IEEE transactions on neural networks and learning systems最新文献_第10页

Multiscale Subgraph Adversarial Contrastive Learning 多尺度子图对抗性对比学习

IF 10.4 1区计算机科学

IEEE transactions on neural networks and learning systems Pub Date : 2025-03-22 DOI: 10.1109/tnnls.2025.3543954

Yanbei Liu, Yu Zhao, Zhitao Xiao, Lei Geng, Xiao Wang, Yanwei Pang, Jerry Chun-Wei Lin

引用次数: 0

Unifying Attribute and Structure Preservation for Enhanced Graph Contrastive Learning 统一属性和结构保存，加强图表对比学习

IF 10.4 1区计算机科学

IEEE transactions on neural networks and learning systems Pub Date : 2025-03-22 DOI: 10.1109/tnnls.2025.3545111

Jialu Chen, Rui Chen, Gang Kou

引用次数: 0

BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction BP-SGCN：用于行人和异质轨迹预测的行为伪标签信息稀疏图卷积网络

IF 10.4 1区计算机科学

IEEE transactions on neural networks and learning systems Pub Date : 2025-03-22 DOI: 10.1109/tnnls.2025.3545268

Ruochen Li, Stamos Katsigiannis, Tae-Kyun Kim, Hubert P. H. Shum

引用次数: 0

A Robust Multi-Virtual-Agent Inverse Reinforcement Learning Approach With Data Aggregation for Perturbed Environments 针对扰动环境的多虚拟代理反向强化学习方法与数据聚合

IF 10.4 1区计算机科学

IEEE transactions on neural networks and learning systems Pub Date : 2025-03-22 DOI: 10.1109/tnnls.2025.3531839

Yanbin Lin, Zhen Ni

引用次数: 0

Dual-Space Contrastive Learning for Open-World Semi-Supervised Classification 开放世界半监督分类的双空间对比学习

IF 10.4 1区计算机科学

IEEE transactions on neural networks and learning systems Pub Date : 2025-03-22 DOI: 10.1109/tnnls.2025.3544405

Yuxun Qu, Yongqiang Tang, Chenyang Zhang, Xiangrui Cai, Xiaojie Yuan, Wensheng Zhang

引用次数: 0

2-D Transformer: Extending Large Language Models to Long-Context With Few Memory 2-D 转换器：用少量内存将大型语言模型扩展至长语境

IF 10.4 1区计算机科学

IEEE transactions on neural networks and learning systems Pub Date : 2025-03-22 DOI: 10.1109/tnnls.2025.3548047

Xingyang He, Jie Liu, Yutai Duan

引用次数: 0

Deep CNN Feature Resampling and Ensemble Based on Cross Validation for Image Classification 基于交叉验证的深度 CNN 特征重采样与集合用于图像分类

IF 10.4 1区计算机科学

IEEE transactions on neural networks and learning systems Pub Date : 2025-03-22 DOI: 10.1109/tnnls.2025.3547228

Yu Wang, Haodong Zhang, Xingli Yang, Jihong Li

引用次数: 0

Neural-Network-Based Recursive State Estimation for Nonlinear Networked Systems With Binary-Encoding Mechanisms 基于神经网络的二元编码机制非线性网络系统递归状态估计

IF 10.4 1区计算机科学

IEEE transactions on neural networks and learning systems Pub Date : 2025-03-22 DOI: 10.1109/tnnls.2025.3542492

Yuhan Zhang, Zidong Wang, Lei Zou, Wei Qian, Shuxin Du

引用次数: 0

MSAFF: Multi-Way Soft Attention Fusion Framework With the Large Foundation Models for the Diagnosis of Alzheimer’s Disease MSAFF：利用大型基础模型诊断阿尔茨海默病的多向软注意力融合框架

IF 10.4 1区计算机科学

IEEE transactions on neural networks and learning systems Pub Date : 2025-03-22 DOI: 10.1109/tnnls.2025.3545101

Xia-An Bi, Wenzhuo Shen, Yinglu Shan, Dayou Chen, Luyun Xu, Ke Chen, Zhonghua Liu

引用次数: 0

Unveiling the Tapestry: The Interplay of Generalization and Forgetting in Continual Learning 揭开挂毯：持续学习中泛化与遗忘的相互作用

IF 10.4 1区计算机科学

IEEE transactions on neural networks and learning systems Pub Date : 2025-03-22 DOI: 10.1109/tnnls.2025.3546269

Zenglin Shi, Jie Jing, Ying Sun, Joo-Hwee Lim, Mengmi Zhang

引用次数: 0