IEEE Transactions on Neural Networks and Learning Systems, Volume 36, Issue 3, March 2025

1) Guest Editorial Special Issue on Effective Feature Fusion in Deep Neural NetworksAuthor(s): Yanwei Pang, Fahad Shahbaz Khan, Xin Lu, Fabio CuzzolinPages: 3886 - 38892) Decision Fusion Networks for Image ClassificationAuthor(s): Keke Tang, Yuexin Ma, Dingruibo Miao, Peng Song, Zhaoquan Gu, Zhihong Tian, Wenping WangPages: 3890 - 39033) ResDNet: Efficient Dense Multi-Scale Representations With Residual Learning for High-Level Vision TasksAuthor(s): Yuanduo Hong, Huihui Pan, Yisong Jia, Weichao Sun, Huijun GaoPages: 3904 - 39154) Modulated Convolutional NetworksAuthor(s): Baochang Zhang, Runqi Wang, Xiaodi Wang, Jungong Han, Rongrong JiPages: 3916 - 39295) Adding Before Pruning: Sparse Filter Fusion for Deep Convolutional Neural Networks via Auxiliary AttentionAuthor(s): Guanzhong Tian, Yiran Sun, Yuang Liu, Xianfang Zeng, Mengmeng Wang, Yong Liu, Jiangning Zhang, Jun ChenPages: 3930 - 39426) Quality-Driven Regularization for Deep Learning Networks and Its Application to Industrial Soft SensorsAuthor(s): Chen Ou, Hongqiu Zhu, Yuri A. W. Shardt, Lingjian Ye, Xiaofeng Yuan, Yalin Wang, Chunhua YangPages: 3943 - 39537) Attention-Based Real Image RestorationAuthor(s): Saeed Anwar, Nick Barnes, Lars PeterssonPages: 3954 - 39648) DONet: Dual-Octave Network for Fast MR Image ReconstructionAuthor(s): Chun-Mei Feng, Zhanyuan Yang, Huazhu Fu, Yong Xu, Jian Yang, Ling ShaoPages: 3965 - 39759) Go Deep or Broad? Exploit Hybrid Network Architecture for Weakly Supervised Object Classification and LocalizationAuthor(s): Shan Gao, Guangqian Guo, Hanqiao Huang, C. L. Philip ChenPages: 3976 - 398910) GAReID: Grouped and Attentive High-Order Representation Learning for Person Re-IdentificationAuthor(s): Pingyu Wang, Fei Su, Zhicheng Zhao, Yanyun Zhao, Nikolaos V. BoulgourisPages: 3990 - 400411) Hierarchical Self-Distilled Feature Learning for Fine-Grained Visual CategorizationAuthor(s): Yutao Hu, Xiaolong Jiang, Xuhui Liu, Xiaoyan Luo, Yao Hu, Xianbin Cao, Baochang Zhang, Jun ZhangPages: 4005 - 401812) Position Fusing and Refining for Clear Salient Object DetectionAuthor(s): Xing Zhao, Haoran Liang, Ronghua LiangPages: 4019 - 402813) SAB Net: A Semantic Attention Boosting Framework for Semantic SegmentationAuthor(s): Xiaofeng Ding, Chaomin Shen, Tieyong Zeng, Yaxin PengPages: 4029 - 404114) Real-Time Semantic Segmentation via Spatial-Detail Guided Context PropagationAuthor(s): Shijie Hao, Yuan Zhou, Yanrong Guo, Richang Hong, Jun Cheng, Meng WangPages: 4042 - 405315) Generative Mixup Networks for Zero-Shot LearningAuthor(s): Bingrong Xu, Zhigang Zeng, Cheng Lian, Zhengming DingPages: 4054 - 406516) Polarity Loss: Improving Visual-Semantic Alignment for Zero-Shot DetectionAuthor(s): Shafin Rahman, Salman Khan, Nick BarnesPages: 4066 - 407817) Rethinking 3-D LiDAR Point Cloud SegmentationAuthor(s): Shijie Li, Yun Liu, Juergen GallPages: 4079 - 409018) CACNN: Capsule Attention Convolutional Neural Networks for 3D Object RecognitionAuthor(s): Kai Sun, Jiangshe Zhang, Shuang Xu, Zixiang Zhao, Chunxia Zhang, Junmin Liu, Junying HuPages: 4091 - 410219) Learning Selective Sensor Fusion for State EstimationAuthor(s): Changhao Chen, Stefano Rosa, Chris Xiaoxuan Lu, Bing Wang, Niki Trigoni, Andrew MarkhamPages: 4103 - 411720) Duality-Gated Mutual Condition Network for RGBT TrackingAuthor(s): Andong Lu, Cun Qian, Chenglong Li, Jin Tang, Liang WangPages: 4118 - 413121) IRFR-Net: Interactive Recursive Feature-Reshaping Network for Detecting Salient Objects in RGB-D ImagesAuthor(s): Wujie Zhou, Qinling Guo, Jingsheng Lei, Lu Yu, Jenq-Neng HwangPages: 4132 - 414422) Weakly Aligned Feature Fusion for Multimodal Object DetectionAuthor(s): Lu Zhang, Zhiyong Liu, Xiangyu Zhu, Zhan Song, Xu Yang, Zhen Lei, Hong QiaoPages: 4145 - 415923) Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question AnsweringAuthor(s): Jianjian Cao, Xiameng Qin, Sanyuan Zhao, Jianbing ShenPages: 4160 - 417124) Deep Selective Fusion of Visible and Near-Infrared Images Using Unsupervised U-NetAuthor(s): Qihui Han, Cheolkon JungPages: 4172 - 418325) Region-Object Relation-Aware Dense Captioning via TransformerAuthor(s): Zhuang Shao, Jungong Han, Demetris Marnerides, Kurt DebattistaPages: 4184 - 419526) VAG: A Uniform Model for Cross-Modal Visual-Audio Mutual GenerationAuthor(s): Wangli Hao, He Guan, Zhaoxiang ZhangPages: 4196 - 420827) Global–Local Multiple Granularity Learning for Cross-Modality Visible–Infrared Person ReidentificationAuthor(s): Liyan Zhang, Guodong Du, Fan Liu, Huawei Tu, Xiangbo ShuPages: 4209 - 421928) Pixel and Feature Transfer Fusion for Unsupervised Cross-Dataset Person ReidentificationAuthor(s): Yang Yang, Guan’an Wang, Prayag Tiwari, Hari Mohan Pandey, Zhen LeiPages: 4220 - 423229) Semantic Correlation Transfer for Heterogeneous Domain AdaptationAuthor(s): Ying Zhao, Shuang Li, Rui Zhang, Chi Harold Liu, Weipeng Cao, Xizhao Wang, Song TianPages: 4233 - 424530) Dynamic Neural Network Structure: A Review for its Theorie

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