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Multi-Modal Deep Representation Learning Accurately Identifies and Interprets Drug-Target Interactions 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 7, 页码: 5350-5360
作者:  Hu, Jiayue;  Liu, Yuhang;  Zeng, Xiangxiang;  Zou, Quan;  Su, Ran;  Wei, Leyi
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Proteins  Drugs  Three-dimensional displays  Training  Feature extraction  Data models  Data mining  Bioinformatics  Deep learning  Contrastive learning  Drug-target interaction  multi-modal learning  molecular representation  
PhysCL: Knowledge-Aware Contrastive Learning of Physiological Signal Models for Cuff-Less Blood Pressure Estimation 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 7, 页码: 4728-4740
作者:  Liu, Renju;  Shen, Jianfei;  Gu, Yang;  Chen, Yiqiang;  Zhang, Jiling;  Wu, Qingyu;  Xu, Chenyang;  Fan, Feiyi
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Blood pressure  Physiology  Contrastive learning  Data augmentation  Semantics  Feature extraction  Estimation  Time series analysis  Training  Data models  Blood pressure estimation  physiological signal processing  representation learning  self-supervised learning  
FedCRAC: Improving Federated Classification Performance on Long-Tailed Data via Classifier Representation Adjustment and Calibration 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 1, 页码: 482-499
作者:  Li, Xujing;  Sun, Sheng;  Liu, Min;  Ren, Ju;  Jiang, Xuefeng;  He, Tianliu
收藏  |  浏览/下载：17/0  |  提交时间：2025/06/25
Tail  Data models  Training  Computational modeling  Servers  Accuracy  Feature extraction  Data heterogeneity  federated learning  long-tailed data  representation alignment  
LECLIP: Boosting Zero-Shot Anomaly Detection With Local Enhanced CLIP 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 卷号: 74, 页码: 11
作者:  Liu, Yuyao;  Li, Qingyong;  Wang, Zhehong;  Kato, Jien;  Zhang, Jie;  Wang, Wen
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Visualization  Anomaly detection  Training  Accuracy  Image representation  Feature extraction  Biomedical imaging  Semantics  Attention mechanisms  Artificial intelligence  Echo-attention (EA)  local alignment (LA) module  local enhanced CLIP (LECLIP)  zero-shot anomaly detection (ZSAD)  
Dual-Domain Teacher for Unsupervised Domain Adaptation Detection 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 4217-4226
作者:  Wang, Fei;  Zhao, Luhui;  Hong, Shijie;  Wang, Zhe;  Liu, Chen;  Gao, Changxin;  Li, Jinsheng;  Li, Xin;  Luo, Dapeng
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Adaptation models  Training  Reliability  Object detection  Detectors  Annotations  Translation  Predictive models  Feature extraction  Representation learning  Domain adaptation  dual-domain teacher  object detection  pseudo-labels  
Multitask-Based Self-Supervised Learning for Recommendation in Social Systems 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 12
作者:  Xu, Wenjian;  Zeng, Fanxiang;  Zhang, Nan;  Gao, Honghao;  Yin, Yuyu;  Chen, Zulong;  Huang, Maolei;  Wan, Jian
收藏  |  浏览/下载：38/0  |  提交时间：2025/06/25
Data models  Predictive models  Heavily-tailed distribution  Feature extraction  Representation learning  Recommender systems  Electronic mail  Computational modeling  Poles and towers  Data mining  Click-through rate (CTR) prediction  large-scale knowledge discovery  multitask learning  representation learning  user behavior modeling  
Toward Generalized Multistage Clustering: Multiview Self-Distillation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 14
作者:  Wang, Jiatai;  Xu, Zhiwei;  Wang, Xin;  Li, Tao
收藏  |  浏览/下载：58/0  |  提交时间：2025/06/25
Semantics  Feature extraction  Contrastive learning  Mutual information  Clustering methods  Representation learning  Computational modeling  Training  Knowledge engineering  Predictive models  Hierarchical contrastive learning  multistage clustering  multiview self-distillation  mutual information between views  
Event Graph Guided Compositional Spatial--Temporal Reasoning for Video Question Answering 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 1109-1121
作者:  Bai, Ziyi;  Wang, Ruiping;  Gao, Difei;  Chen, Xilin
收藏  |  浏览/下载：49/0  |  提交时间：2024/05/20
Visualization  Cognition  Transformers  Semantics  Feature extraction  Context modeling  Task analysis  VideoQA  video representation  transformer  spatial-temporal reasoning  compositional reasoning  
Mining Both Commonality and Specificity From Multiple Documents for Multi-Document Summarization 期刊论文
IEEE ACCESS, 2024, 卷号: 12, 页码: 54371-54381
作者:  Ma, Bing
收藏  |  浏览/下载：42/0  |  提交时间：2024/05/20
Vectors  Task analysis  Feature extraction  Natural languages  Clustering algorithms  Symmetric matrices  Standards  Class tree  commonality and specificity  hierarchical clustering of documents  multi-document summarization  pre-trained embedding representation  
SODAR: Exploring Locally Aggregated Learning of Mask Representations for Instance Segmentation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 839-851
作者:  Wang, Tao;  Liew, Jun Hao;  Li, Yu;  Chen, Yunpeng;  Feng, Jiashi
收藏  |  浏览/下载：52/0  |  提交时间：2022/12/07
Computer architecture  Microprocessors  Image segmentation  Convolution  Predictive models  Shape  Computational modeling  Instance segmentation  object detection  one-stage  feature aggregation  mask representation