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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:49/14
  |  
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:78/19
  |  
提交时间:2024/03/18
Agent-based modeling
computational experiments
cyber-physical-social systems (CPSS)
generative deduction
generative experiments
meta model
GAN-Based Facial Attribute Manipulation
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 14590-14610
作者:
Liu, Yunfan
;
Li, Qi
;
Deng, Qiyao
;
Sun, Zhenan
;
Yang, Ming-Hsuan
Adobe PDF(15297Kb)
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浏览/下载:112/31
  |  
提交时间:2024/02/22
Generative adversarial networks
image translation
facial attribute manipulation
Conditional Goal-Oriented Trajectory Prediction for Interacting Vehicles
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:
Li, Ding
;
Zhang, Qichao
;
Lu, Shuai
;
Pan, Yifeng
;
Zhao, Dongbin
收藏
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浏览/下载:172/0
  |  
提交时间:2023/12/21
Trajectory
Predictive models
Behavioral sciences
Pipelines
Task analysis
Feature extraction
Vehicle dynamics
Conditional prediction
goal-oriented trajectory prediction
hierarchical vectorized representation
joint trajectory prediction
marginal prediction
Accurate Lung Nodule Segmentation With Detailed Representation Transfer and Soft Mask Supervision
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:
Wang, Changwei
;
Xu, Rongtao
;
Xu, Shibiao
;
Meng, Weiliang
;
Xiao, Jun
;
Zhang, Xiaopeng
Adobe PDF(4178Kb)
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浏览/下载:172/18
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提交时间:2023/12/21
Detailed representation transfer
lung nodules segmentation
medical images segmentation
soft mask
Constrained Maximum Cross-Domain Likelihood for Domain Generalization
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Lin, Jianxin
;
Tang, Yongqiang
;
Wang, Junping
;
Zhang, Wensheng
Adobe PDF(2518Kb)
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浏览/下载:176/12
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提交时间:2023/11/17
Optimization
Feature extraction
Metalearning
Entropy
Training
Hospitals
Task analysis
Distribution shift
domain adaptation
domain generalization
domain-invariant representation
joint distribution alignment
Multi-level consistency regularization for domain adaptive object detection
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2023, 页码: 18003–18018
作者:
Tian, Kun
;
Zhang, Chenghao
;
Wang, Ying
;
Xiang, Shiming
Adobe PDF(2628Kb)
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浏览/下载:58/8
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提交时间:2023/11/17
Consistency regularization
Object detection
Domain adaptation
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 页码: 1-15
作者:
Fu, Kaicheng
;
Du, Changde
;
Wang, Shengpei
;
He, Huiguang
Adobe PDF(4570Kb)
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浏览/下载:332/79
  |  
提交时间:2022/12/27
Fine-grained Emotion Decoding
Multi-view Learning
Multi-label Learning
Variational Autoencoder
Product of Experts
Dual-View Conditional Variational Auto-Encoder for Emotional Dialogue Generation
期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2022, 卷号: 21, 期号: 3, 页码: 18
作者:
Li, Mei
;
Zhang, Jiajun
;
Lu, Xiang
;
Zong, Chengqing
Adobe PDF(1187Kb)
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浏览/下载:356/79
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提交时间:2022/06/10
Sentiment
dialogue
neural networks
Optimal Feedback Control of Pedestrian Flow in Heterogeneous Corridors
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2021, 卷号: 18, 期号: 3, 页码: 1097-1108
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
;
He, Haibo
Adobe PDF(2666Kb)
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浏览/下载:246/19
  |  
提交时间:2021/08/15
Microscopy
Feedback control
Mathematical model
Data models
Dynamic programming
Psychology
Computational modeling
Adaptive dynamic programming (ADP)
heterogeneous corridors
macroscopic pedestrian dynamics
optimal feedback control
pedestrian flow