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Token pyramid pooling-driven style adapter learning with dual-view balanced loss for imbalanced diabetic retinopathy grading 期刊论文
PATTERN RECOGNITION, 2026, 卷号: 171, 页码: 13
作者:  Zhao, Jilu;  Zhang, Xiaoqing;  Zhang, Jiawei;  Sun, Hanxi;  Nie, Qiushi;  Xiao, Zunjie;  Xiao, Linxia;  Zhang, Fengyun;  Hu, Yan;  Liu, Jiang
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Imbalanced DR grading  Adapter learning  Pre-trained vision foundation models  Dual-view balanced loss  Trustworthniess  Transferability  
DeFT: Relaxing data dependencies for efficient communication scheduling in distributed training 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2026, 卷号: 175, 页码: 15
作者:  Meng, Lin;  Sun, Yuzhong;  Zhu, Jie
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Distributed deep learning  Communication scheduling  Data parallelism  
GSM: Global Semantic Memory 期刊论文
PATTERN RECOGNITION, 2026, 卷号: 169, 页码: 16
作者:  Li, Jiahao;  Chen, Yiqiang;  Xing, Yunbing;  Gu, Yang;  Lan, Xiangyuan
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Anomaly detection  Unsupervised learning  Memory  
Identifying patterns of high intraoperative blood pressure variability in noncardiac surgery using explainable machine learning: a retrospective cohort study 期刊论文
ANNALS OF MEDICINE, 2025, 卷号: 57, 期号: 1, 页码: 12
作者:  Zhang, Zheng;  Wu, Jian;  Duan, Yi;  Liu, Linwei;  Liu, Yaru;  Wang, Jinghan;  Xiao, Li;  Gao, Zhifeng
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Machine learning  blood pressure variability  Anesthesia management  
Leveraging face-prior knowledge for general face representation learning 期刊论文
PATTERN RECOGNITION, 2025, 卷号: 168, 页码: 8
作者:  Sun, Haomiao;  He, Mingjie;  Shan, Shiguang;  Han, Hu
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Face analysis  General face representation learning  Multi-level face-prior knowledge  Auxiliary tasks  
PIC: Domain generalization by path information constraint 期刊论文
PATTERN RECOGNITION, 2025, 卷号: 168, 页码: 12
作者:  Zhu, Jilong;  Zhuo, Junbao;  Wang, Shuhui
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Domain generalization  Transfer learning  Path information constraint  Adversarial manifold learning  
Self-supervised Learning for Electroencephalogram: A Systematic Survey 期刊论文
ACM COMPUTING SURVEYS, 2025, 卷号: 57, 期号: 12, 页码: 38
作者:  Weng, Weining;  Gu, Yang;  Guo, Shuai;  Ma, Yuan;  Yang, Zhaohua;  Liu, Yuchen;  Chen, Yiqiang
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Self-supervised learning  electroencephalogram  contrastive learning  representation learning  
FreeMask3D: Zero-Shot Point Cloud Instance Segmentation Without 3D Training 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2025, 卷号: 10, 期号: 12, 页码: 12301-12308
作者:  Zhou, Mingquan;  Wu, Xiaodong;  He, Chen;  Wang, Ruiping;  Chen, Xilin
收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
Three-dimensional displays  Instance segmentation  Point cloud compression  Semantics  Training  Solid modeling  Annotations  Visualization  Cameras  Adaptation models  Object detection  segmentation and categorization  deep learning for visual perception  embodied cognitive science  
Channel grouping vision transformer for lightweight fruit and vegetable recognition 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 292, 页码: 11
作者:  Liu, Chengxu;  Min, Weiqing;  Song, Jingru;  Ang, Yancun Y.;  Sheng, Guorui;  Yao, Tao;  Wang, Lili;  Jiang, Shuqiang
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Fruit recognition  Vegetable recognition  Lightweight  Deep learning  Computer vision  
Low-redundancy distillation for continual learning 期刊论文
PATTERN RECOGNITION, 2025, 卷号: 167, 页码: 12
作者:  Liu, Ruiqi;  Diao, Boyu;  Huang, Libo;  An, Zijia;  Liu, Hangda;  An, Zhulin;  Xu, Yongjun
收藏  |  浏览/下载：10/0  |  提交时间：2025/12/03
Continual learning  Lifelong learning  Catastrophic forgetting  Knowledge distillation  Experience replay