中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
计算技术研究所 [56]
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OAI收割 [148]
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期刊论文 [135]
会议论文 [8]
SCI/SSCI论文 [3]
学位论文 [2]
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2026 [7]
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AFFS: Adaptive Fast Frequency Selection Algorithm for Deep Learning Feature Extraction
期刊论文
OAI收割
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
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收藏
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浏览/下载:0/0
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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
Improving post-training structured pruning via two-stage reconstruction
期刊论文
OAI收割
EXPERT SYSTEMS WITH APPLICATIONS, 2026, 卷号: 296, 页码: 10
作者:
Li, Chenhao
;
Li, Lin
;
Zhang, Zhibin
;
Qiu, Qiang
;
Guo, Jiafeng
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收藏
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浏览/下载:0/0
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提交时间:2025/12/03
Post-training pruning
Layer reconstruction
Channel pruning
Calibration data
UEPA-GAN: An Unsupervised Framework for Daily Precipitation Downscaling
期刊论文
OAI收割
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2026, 卷号: 23, 页码: 1501605
作者:
Mo, Jinlin
;
Zhang, Xun
;
Wang, Fang
;
Liu, Yu
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收藏
  |  
浏览/下载:2/0
  |  
提交时间:2026/03/16
Precipitation
Generators
Image reconstruction
Training
Spatial resolution
Climate
Computer architecture
Generative adversarial networks
Data models
Artificial intelligence
Extreme precipitation attention (EPA)
GAN
physical constraint
precipitation downscaling
unsupervised
DEFT: Data-Efficient Fine-Tuning Through Multi-Dimensional Data Selection
期刊论文
OAI收割
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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收藏
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浏览/下载:0/0
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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
CACRE: A Weakly Supervised Method for Cross-Attention Contrastive Relation Extraction With Large Language Models
期刊论文
OAI收割
IEEE ACCESS, 2026, 卷号: 14, 页码: 18718-18729
作者:
Hu, Zhikui
;
Zi, Kangli
;
Luo, Tianyu
;
Huang, Yuwei
;
Wang, Shi
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收藏
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浏览/下载:0/0
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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
SEPP-FLBC: A Secure and Efficient Privacy Protection Scheme Using Federate Learning and Blockchain for Edge-End-Cloud Devices
期刊论文
OAI收割
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
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收藏
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浏览/下载:1/0
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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
A Unified Perspective for Loss-Oriented Imbalanced Learning via Localization
期刊论文
OAI收割
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
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收藏
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浏览/下载:0/0
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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
Aligning Logits Generatively for Principled Black-Box Knowledge Distillation in the Wild
期刊论文
OAI收割
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
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收藏
  |  
浏览/下载:1/0
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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
Region Uncertainty Estimation for Medical Image Segmentation With Noisy Labels
期刊论文
OAI收割
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 12, 页码: 5197-5207
作者:
Han, Kai
;
Wang, Shuhui
;
Chen, Jun
;
Qian, Chengxuan
;
Lyu, Chongwen
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收藏
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浏览/下载:0/0
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提交时间:2026/05/25
Noise measurement
Training
Image segmentation
Annotations
Uncertainty
Estimation
Medical diagnostic imaging
Data models
Computational modeling
Noise
Medical image segmentation
noisy label learning
uncertainty estimation
pseudo label
PIT: A Plug-and-Play Image Translator for Making Off-the-Shelf Models Adapt to Corruptions
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 12, 页码: 11644-11661
作者:
Li, Yinqi
;
Chang, Hong
;
Shan, Shiguang
;
Chen, Xilin
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收藏
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浏览/下载:0/0
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提交时间:2026/05/25
Adaptation models
Image recognition
Computational modeling
Translation
Training
Data models
Image restoration
Data augmentation
Head
Flowering plants
Corrupted image recognition
image-to-image translation
generative adversarial network