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中国科学院计算技术研究所机构知识库
Institute of Computing Technology, Chinese Academy IR
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浏览/检索结果:
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MIRE: A medical information enhanced framework for long-tail medical dialogue synthesis
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2026, 卷号: 305, 页码: 15
作者:
Lv, Bo
;
Tang, Chen
;
Liu, Nayu
;
Yu, Guoxin
;
Liu, Xin
;
Zhang, Riyan
;
Yu, Yue
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  |  
浏览/下载:1/0
  |  
提交时间:2026/05/25
Long-tail medical dialogue synthetic
Large language models (LLMs)
Synthetic data generation
External medical knowledge
Style transfer
AFFS: Adaptive Fast Frequency Selection Algorithm for Deep Learning Feature Extraction
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2026, 卷号: 38, 期号: 2, 页码: 842-856
作者:
Li, Xiaocan
;
Xie, Kun
;
He, Zilong
;
Wen, Jigang
;
Cao, Jiannong
;
Zhang, Guangxing
;
Xie, Gaogang
;
Liang, Wei
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  |  
浏览/下载:1/0
  |  
提交时间:2026/05/25
Feature extraction
Discrete cosine transforms
Adaptation models
Training
Data models
Computational modeling
Time-frequency analysis
Deep learning
Logic gates
Image classification
Discrete cosine transform
feature extraction
frequency components selection
frequency domain
A Unified Perspective for Loss-Oriented Imbalanced Learning via Localization
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2026, 卷号: 48, 期号: 1, 页码: 639-656
作者:
Wang, Zitai
;
Xu, Qianqian
;
Yang, Zhiyong
;
Xu, Zhikang
;
Zhang, Linchao
;
Cao, Xiaochun
;
Huang, Qingming
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浏览/下载:0/0
  |  
提交时间:2026/05/25
Calibration
Training
Safety
Predictive models
Data mining
Computers
Additives
Smoothing methods
Risk minimization
Protocols
Imbalanced learning
re-weighting
logit adjustment
fisher consistency
generalization analysis
Pathway-Aware Multimodal Transformer (PAMT): Integrating Pathological Image and Gene Expression for Interpretable Cancer Survival Analysis
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2026, 卷号: 48, 期号: 1, 页码: 896-913
作者:
Yan, Rui
;
Zhang, Xueyuan
;
Jiang, Zihang
;
Wang, Baizhi
;
Bian, Xiuwu
;
Ren, Fei
;
Zhou, S. Kevin
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/05/25
Pathology
Cancer
Transformers
Feature extraction
Data models
Biological system modeling
Analytical models
Deep learning
Semantics
Multimodal transformer
model interpretability
survival analysis
pathological image analysis
gene expression
gene expression
CGA: Accelerating BFS Through an Sparsity-Aware Adaptive Framework on Heterogeneous Platforms
期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2026, 卷号: 37, 期号: 1, 页码: 45-59
作者:
Xu, Lei
;
Jia, Haipeng
;
Zhang, Yunquan
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浏览/下载:0/0
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提交时间:2026/05/25
Graphics processing units
Kernel
Vectors
Sparse matrices
Optimization
Machine learning algorithms
Throughput
Adaptation models
Multicore processing
Data transfer
Sparse matrix-sparse vector multiplication (SpMSpV)
sparse matrix-dense vector multiplication (SpMV)
multi-core CPU
GPU
adaptive performance optimization
machine learning
SEPP-FLBC: A Secure and Efficient Privacy Protection Scheme Using Federate Learning and Blockchain for Edge-End-Cloud Devices
期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2026, 卷号: 19, 期号: 1, 页码: 657-670
作者:
Feng, Libo
;
Guo, Junwei
;
Fang, Fake
;
He, Zhenli
;
Yu, Yimin
;
Yao, Shaowen
;
Peng, Xiaohui
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/05/25
Training
Federated learning
Privacy
Computational modeling
Differential privacy
Data models
Convergence
Protection
Consensus protocol
Servers
Blockchain
edge-end-cloud devices
federated learning
committee consensus
differential privacy
CACRE: A Weakly Supervised Method for Cross-Attention Contrastive Relation Extraction With Large Language Models
期刊论文
IEEE ACCESS, 2026, 卷号: 14, 页码: 18718-18729
作者:
Hu, Zhikui
;
Zi, Kangli
;
Luo, Tianyu
;
Huang, Yuwei
;
Wang, Shi
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/05/25
Semantics
Contrastive learning
Feature extraction
Weak supervision
Vectors
Training
Large language models
Data mining
Tensors
Reliability
Relation extraction
weak supervision
contrastive learning
LLMs
DEFT: Data-Efficient Fine-Tuning Through Multi-Dimensional Data Selection
期刊论文
IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2026, 卷号: 34, 页码: 352-363
作者:
Dai, Shaojie
;
Liu, Xin
;
Yu, Yue
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  |  
浏览/下载:0/0
  |  
提交时间:2026/05/25
Data models
Complexity theory
Training data
Training
Speech processing
Semantics
Adaptation models
Tuning
Measurement
Large language models
Data-efficient fine-tuning
large language models (LLMs)
instruction fine-tuning
data selection
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:32/0
  |  
提交时间:2025/12/03
Fairness
Image segmentation
Foundation models
Visual prompt tuning
Medicine data analysis
Aligning Logits Generatively for Principled Black-Box Knowledge Distillation in the Wild
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 12, 页码: 11929-11945
作者:
Xiang, Xiang
;
Ma, Jing
;
Wu, Dongrui
;
Zeng, Zhigang
;
Chen, Xilin
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2026/05/25
Data models
Adaptation models
Cloud computing
Training
Predictive models
Image edge detection
Generators
Computational modeling
Servers
Model compression
Cloud-to-edge model compression
knowledge distillation
generative adversarial network
test-time adaptation