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资助机构:National Key Research and Development Program of China
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Molecular Contrastive Pretraining with Collaborative Featurizations
期刊论文
Journal of Chemical Information and Modeling (JCIM), 2024, 卷号: 64, 期号: 4, 页码: 1112–1122
作者:
Yanqiao Zhu
;
Dingshuo Chen
;
Yuanqi Du
;
Yingze Wang
;
Qiang Liu
;
Shu Wu
Adobe PDF(1868Kb)
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浏览/下载:18/7
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提交时间:2024/06/21
Enhancing ENSO predictions with self-attention ConvLSTM and temporal embeddings
期刊论文
Frontiers in Marine Science, 2024, 卷号: 11, 页码: 1334210
作者:
Rui, Chuang
;
Sun, Zhengya
;
Zhang, Wensheng
;
Liu, Anan
;
Wei, Zhiqiang
Adobe PDF(14474Kb)
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浏览/下载:27/8
  |  
提交时间:2024/05/28
El Niño-Southern Oscillation (ENSO)
deep learning for ENSO prediction
self-attention ConvLSTM
temporal embeddings
spring prediction barrier
Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1022-1038
作者:
Xiao Xue
;
Deyu Zhou
;
Xiangning Yu
;
Gang Wang
;
Juanjuan Li
;
Xia Xie
;
Lizhen Cui
;
Fei-Yue Wang
Adobe PDF(7239Kb)
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浏览/下载:63/15
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提交时间:2024/03/18
Agent-based modeling
computational experiments
cyber-physical-social systems (CPSS)
generative deduction
generative experiments
meta model
Knowledge enhanced ensemble method for remaining useful life prediction under variable working conditions
期刊论文
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2024, 卷号: 242, 页码: 13
作者:
Li, Yuan
;
Li, Jingwei
;
Wang, Huanjie
;
Liu, Chengbao
;
Tan, Jie
收藏
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浏览/下载:79/0
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提交时间:2024/02/22
Remaining useful life
Ensemble learning
Attention mechanism
Convolutional neural network
Transfer learning
Exploring Explicitly Disentangled Features for Domain Generalization
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 11, 页码: 6360-6373
作者:
Li, Jingwei
;
Li, Yuan
;
Wang, Huanjie
;
Liu, Chengbao
;
Tan, Jie
Adobe PDF(2432Kb)
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浏览/下载:118/10
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提交时间:2023/12/21
Domain generalization
feature disentanglement
Fourier transform
data augmentation
Online Progressive Instance-Balanced Sampling for Weakly Supervised Vibration Damper Detection
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 14
作者:
Chen, Minghao
;
Tian, Yunong
;
Li, Zhishuo
;
Li, En
;
Liang, Zize
Adobe PDF(4445Kb)
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浏览/下载:119/14
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提交时间:2023/11/17
Shock absorbers
Vibrations
Object detection
Proposals
Training
Sampling methods
Convolutional neural networks
Instance balance
multiple instance learning (MIL)
progressive sampling
vibration damper detection
weakly supervised object detection (WSOD)
The Human Continuity Activity Semisupervised Recognizing Model for Multiview IoT Network
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2023, 卷号: 10, 期号: 11, 页码: 9398-9410
作者:
Yuan, Ruiwen
;
Wang, Junping
Adobe PDF(1944Kb)
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浏览/下载:101/3
  |  
提交时间:2023/11/17
Feature extraction
Sensors
Human activity recognition
Internet of Things
Data models
Sensor phenomena and characterization
Data mining
Activity feature extraction
deep learning
human activity recognition (HAR)
semisupervised learning
Optimization-Based Post-Training Quantization With Bit-Split and Stitching
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 2119-2135
作者:
Wang, Peisong
;
Chen, Weihan
;
He, Xiangyu
;
Chen, Qiang
;
Liu, Qingshan
;
Cheng, Jian
Adobe PDF(921Kb)
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浏览/下载:218/64
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提交时间:2023/03/20
Deep neural networks
compression
quantization
post-training quantization
Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1691-1704
作者:
Wang, Xiaona
;
Chen, Jiahao
;
Qiao, Hong
Adobe PDF(2080Kb)
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浏览/下载:151/18
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提交时间:2023/03/20
Muscles
Recurrent neural networks
Mathematical models
Bio-inspired control
Robot kinematics
Tendons
Musculoskeletal system
Biologically inspired control
motor cortex
movement preparation
musculoskeletal system
recurrent neural network (RNN)
Narrowing the Gap: Improved Detector Training With Noisy Location Annotations
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 6369-6380
作者:
Wang, Shaoru
;
Gao, Jin
;
Li, Bing
;
Hu, Weiming
Adobe PDF(1489Kb)
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浏览/下载:273/34
  |  
提交时间:2022/11/14
Annotations
Noise measurement
Detectors
Task analysis
Training
Object detection
Degradation
Object detection
noisy label
Bayesian estimation
teacher-student learning