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 [55]
合肥物质科学研究院 [5]
大连化学物理研究所 [2]
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广州地球化学研究所 [1]
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OAI收割 [68]
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期刊论文 [70]
会议论文 [1]
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2023 [8]
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Federated Data Quality Assessment Approach: Robust Learning With Mixed Label Noise
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Zeng, Bixiao
;
Yang, Xiaodong
;
Chen, Yiqiang
;
Yu, Hanchao
;
Hu, Chunyu
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/12/04
Noise measurement
Servers
Task analysis
Adaptation models
Data models
Data integrity
Computers
Data quality assessment
federated learning (FL)
noise-robust algorithm
Generalizing to Unseen Domains: A Survey on Domain Generalization
期刊论文
OAI收割
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 8, 页码: 8052-8072
作者:
Wang, Jindong
;
Lan, Cuiling
;
Liu, Chang
;
Ouyang, Yidong
;
Qin, Tao
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/12/04
Domain generalization
domain adaptation
transfer learning
out-of-distribution generalization
MetaFed: Federated Learning Among Federations With Cyclic Knowledge Distillation for Personalized Healthcare
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 12
作者:
Chen, Yiqiang
;
Lu, Wang
;
Qin, Xin
;
Wang, Jindong
;
Xie, Xing
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/12/04
Federated learning (FL)
healthcare
knowledge distillation (KD)
personalization
transfer learning
Two-step hierarchical neural network for classification of dry age-related macular degeneration using optical coherence tomography images
期刊论文
OAI收割
FRONTIERS IN MEDICINE, 2023, 卷号: 10, 页码: 12
作者:
Hu, Min
;
Wu, Bin
;
Lu, Di
;
Xie, Jing
;
Chen, Yiqiang
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/12/04
optical coherence tomography (OCT)
age-related macular degeneration (AMD)
nascent geographic atrophy (nGA)
convolutional neural network (CNN)
deep learning
GLIM-Net: Chronic Glaucoma Forecast Transformer for Irregularly Sampled Sequential Fundus Images
期刊论文
OAI收割
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 6, 页码: 1875-1884
作者:
Hu, Xiaoyan
;
Zhang, Ling-Xiao
;
Gao, Lin
;
Dai, Weiwei
;
Han, Xiaoguang
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/12/04
Transformers
Feature extraction
Predictive models
Image segmentation
Deep learning
Biomedical imaging
Task analysis
Glaucoma forecast
transformer
attention mechanism
fundus image
Bi-STAN: bilinear spatial-temporal attention network for wearable human activity recognition
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2023, 页码: 17
作者:
Gao, Chenlong
;
Chen, Yiqiang
;
Jiang, Xinlong
;
Hu, Lisha
;
Zhao, Zhicheng
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/07/12
Human activity recognition
Spatial-temporal attention
Bilinear pooling
Low-redundancy
Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals
期刊论文
OAI收割
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 2, 页码: 2118-2132
作者:
Zhang, Yuxin
;
Chen, Yiqiang
;
Wang, Jindong
;
Pan, Zhiwen
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/07/12
Anomaly detection
Predictive models
Data models
Autoregressive processes
Image reconstruction
Forecasting
Computational modeling
Unsupervised anomaly detection
multi-sensor time series
convolutional autoencoder
attention based BiLSTM
Iterative Self-Training Based Domain Adaptation for Cross-User sEMG Gesture Recognition
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2023, 卷号: 31, 页码: 2974-2987
作者:
Wang, Kang
;
Chen, Yiqiang
;
Zhang, Yingwei
;
Yang, Xiaodong
;
Hu, Chunyu
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2023/12/04
Surface electromyography
gesture recognition
cross-user
domain adaptation
semi-supervised learning
Smart Decision-Support System for Pig Farming
期刊论文
OAI收割
DRONES, 2022, 卷号: 6, 期号: 12, 页码: 13
作者:
Wang, Hao
;
Li, Boyang
;
Zhong, Haoming
;
Xu, Ahong
;
Huang, Yingjie
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/07/12
smart agriculture
pig farming
CLC: A Consensus-based Label Correction Approach in Federated Learning
期刊论文
OAI收割
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2022, 卷号: 13, 期号: 5, 页码: 23
作者:
Zeng, Bixiao
;
Yang, Xiaodong
;
Chen, Yiqiang
;
Yu, Hanchao
;
Zhang, Yingwei
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/07/12
Federated learning
data evaluation
consensus mechanism