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IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
Papers
7559
Citations
72350
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Journal Papers
7553
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Journal Papers
7553
Publication Date
Publication Date
IF
Citations
SketchDiff: Progressive Diffusion for Photorealistic Portrait Generation From Rough Sketches
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-25
0
PRE
AI
Chenlu Yang; Dapeng Zhang; Lei Xing; Quanjian Song; Cong Wang; Fei Shen
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Efficient Invariant Representation Learning Based on Cauchy–Schwarz Divergence
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-23
0
PRE
AI
Lei Wang; Shuo Ye; Qinmu Peng; Shujian Yu; Xinge You; Shiming Chen
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Mixture of Lie-Group Kernels for Equivariance-Inspired Feature Learning
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-23
0
PRE
AI
Yaoxian Yang; Guipeng Lan; Shuai Xiao; Jiabao Wen; Jiachen Yang; Wen Lu; Baihua Li; Qinggang Meng; Xinbo Gao
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Low-Rankness Enhanced Robust Tensor Principal Component Analysis: A Nonlinear Monotonic Function Approach
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-22
0
PRE
AI
Weidong Zhang; Yan Song; Derui Ding; Feng Tian
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SIEFormer: Spectral-Interpretable and -Enhanced Transformer for Generalized Category Discovery
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-22
0
PRE
AI
Chunming Li; Shidong Wang; Tong Xin; Haofeng Zhang
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Spatial–Semantic Attention Network With Adaptive Similarity Perception and Memory for Efficient Zero-Shot Object-Goal Visual Navigation
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-22
0
PRE
AI
Zihao Dong; Hao Wan; Runmin Cong; Xizhan Gao; Xiuli Shao; Sam Kwong
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DTAgent: Dynamic Time-Series Agent for Industrial Anomaly Detection
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-22
0
PRE
AI
Lei Ren; Jingwei Guo; Haiteng Wang; Yusheng Kong; Shixiang Li
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TSCNet: A Trend–Seasonality Coupled Network for Efficient Multivariate Time Series Forecasting
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-18
0
PRE
AI
Ziqiong Li; Heyu Chai; Xinru Liu; Shengjun Liu
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DIFF-MF: A Difference-Driven Channel-Spatial State Space Model for Multimodal Image Fusion
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-18
0
PRE
AI
Yiming Sun; Zifan Ye; Qinghua Hu; Pengfei Zhu
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Hybrid Model-Based and Data-Driven Trajectory Tracking Control for Flapping-Wing Microaerial Vehicles
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-16
0
PRE
AI
Zhongqi Lu; Zhijie Liu; Hang Zhong; Hui Zhang; Wei He; Yaonan Wang
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CLMER: A Framework for Contrastive Learning-Based Multimodal Emotion Recognition
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-16
0
PRE
AI
Shuang Niu; Jian He; Yu Liang; Xiyuan Hu; Shahid Mumtaz; Kaixin Wang; Tianhao Peng; Chenlong Zhang; Zaitian Wang
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Focus Where It Counts: A Salience-Driven Vision-Language Model for Low Vision Assistance
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-15
0
PRE
AI
Jiazhao Liang; Hao Huang; Shuaihang Yuan; Congcong Wen; Geeta Chandra Raju Bethala; Giles Hamilton-Fletcher; Yu Hao; John-Ross Rizzo; Mengyu Wang; Anthony Tzes; Yi Fang
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Dual-Constraint Optimization of Mouse V1 Modeling: Integrating Sparsity and Excitation–Inhibition Balance for Improved Representational Similarity With DNNs
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-14
0
PRE
AI
Luntian Mou; Siqi Zhen; Peize Li; Wenjie Chen; Lei Ma; Nan Ma; Tiejun Huang
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Spectral Manifold Variational Network for Hyperspectral Superresolution With Spectral Variability
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-11
0
PRE
AI
Fei Ye; Peng Zheng; Yang Xu; Tianming Zhan; Peixian Zhuang; Chao Xu; Zhihui Wei; Jun Li; Antonio Plaza; Zebin Wu
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Federated Prototype Learning for Cardiovascular Diseases Recognition Under Non-Independent and Non-Identically Distributed Heart Sounds
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-11
0
PRE
AI
Yifan Feng; Wanyong Qiu; Haojie Zhang; Ruobing Li; Yi Chang; Kun Qian; Bin Hu; Björn W. Schuller; Yoshiharu Yamamoto
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Unsupervised Variational Posterior Learning for Mosaic-Based Hyperspectral Fusion Imaging
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-11
0
PRE
AI
Nan Wang; Renwei Dian; Anjing Guo; Jinyang Liu; Shutao Li
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Hybrid Conditional Diffusion With Implicit Repair for Incomplete Multiview Clustering
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-10
0
PRE
AI
Weiqing Yan; Kanglong Liu; Chang Tang; Zhaowei Liu
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Enhanced SAR Ship Detection Using Multiscale Neighborhood Correlation and Self-Supervised Constraint
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-10
0
PRE
AI
Lei Li; Yiran Wang; Chaoran Cui; Ke Ren; Junmei Feng; Xue Lin
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COFM: Consistent Optimal Transport Flow Matching via Partially Input Convex Neural Networks
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-09
0
PRE
AI
Fanghui Song; Zhongjian Wang; Jiebao Sun
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Learning Stable Subgoal Representation in Hierarchical Reinforcement Learning With Causal Factorization
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2026-09-09
0
PRE
AI
Yibo Zhang; Dengpeng Xing; Tielin Zhang
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