12
作者:  Su, Jie;  Sun, Peng;  Jiang, Yuting;  Wen, Zhenyu;  Guo, Fangda;  Wu, Yiming;  Hong, Zhen;  Duan, Haoran;  Huang, Yawen;  Ranjan, Rajiv;  Zheng, Yefeng
收藏  |  浏览/下载：27/0  |  提交时间：2024/12/06
Deep learning  few-shot learning (FSL)  Internet of Things (IoT)  signal processing  
Which images to label for few-shot medical image analysis? 期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 96, 页码: 12
作者:  Quan, Quan;  Yao, Qingsong;  Zhu, Heqin;  Wang, Qiyuan;  Zhou, S. Kevin
收藏  |  浏览/下载：30/0  |  提交时间：2024/12/06
Few-shot  Contrastive learning  Augmentation  
Hierarchical compositional representations for few-shot action recognition 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2024, 卷号: 240, 页码: 11
作者:  Li, Changzhen;  Zhang, Jie;  Wu, Shuzhe;  Jin, Xin;  Shan, Shiguang
收藏  |  浏览/下载：46/0  |  提交时间：2024/05/20
Action recognition  Few-shot learning  Hierarchical compositional representations  Body parts  EMD distance  
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：42/0  |  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：48/0  |  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：38/0  |  提交时间：2023/12/04
Scene recognition  few-shot learning  graph modeling  generalization ability