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IEEE Transactions on Neural Networks and Learning Systems|June 27, 2025
Inducing Neural Collapse via Anticlasses and One-Cold Cross-Entropy LossDimitrios Katsikas, Nikolaos Passalis, Anastasios Tefas
IEEE Transactions on Neural Networks and Learning Systems|June 25, 2025
Draw What You Hear: High-Fidelity Image Generation and Manipulation via SoundAdapterMingjie Wang, Song Yuan, Xian-Feng Han, et al.
IEEE Transactions on Neural Networks and Learning Systems|July 16, 2025
Semantic-Aligned Code Summarization: Bridging the Gap Between Code and Natural Language Through Data Flow AnalysisYuze Zhao, Zhenya Huang, Kai Zhang, et al.
IEEE Transactions on Neural Networks and Learning Systems|July 15, 2025
EMWQ: An Efficient Mixed Precision Weight Quantization Method for Large Language ModelsYuning Yang, Xiurui Xie, Guowei Peng, et al.
IEEE Transactions on Neural Networks and Learning Systems|July 1, 2025
Decentralized Personalized Federated Learning Based on a Conditional "Sparse-to-Sparser" SchemeQianyu Long, Qiyuan Wang, Christos Anagnostopoulos, et al.
IEEE Transactions on Neural Networks and Learning Systems|July 1, 2025
DiffCL: A Diffusion-Based Contrastive Learning Framework With Semantic Alignment for Multimodal RecommendationsQiya Song, Jiajun Hu, Lin Xiao, et al.
IEEE Transactions on Neural Networks and Learning Systems|June 24, 2025
New WTOD Protocol-Based Fault Detection Filter Design for Interval Type-2 Fuzzy Systems via an Adaptive Differential Evolution AlgorithmWei Qian, Yanmin Wu, Zidong Wang
IEEE Transactions on Neural Networks and Learning Systems|December 25, 2025
Space-Frequency Cross-Attention Node Feature Optimization Graph Neural Operator for Partial Differential EquationsPengfei Bie, Ning Song, Nuoqing Zhang, et al.
IEEE Transactions on Neural Networks and Learning Systems|December 11, 2025
DuaDiff: Dual-Conditional Diffusion Model for Guided Thermal Image Super-ResolutionLinrui Shi, Gaochang Wu, Yingqian Wang, et al.
IEEE Transactions on Neural Networks and Learning Systems|December 8, 2025
A Systematic Review of Skeleton-Based Action Recognition: Methods, Challenges, and Future DirectionsYi Liu, Ruyi Liu, Yuzhi Hu, et al.
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