IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 3, March 2026

1) Noise-Tolerant CIM-DNNs ExplainedAuthor(s): F. -H. Meng, E. Yeu-Jer Lee, Y. Wu, Z. Wang, W. D. LuPages: 1005 – 1017
2) PromptVAD: Abnormal Prompt via Vision-Language ModelAuthor(s): S. Li, F. Liu, L. Jiao, Z. Hao, J. Wang, L. Sun, L. Li, X. Liu, P. ChenPages: 1018 – 1032
3) Multimodality Image Registration With Modality DistillationAuthor(s): X. Zhou, J. Zhao, L. Chen, G. Vivone, Y. Liu, J. Nie, H. LiuPages: 1033 – 1047
4) Tensor Multi-Subspace Representation for Remote Sensing Image Mixed Noise RemovalAuthor(s): J. -H. Yang, H. -C. Li, M. Ding, X. -L. Zhao, W. -Y. HuPages: 1048 – 1062
5) FIESTA: Fourier-Based Semantic Augmentation With Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image SegmentationAuthor(s): K. Oh, E. Jeon, D. -W. Heo, Y. Shin, H. -I. SukPages: 1063 – 1077
6) Progressive Feedforward Collapse of ResNet TrainingAuthor(s): S. Wang, K. Gai, S. ZhangPages: 1078 – 1091
7) Treasure Hunting: Embodied Contrastive Learning-Enhanced Coarse-to-Fine Object Seeking With Explorer and Discriminator CooperationAuthor(s): B. Chen, J. Kang, H. Yang, P. Zhong, R. Fan, J. WangPages: 1092 – 1106
8) SAFT: Real-Time Tracking and Mapping With Self-Supervised Robust Stereo Matching for Underwater VehiclesAuthor(s): Y. Cao, X. Hui, X. Bai, Y. Wang, S. Wang, M. TanPages: 1107 – 1118
9) Multimodal Knowledge Graph Completion by Cross-Modal Interaction With Similarity Enhancing and Difference EmbracingAuthor(s): L. Hao, Y. Hu, T. Bie, H. Jiang, J. Gao, Y. Sun, B. YinPages: 1119 – 1133
10) Be Reliable: An Interpretable Attribute-Oriented Representation Learning FrameworkAuthor(s): Z. Fang, S. Du, Y. Zou, Y. Tan, N. Song, S. WangPages: 1134 – 1148
11) Generalizable Multistage Assembly via One-Shot Category-Level DemonstrationAuthor(s): Y. Ren, Y. Cong, R. Chen, W. Cong, G. SunPages: 1149 – 1162
12) PGFormer: A Prototype-Graph Transformer for Incomplete Multiview ClusteringAuthor(s): Y. Du, Y. Wang, Z. Wang, R. Ning, L. LiPages: 1163 – 1175
13) Multiscale Spatiotemporal Graph Convolutional Networks With Dynamic Delay Awareness for Traffic ForecastingAuthor(s): G. Zhu, X. Zhang, Y. Niu, S. DuPages: 1176 – 1190
14) A Transfer Learning SSVEP Decoding Algorithm Calibrated With Single-Trial DataAuthor(s): J. Jin, K. Qin, B. Z. Allison, S. Li, Y. Zhang, X. Wang, A. CichockiPages: 1191 – 1205
15) Multimodal Cross-City Semantic Segmentation Based on Similarity-Inspired Fusion and Invertible Transformation Learning NetworkAuthor(s): L. Dong, W. Jiang, Z. Xu, J. GengPages: 1206 – 1220
16) HomLLM: Exploiting Semantic Homology Relationship for Fine-Grained Bird Image Classification via Large Language ModelsAuthor(s): H. Liu, Y. Song, T. Liu, H. Zheng, L. Chen, Z. Zhang, Y. -F. LiPages: 1221 – 1235
17) MDSF-YOLO: Advancing Object Detection With a Multiscale Dilated Sequence Fusion NetworkAuthor(s): Y. Sun, C. Zhang, X. Li, X. Jing, H. Kong, Q. -G. WangPages: 1236 – 1247
18) Deep Reinforcement Learning for Online Reconfiguration of Active Distribution NetworkAuthor(s): G. Hao, Y. Li, Y. Li, Y. Luo, M. Shahidehpour, Z. ZengPages: 1248 – 1262
19) Single-Domain Generalization via Path Flatness-Aware Optimization of Loss LandscapesAuthor(s): Z. Wang, Y. Wang, Y. Feng, J. Du, J. Tianyi Zhou, R. S. M. Goh, Y. Liu, L. ZhenPages: 1263 – 1276
20) Trend and Order Features for Semi-Supervised Time-Series Classification via Multitask LearningAuthor(s): R. Chen, X. Yan, G. Xiao, Y. Hou, S. ZhouPages: 1277 – 1289
21) Semi-Supervised Breast Lesion Segmentation Using Confidence-Ranked Features and Bi-Level PrototypesAuthor(s): S. Jiang, H. Wu, Y. Zhou, J. Chen, J. QinPages: 1290 – 1301
22) Video to Video Generative Adversarial Network for Few-Shot Learning Based on Policy GradientAuthor(s): Y. Ma, D. Klabjan, J. UtkePages: 1302 – 1316
23) Large-Scale Multiview Clustering via Joint Learning of Anchor Representation and Multigraph AlignmentAuthor(s): R. Shang, J. Liu, X. Wang, J. Zhong, W. Zhang, S. XuPages: 1317 – 1331
24) FGPLFA: Fine-Grained Pseudo-Labeling and Feature Alignment for Source-Free Unsupervised Domain AdaptationAuthor(s): Z. Wen, Q. Li, Y. Wang, H. Shao, G. SunPages: 1332 – 1346
25) Toward Reliable Offline Reinforcement Learning via Lyapunov Uncertainty ControlAuthor(s): K. Jiang, Y. Li, X. TanPages: 1347 – 1361
26) Inhibiting Error Exacerbation in Offline Reinforcement Learning With Data SparsityAuthor(s): F. Zhang, M. Zhang, W. Chen, S. Wang, X. Zhang, J. Li, Y. YangPages: 1362 – 1376
27) IML-Spikeformer: Input-Aware Multilevel Spiking Transformer for Speech ProcessingAuthor(s): Z. Song, S. Zhang, Y. Chou, J. Wu, H. LiPages: 1377 – 1389
28) Boosting Few-Shot Hyperspectral Image Classification Through Dynamic Fusion and Hierarchical EnhancementAuthor(s): Y. Guo, B. Fan, Y. Dai, Y. Feng, M. HePages: 1390 – 1404
29) CRL-MM: Context-Aware Relational Learning and Multidimensional Matching for Few-Shot Knowledge Graph CompletionAuthor(s): W. Jiang, F. Wu, F. Zhang, Q. Chen, Z. Zhao, S. GuoPages: 1405 – 1419
30) Multigranularity Deep Graph Convolutional Neural Network Node Clustering Leveraging Spatial InformationAuthor(s): B. Yu, H. YangPages: 1420 – 1434
31) Generative Fuzzy System for Sequence-to-Sequence Learning via Rule-Based InferenceAuthor(s): H. Yang, Z. Deng, W. Zhang, Z. Zhao, G. Wang, K. -S. ChoiPages: 1435 – 1448
32) PID: A Parameter-Efficient Isolation Domain-Incremental Learning Framework for Signal Modulation ClassificationAuthor(s): G. Wang, Z. Liu, X. Zhang, Y. Chen, Y. Zhang, J. Zhu, L. JiaoPages: 1449 – 1462
33) FedMKD: Hybrid Feature Guided Multilayer Fusion Knowledge Distillation in Heterogeneous Federated LearningAuthor(s): P. Han, H. Xiao, S. Zheng, Y. Li, G. Qi, Z. ZhuPages: 1463 – 1476
34) Enhancing the Policy Generalization on OOD Tasks via Latent Variable Distribution Enhancement SamplerAuthor(s): S. Li, J. Lin, X. Yang, H. Zhang, P. ZhaoPages: 1477 – 1491
35) Contrastive-Driven Diversity and Consistency Exploration in Tensorized Multiview Subspace ClusteringAuthor(s): X. Guo, G. -F. LuPages: 1492 – 1504