Journal: Neural Processing Letters

Volume 56, Issue 3

149 -- 0Congcong Ma 0006, Jiaqi Mi, Wanlin Gao, Sha Tao. SSGAN: A Semantic Similarity-Based GAN for Small-Sample Image Augmentation
150 -- 0Chang Su 0006, Xingyue Wang, Shupin Liu, Yijiang Chen. Efficient Visual Metaphor Image Generation Based on Metaphor Understanding
151 -- 0Jin Yang, Jigui Jian. Dissipativity Analysis of Memristive Inertial Competitive Neural Networks with Mixed Delays
152 -- 0Li-yang Zhao, Tian-qing Chang, Li-bin Guo, Jie Zhang, Lei Zhang, Jin-dun Ma. An Overestimation Reduction Method Based on the Multi-step Weighted Double Estimation Using Value-Decomposition Multi-agent Reinforcement Learning
153 -- 0Ghazala Hcini, Imen Jdey, Habib Dhahri. Investigating Deep Learning for Early Detection and Decision-Making in Alzheimer's Disease: A Comprehensive Review
154 -- 0Feng Wei, Jie Zhu, Huibin Wang, Jie Shen 0004. CFDepthNet: Monocular Depth Estimation Introducing Coordinate Attention and Texture Features
155 -- 0Xiao-Song Yang. A Geometric Theory for Binary Classification of Finite Datasets by DNNs with Relu Activations
156 -- 0Xinyi Chang, Chunyu Du, Xinjing Song, Weifeng Liu 0001, Yanjiang Wang 0001. Target Oriented Dynamic Adaption for Cross-Domain Few-Shot Learning
157 -- 0Claudio Filipi Gonçalves dos Santos, João Paulo Papa. Rethinking Regularization with Random Label Smoothing
158 -- 0Yuge Xu, Chuanlong Lyu. Class-Balanced Regularization for Long-Tailed Recognition
159 -- 0Yongshuai Zhang, Jiajin Huang, Jian Yang 0016. Disentangled Variational Autoencoder for Social Recommendation
160 -- 0Haowei Chen, Chen Li 0033, Jiajing Liang, Lihua Tian. A Dialogues Summarization Algorithm Based on Multi-task Learning
161 -- 0Harsha Putla, Chanakya Patibandla, Krishna Pratap Singh, P. Nagabhushan. A Pilot Study of Observation Poisoning on Selective Reincarnation in Multi-Agent Reinforcement Learning
162 -- 0Yunyun Wang, Qinghao Li, Ziyi Hua. Dual Classifier Adaptation: Source-Free UDA via Adaptive Pseudo-Labels Learning
163 -- 0Manu Augustine, Om Prakash Yadav, Ashish Nayyar, Dheeraj Joshi. Use of a Modified Threshold Function in Fuzzy Cognitive Maps for Improved Failure Mode Identification
164 -- 0Sameer Poongadan, M. C. Lineesh. Non-linear Time Series Prediction using Improved CEEMDAN, SVD and LSTM
165 -- 0Zuqin Chen, Yujie Zheng, Jike Ge, Wencheng Yu, Zining Wang. A Parallel Model for Jointly Extracting Entities and Relations
166 -- 0Kyungdeuk Ko, Donghyeon Kim, Kyungseok Oh, Hanseok Ko. WaveVC: Speech and Fundamental Frequency Consistent Raw Audio Voice Conversion
167 -- 0Shuangmei Wang, Yang Cao, Tieru Wu. TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning
168 -- 0Jingyu Zhao 0015, Ruwei Li, Maocun Tian, Weidong An. Multi-view Self-supervised Learning and Multi-scale Feature Fusion for Automatic Speech Recognition
169 -- 0Chao Huang, Zhao Kang 0001, Hong Wu. A Prototype-Based Neural Network for Image Anomaly Detection and Localization
170 -- 0Peng Guo, Shuguo Pan, Peng Hu, Ling Pei, Baoguo Yu. Unsupervised Domain Adaptation Depth Estimation Based on Self-attention Mechanism and Edge Consistency Constraints
171 -- 0Qian Lang, Jing Xu, Huiwen Zhang, Zhengxin Wang. Pinning Group Consensus of Multi-agent Systems Under DoS Attacks
172 -- 0Xin Ye, Xiang Tian 0002, Bolun Zheng, Fan Zhou 0007, Yaowu Chen. A Unified Asymmetric Knowledge Distillation Framework for Image Classification
173 -- 0Lei Xia, Jianfeng Tang, Guangli Li, Jun Fu, Shukai Duan, Lidan Wang. Time Series Classification Based on Forward Echo State Convolution Network
174 -- 0Jiawei Luo, Lei Yu, Bangshu Xiong. Hyperbolic Tangent-Type Variant-Parameter and Robust ZNN Solutions for Resolving Time-Variant Sylvester Equation in Preassigned-Time
175 -- 0Qi An, Shan Jiang. Sub-One Quasi-Norm-Based k-Means Clustering Algorithm and Analyses

Volume 56, Issue 2

46 -- 0Muhammet Emre Sanci, Gülay Öke Günel. Neural Network Based Adaptive Inverse Optimal Control for Non-Affine Nonlinear Systems
47 -- 0P. R. Joe Dhanith, B. Surendiran, G. Rohith 0003, Sujithra Kanmani, K. Valli Devi. A Sparse Self-Attention Enhanced Model for Aspect-Level Sentiment Classification
50 -- 0P. Babu Dhivakaran, M. Gowrisankar, A. Vinodkumar. Bipartite Synchronization of Fractional Order Multiple Memristor Coupled Delayed Neural Networks with Event Triggered Pinning Control
59 -- 0Hao Wang, Xiaojun Bi 0002, Changdong Yu. Stronger Heterogeneous Feature Learning for Visible-Infrared Person Re-Identification
61 -- 0Yu Wu, Niansheng Chen, Guangyu Fan, Dingyu Yang, Lei Rao, Songlin Cheng, Xiaoyong Song, Yiping Ma 0008. NAVS: A Neural Attention-Based Visual SLAM for Autonomous Navigation in Unknown 3D Environments
68 -- 0Zi-Long Liu, Bing Tan 0006. Research on Event Target Recognition Based on DRUNet and Multi-scale Attention
74 -- 0Yixiao Xiang, Lihua Tian, Chen Li 0033. A Domain Adaptive Semantic Segmentation Method Using Contrastive Learning and Data Augmentation
76 -- 0V. Gokulakrishnan, R. Srinivasan, M. Syed Ali 0001, Grienggrai Rajchakit, Bandana Priya. Novel LMI-Based Boundary Stabilization of Stochastic Delayed Reaction-Diffusion Cohen-Grossberg BAM Neural Networks with Impulsive Effects
80 -- 0Baturay Saglam, Furkan B. Mutlu, Dogan C. Cicek, Suleyman Serdar Kozat. Parameter-Free Reduction of the Estimation Bias in Deep Reinforcement Learning for Deterministic Policy Gradients
84 -- 0Hongliang Zhang 0003, Yuteng Zhang, Rui Wang 0081, Haiyang Pan, Bin Chen. Non-Uniformly Weighted Multisource Domain Adaptation Network For Fault Diagnosis Under Varying Working Conditions
88 -- 0Jian Chen, Shilin Ye, Zhuwu Jiang, Zhenghan Fang. Image Deblurring Using Feedback Mechanism and Dual Gated Attention Network
100 -- 0Paulo A. Salgado, T.-P. Azevedo-Perdicoúlis. Multi-back-propagation Algorithm for Signal Neural Network Decomposition
108 -- 0Haifeng Li 0006, Mo Hai. Deep Reinforcement Learning Model for Stock Portfolio Management Based on Data Fusion
115 -- 0Mohsine Elkhayati, Ismail Kich, Youssef Taouil. CNN-based Methods for Offline Arabic Handwriting Recognition: A Review
120 -- 0Wenxin Ge, Yibin Wang 0002, Yuting Xu, Yusheng Cheng. Causality-Driven Intra-class Non-equilibrium Label-Specific Features Learning
124 -- 0Haiping Zhang, Zepeng Hu, Dongjin Yu, Liming Guan, Xu Liu, Conghao Ma. Multipath Attention and Adaptive Gating Network for Video Action Recognition
125 -- 0Saranya Leelakrishnan, Arvind Chakrapani. Power Optimization in Wireless Sensor Network Using VLSI Technique on FPGA Platform
132 -- 0Wattanapong Suttapak, Jianfu Zhang 0003, Haohuo Zhao, Liqing Zhang 0001. Multi-Model UNet: An Adversarial Defense Mechanism for Robust Visual Tracking
134 -- 0Mohammad Ghadirian, Nooshin Bigdeli 0001. A New Adaptive Robust Modularized Semi-Supervised Community Detection Method Based on Non-negative Matrix Factorization
137 -- 0. Retraction Note: Brain Tumor Segmentation Using Deep Learning and Fuzzy K-Means Clustering for Magnetic Resonance Images
138 -- 0. Retraction Note: Burn Image Recognition of Medical Images Based on Deep Learning: From CNNs to Advanced Networks
142 -- 0Zhongyan Gui, Jing Yang 0010, Zhiqiang Xie, Cuicui Ye. Consensus Affinity Graph Learning via Structure Graph Fusion and Block Diagonal Representation for Multiview Clustering
143 -- 0Yan Yan, Bo-Wen Zhang, Peng-hao Min, Guanwen Ding, Jun-yuan Liu. DialGNN: Heterogeneous Graph Neural Networks for Dialogue Classification
146 -- 0. Retraction Note: Intelligent Crime Prevention and Control Big Data Analysis System Based on Imaging and Capsule Network Model
147 -- 0. Retraction Note: A City Monitoring System Based on Real-Time Communication Interaction Module and Intelligent Visual Information Collection System
148 -- 0. Retraction Note: Application of Meta-Learning Framework Based on Multiple-Capsule Intelligent Neural Systems in Image Classification

Volume 56, Issue 1

1 -- 0Hongyun Cai 0001, Jie Meng, Shilin Yuan, Jichao Ren. A Robust Sequential Recommendation Model Based on Multiple Feedback Behavior Denoising and Trusted Neighbors
2 -- 0Xujian Qiao, Lei Xing 0005, Anxun Han, Weifeng Liu 0001, Baodi Liu. Simplified Multi-head Mechanism for Few-Shot Remote Sensing Image Classification
3 -- 0Shiwei Gao, Yufeng Zeng, Xiaochao Dang 0001, Xiaohui Dong. SR-MACL: Session-Based Recommendation with Multi-layer Aggregation Augmentation in Contrastive Learning
4 -- 0Veerababu Addanki, Dhanvanth Reddy Yerramreddy, Sathvik Durgapu, Sasi Sai Nadh Boddu, Vyshnav Durgapu. Enhancing Semi Supervised Semantic Segmentation Through Cycle-Consistent Label Propagation in Video
5 -- 0Murat Genç. An Enhanced Extreme Learning Machine Based on Square-Root Lasso Method
6 -- 0Pingping Cai, Zhefei Cai, Yingle Fan, Wei Wu. Image Contour Detection Based on Visual Pathway Information Transfer Mechanism
7 -- 0Le A. Tuan. ∞ Finite-Time Boundedness and Finite-Time Stability for Discrete-Time Neural Networks with Leakage Time-Varying Delay
8 -- 0Martin Pasen, Vladimír Boza. Merging of Neural Networks
9 -- 0Liyan Xiong, Xinhua Yuan, Zhuyi Hu, Xiaohui Huang, Peng Huang. Gated Fusion Adaptive Graph Neural Network for Urban Road Traffic Flow Prediction
10 -- 0Yongkun Li, Weiwei Qi. Besicovitch Almost Anti-periodic Solution of Octonion-Valued Cohen-Grossberg Neural Networks with Delays on Time Scales
11 -- 0Haofei Yuan, Hongqing Zhu, Suyi Yang, Ziying Wang, Nan Wang. RII-GAN: Multi-scaled Aligning-Based Reversed Image Interaction Network for Text-to-Image Synthesis
12 -- 0Ahamad Navid Ghanizadeh, Kamaledin Ghiasi-Shirazi, Reza Monsefi, Mohammadreza Qaraei. Neural Generalization of Multiple Kernel Learning
13 -- 0Mingxin Dai, Jidong Yuan, Haiyang Liu, Jinfeng Wang. TSCF: An Improved Deep Forest Model for Time Series Classification
14 -- 0Yuanda Yue, Ling Mi, Chuan Chen, Yanqing Yang. Predefined-Time Stability-Based Zeroing Neural Networks and Their Application in Solving the Lyapunov Equation
15 -- 0Tao Wang, Bo Shen 0004, Jinglin Zhang, Yu Zhong. Knowledge Graph Embedding via Triplet Component Interactions
16 -- 0Ruowang Yu, Yu Xin, Yihong Dong, Jiangbo Qian. A Graph Contrastive Learning Model Based on Structural and Semantic View for HIN Recommendation
17 -- 0Bin Zhao, Bin Li, Jiqun Zhang, Wei Cao, Yilong Gao. DCLGM: Fusion Recommendation Model Based on LightGBM and Deep Learning
18 -- 0Xuzhen Deng, Dengxu He, Liangdong Qu. A Multi-strategy Enhanced Arithmetic Optimization Algorithm and Its Application in Path Planning of Mobile Robots
19 -- 0Chengwu Qian, Jiangbo Qian, Chong Wang, Xulun Ye, Caiming Zhong. A Vision Enhancement and Feature Fusion Multiscale Detection Network
20 -- 0Guoshu Li, Li Yang, Sichang Bai, Xinyu Song, Yijun Ren, Shanqiang Liu. BIKAGCN: Knowledge-Aware Recommendations Under Bi-layer Graph Convolutional Networks
21 -- 0Qun Huang, Yue Yu, Jinde Cao. Projective Synchronization of Inertial Quaternion-Valued Neural Networks via Non-reduced Order Approach
22 -- 0Nguyen Thi Thanh Huyen, Tran Ngoc Tuan, Mai Viet Thuan, Nguyen Truong Thanh. Event-triggered finite-time dissipative control for fractional-order neural networks with uncertainties
23 -- 0Jing Zhou, Zixin Gong, Junchi Zhang. Improving 3D Object Detection with Context-Aware and Dimensional Interaction Attention
24 -- 0E. Jiawei, Yinglong Zhang, Shangying Yang, Hong Wang, Xuewen Xia, Xing Xu. GraphSAGE++: Weighted Multi-scale GNN for Graph Representation Learning
25 -- 0Fei Zhao, Qing Ai, Xiangna Li, Wenhui Wang, Qingyun Gao, Yichun Liu. TLC-XML: Transformer with Label Correlation for Extreme Multi-label Text Classification
26 -- 0Kai Zhou, Chuanhe Tan, Yi Zhao, Junyuan Yu, Zhilong Zhang, Yanqiang Wu. Research on Solving Flexible Job Shop Scheduling Problem Based on Improved GWO Algorithm SS-GWO
27 -- 0Yiqing Fan, Chaoqun Hong, Guanghui Zeng, Lijuan Liu. A Deep Convolutional Encoder-Decoder-Restorer Architecture for Image Deblurring
28 -- 0Hanie Alirezapour, Najme Mansouri, Behnam Mohammad Hasani Zade. A Comprehensive Survey on Feature Selection with Grasshopper Optimization Algorithm
29 -- 0Hai-sheng Li, Yan-Ling Lu. Sparse Embedded Convolution Based Dual Feature Aggregation 3D Object Detection Network
30 -- 0Minzhi Xie, Qianxue Wang, Simin Yu. Time Series Prediction of ESN Based on Chebyshev Mapping and Strongly Connected Topology
31 -- 0FangChen Zhang, Shengwei Tian, Long Yu, Qimeng Yang. Multi-channels Prototype Contrastive Learning with Condition Adversarial Attacks for Few-shot Event Detection
32 -- 0Tianhao Wang, Sheng Wu, Fen Yi, Li-Dan Kuang, You Wang, Jin Zhang. Hybrid Prompt Recommendation Explanation Generation combined with Graph Encoder
33 -- 0Hengkui Dong, Xianzhong Long, Yun Li 0009. Synthetic Hard Negative Samples for Contrastive Learning
34 -- 0Junjie Liu, Rongxin Jiang 0001, Xuesong Liu, Fan Zhou 0007, Yaowu Chen, Chen Shen 0003. Large-Scale Clustering on 100 M-Scale Datasets Using a Single T4 GPU via Recall KNN and Subgraph Segmentation
35 -- 0Qunpo Liu, Jingwen Zhang, Yi Zhao, Xuhui Bu, Naohiko Hanajima. A YOLOX Object Detection Algorithm Based on Bidirectional Cross-scale Path Aggregation
36 -- 0Qiuling Chen, Ayong Ye, Yuexin Zhang, Jianwei Chen, Chuan Huang. Information-Minimizing Generative Adversarial Network for Fair Generation and Classification
37 -- 0Qingsong Cai, Yongchang Zhang. LeCaSiM: Learning Causal Structure via Inverse of M-Matrices with Adjustable Coefficients
38 -- 0Yueli Huang, Ailong Wu, Jin-E Zhang. Exponential Stability of Stochastic Time-Delay Neural Networks with Random Delayed Impulses
39 -- 0S. Chandrakala, Akhilandeswari Pidikiti, P. V. N. Sai Mahathi. Spectro Temporal Fusion with CLSTM-Autoencoder based approach for Anomalous Sound Detection
40 -- 0Wen Wen, Shiyuan Wu, Ruichu Cai, Zhifeng Hao. Cross-KG Link Prediction by Learning Substructural Semantics