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Learning transferable cross-modality representations for few-shot hyperspectral and LiDAR collaborative classification
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2024, 卷号: 126, 页码: 11
作者:
Dai, Mofan
;
Xing, Shuai
;
Xu, Qing
;
Wang, Hanyun
;
Li, Pengcheng
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/02/26
Multimodal remote sensing data
Meta-learning
Few-shot learning
Cross-modality feature learning
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
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  |  
浏览/下载:1/0
  |  
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
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
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  |  
浏览/下载:4/0
  |  
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
Galaxy morphology classification using multiscale convolution capsule network
期刊论文
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2023, 卷号: 523, 期号: 1, 页码: 488-497
作者:
Li, Guangping
;
Xu, Tingting
;
Li, Liping
;
Gao, Xianjun
;
Liu, Zhijing
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  |  
浏览/下载:10/0
  |  
提交时间:2023/07/03
methods: data analysis
techniques: image processing
galaxies: general
3D Semantic Segmentation of Aerial Photogrammetry Models Based on Orthographic Projection
期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2023, 页码: early-access
作者:
Mengqi Rong
;
Shuhan Shen
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  |  
浏览/下载:8/0
  |  
提交时间:2023/09/25
Developing a multiview spatiotemporal model based on deep graph neural networks to predict the travel demand by bus
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2023, 页码: 27
作者:
Zhao, Tianhong
;
Huang, Zhengdong
;
Tu, Wei
;
Biljecki, Filip
;
Chen, Long
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  |  
浏览/下载:1/0
  |  
提交时间:2023/11/16
Graph deep learning
multiview learning
travel demand prediction
multimodal transportation
smart card data
Imitating the Oracle: Towards Calibrated Model for Class Incremental Learning
期刊论文
Neural Networks, 2023, 卷号: 164, 页码: 38-48
作者:
Fei Zhu
;
Zhen Cheng
;
Xu-Yao Zhang
;
Cheng-Lin Liu
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  |  
浏览/下载:9/0
  |  
提交时间:2023/09/12
Class incremental learning
Continual learning
Lifelong learning
Learning specific and conserved features of multi-layer networks
期刊论文
INFORMATION SCIENCES, 2023, 卷号: 622, 页码: 930-945
作者:
Wu, Wenming
;
Yang, Tao
;
Ma, Xiaoke
;
Zhang, Wensheng
;
Li, He
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  |  
浏览/下载:18/0
  |  
提交时间:2023/02/22
Multi-layer networks
Matrix factorization
Graph clustering
Joint learning
Exploiting Frequency-Domain Information of GNSS Reflectometry for Sea Surface Wind Speed Retrieval
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61, 页码: 13
作者:
Chen, Keran
;
Zhou, Yuan
;
Li, Shuoshi
;
Wang, Ping
;
Li, Xiaofeng
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  |  
浏览/下载:1/0
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提交时间:2023/12/13
Cyclone global navigation satellite system (CyGNSS)
deep learning
frequency domain
global navigation satellite system reflectometry (GNSS-R)
wind speed retrieval
MVContrast: Unsupervised Pretraining for Multi-view 3D Object Recognition
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 872-883
作者:
Luequan Wang, Hongbin Xu, Wenxiong Kang
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浏览/下载:0/0
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提交时间:2023/11/23
Multi view, unsupervised pretraining, contrastive learning, 3D vision, shape recognition
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