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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  
Unsupervised feature selection via unifying distribution alignment and structure preservation 期刊论文
INFORMATION FUSION, 2026, 卷号: 126, 页码: 20
作者:  Cao, Chunxu;  Zhang, Yong;  Ai, Yanke;  Zhang, Qiang
收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
Feature selection  Filter feature selection method  Distributional distances  Gromov-Wasserstein distance  Kernel trick  Extreme gradient boosting  
Improving post-training structured pruning via two-stage reconstruction 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2026, 卷号: 296, 页码: 10
作者:  Li, Chenhao;  Li, Lin;  Zhang, Zhibin;  Qiu, Qiang;  Guo, Jiafeng;  Cheng, Xueqi
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Post-training pruning  Layer reconstruction  Channel pruning  Calibration data  
Major depressive disorder detection via temporal-frequency-spatial transformer with sub-domain knowledge alignment using EEG 期刊论文
NEURAL NETWORKS, 2026, 卷号: 193, 页码: 12
作者:  Xu, Chen-Yang;  Fan, Fei-Yi;  Zhao, Li-Xuan;  Jin, Li-Cheng;  Zhang, Yong-Hui;  Meng, Qing-Hao
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
MDD detection  Sub-domain knowledge alignment (SDKA)  Temporal-frequency-spatial transformer (TFST)  Frequency attention (FA)  
FabricTCA: A two-level conflict avoidance approach to consortium blockchains 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2026, 卷号: 174, 页码: 18
作者:  Wu, Haibo;  Liu, Hui;  Zhang, Lili;  Sun, Yi;  Li, Jianhui
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Consortium blockchain  Transaction conflict  Throughput  Conflict detection  Conflict avoidance  
Sycophancy in vision-language models: A systematic analysis and an inference-time mitigation framework 期刊论文
NEUROCOMPUTING, 2026, 卷号: 659, 页码: 14
作者:  Zhao, Yunpu;  Zhang, Rui;  Xiao, Junbin;  Ke, Changxin;  Hou, Ruibo;  Hao, Yifan;  Li, Ling
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Vision-language models  Contrastive decoding  Model hallucinations  
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  
Region-based weighting-and-enhancement network with adaptive class weighting loss for postoperative inguinal hernia prediction 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2025, 卷号: 162, 页码: 13
作者:  Zhang, Jiawei;  Wu, Lisheng;  Fang, Qiang;  Yu, Weidong;  Hua, Zhengyu;  Zhang, Fengyun;  Yang, Cheng;  Zhang, Xiaoqing
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Postoperative inguinal hernia prediction  Magnetic resonance imaging  Region-based weighting-and-enhancement network  Adaptive class weighting loss  
Achieving fair medical image segmentation in foundation models with adversarial visual prompt tuning 期刊论文
INFORMATION SCIENCES, 2025, 卷号: 720, 页码: 16
作者:  Li, Yuqi;  Li, Yanli;  Zhang, Kai;  Zhang, Fuyan;  Yang, Chuanguang;  Guo, Zhongliang;  Ding, Weiping;  Huang, Tingwen
收藏  |  浏览/下载：7/0  |  提交时间：2025/12/03
Fairness  Image segmentation  Foundation models  Visual prompt tuning  Medicine data analysis  
DCHF_T: A multi-dimensional adaptive compression approach for transformer-based models 期刊论文
NEUROCOMPUTING, 2025, 卷号: 656, 页码: 12
作者:  Yan, Yaoyao;  Wang, Da;  Ye, Jing;  Yu, Hui;  Lu, Dianjie;  Zhang, Yuang;  Xu, Weizhi;  Liu, Fang'ai
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Transformer  Dynamic token compression  Pruning  Multi-dimensional adaptive compression