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Early Access

Early Access articles have been peer-reviewed and accepted, which are not yet assigned to volumes/issues, but are citable by Digital Object Identifier (DOI).
TENET: Beyond Pseudo-labeling for Semi-supervised Few-shot Learning
Chengcheng Ma, Weiming Dong, Changsheng Xu
DOI: 10.1007/s11633-023-1476-y
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Reparameterized Multi-scale Transformer for Deformable Retinal Image Registration
Qiushi Nie, Xiaoqing Zhang, Chuan Chen, Zhixuan Zhang, Yan Hu, Jiang Liu
DOI: 10.1007/s11633-024-1525-1
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Guided Proximal Policy Optimization with Structured Action Graph for Complex Decision-making
Yiming Yang, Dengpeng Xing, Wannian Xia, Peng Wang
DOI: 10.1007/s11633-024-1503-7
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End-to-end Identification of Autoregressive with Exogenous Input (ARX) Models Using Neural Networks
Aoxiang Dong, Andrew Starr, Yifan Zhao
DOI: 10.1007/s11633-024-1523-3
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TAL: Two-stream Adaptive Learning for Generalizable Person Re-identification
Yichao Yan, Junjie Li, Shengcai Liao, Jie Qin
DOI: 10.1007/s11633-024-1516-2
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Attention Detection Using EEG Signals and Machine Learning: A Review
Qianru Sun, Yueying Zhou, Peiliang Gong, Daoqiang Zhang
DOI: 10.1007/s11633-024-1492-6
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GraphFM: Graph Factorization Machines for Feature Interaction Modelling
Shu Wu, Zekun Li, Yunyue Su, Zeyu Cui, Xiaoyu Zhang, Liang Wang
DOI: 10.1007/s11633-024-1505-5
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Analysis of Conjoint Response in Post-stroke Patients Using the Attention-coupled Weighting Method
Jingyao Chen, Chen Wang, Ningcun Xu, Zeng-Guang Hou, Liang Peng, Pu Zhang
DOI: 10.1007/s11633-024-1499-z
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Improving Accomplice Detection in the Morphing Attack
Nicoló Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni
DOI: 10.1007/s11633-024-1533-1
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Accelerated Elliptical PDE Solver for Computational Fluid Dynamics Based on Configurable U-Net Architecture : Analogy to V-cycle Multigrid
Kiran Bhaganagar, David Chambers
DOI: 10.1007/s11633-024-1521-5
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A Systematic Comparison of Horizontal Federated Learning Algorithm Based on Random Forests in a Medical Setting
Andrew Cheng, Jingqing Zhang, Atri Sharma, Vibhor Gupta, Yike Guo
DOI: 10.1007/s11633-023-1489-6
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Balanced Representation Learning for Long-tailed Skeleton-based Action Recognition
Hongda Liu, Yunlong Wang, Min Ren, Junxing Hu, Zhengquan Luo, Guangqi Hou, Zhenan Sun
DOI: 10.1007/s11633-023-1487-8
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AdaGPAR: Generalizable Pedestrian Attribute Recognition via Test-time Adaptation
Da Li, Zhang Zhang, Yifan Zhang, Zhen Jia, Caifeng Shan
DOI: 10.1007/s11633-024-1504-6
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Interpretable Visual Neural Decoding with Unsupervised Semantic Disentanglement
Qiongyi Zhou, Changde Du, Dan Li, Bincheng Wen, Le Chang, Huiguang He
DOI: 10.1007/s11633-023-1484-y
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Active Object Detection Based on PPO Learning Algorithm with Decision Knowledge Guidance
Fujing Yao, Guohui Tian, Yuhao Wang, Ning Yang
DOI: 10.1007/s11633-024-1500-x
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Auto-3D-house Design from Structured User Requirements
Minkui Tan, Qi Chen, Zixiong Huang, Qi Wu, Yuanqing Li, Jiaqiu Zhou
DOI: 10.1007/s11633-024-1498-0
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Learning Hierarchical Adaptive Code Clouds for Neural 3D Shape Representation
Yuanxun Lu, Xinya Ji, Hao Zhu, Xun Cao
DOI: 10.1007/s11633-024-1491-7
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Latent Landmark Graph for Efficient Exploration-exploitation Balance in Hierarchical Reinforcement Learning
Qingyang Zhang, Hongming Zhang, Dengpeng Xing, Bo Xu
DOI: 10.1007/s11633-023-1482-0
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A Survey of Recent Advances in Commonsense Knowledge Acquisition: Methods and Resources
Chenhao Wang, Jiachun Li, Yubo Chen, Kang Liu, Jun Zhao
DOI: 10.1007/s11633-023-1471-3
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Adaptive VDI Session Placement via User Logoff Prediction
Wenping Fan, Puhui Meng, Yu Tian, Min-Ling Zhang, Yao Zhang
DOI: 10.1007/s11633-023-1468-y
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Neural Network Based on Inter-layer Perturbation Strategy for Text Classification
Nai Zhou, Nianmin Yao, Qibin Li
DOI: 10.1007/s11633-024-1490-8
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Prioritization Hindsight Experience Based on Spatial Position Attention for Robots
Ye Yuan, Yu Sha, Feixiang Sun, Haofan Lu, Shuiping Gou, Jie Luo
DOI: 10.1007/s11633-023-1467-z
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General Automatic Solution Generation for Social Problems
Tong Niu, Haoyu Huang, Yu Du, Weihao Zhang, Luping Shi, Rong Zhao
DOI: 10.1007/s11633-024-1496-2
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Improving Multi-task GNNs for Molecular Property Prediction via Missing Label Imputation
Fenyu Hu, Dingshuo Chen, Qiang Liu, Shu Wu
DOI: 10.1007/s11633-023-1443-7
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Edge-aware Feature Aggregation Network for Polyp Segmentation
Tao Zhou, Yizhe Zhang, Geng Chen, Yi Zhou, Ye Wu, Deng-Ping Fan
DOI: 10.1007/s11633-023-1479-8
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Unveiling the Hidden Interactions Among Features: A Heterogeneous Graph Approach for Personality Prediction
Yuxuan Song, Yilin Wu, Qiudan Li, Liping Chen, Daniel Zeng
DOI: 10.1007/s11633-024-1495-3
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Target Search and Navigation in Heterogeneous Robot Systems with Deep Reinforcement Learning
Yun Chen, Jiaping Xiao
DOI: 10.1007/s11633-024-1512-6
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A Comprehensive Survey of Few-shot Information Networks
Xinxin Zheng, Feihu Che, Jianhua Tao
DOI: 10.1007/s11633-023-1470-4
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Counterfactual Learning on Graphs: A Survey
Zhimeng Guo, Zongyu Wu, Teng Xiao, Charu Aggarwal, Hui Liu, Suhang Wang
DOI: 10.1007/s11633-024-1519-z
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Key Technologies for Machine Vision for Picking Robots: Review and Benchmarking
Xiao Xu, Yiming Jiang, Yaonan Wang
DOI: 10.1007/s11633-024-1517-1
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