A Geometric Theory for Binary Classification of Finite Datasets by DNNs with Relu Activations Xiao-Song Yang OriginalPaper Open access 26 April 2024 Article: 155
CFDepthNet: Monocular Depth Estimation Introducing Coordinate Attention and Texture Features Feng WeiJie ZhuJie Shen OriginalPaper Open access 24 April 2024 Article: 154
Investigating Deep Learning for Early Detection and Decision-Making in Alzheimer’s Disease: A Comprehensive Review Ghazala HciniImen JdeyHabib Dhahri ReviewPaper Open access 24 April 2024 Article: 153
An Overestimation Reduction Method Based on the Multi-step Weighted Double Estimation Using Value-Decomposition Multi-agent Reinforcement Learning Li-yang ZhaoTian-qing ChangJin-dun Ma OriginalPaper Open access 23 April 2024 Article: 152
Dissipativity Analysis of Memristive Inertial Competitive Neural Networks with Mixed Delays Jin YangJigui Jian OriginalPaper Open access 20 April 2024 Article: 151
Efficient Visual Metaphor Image Generation Based on Metaphor Understanding Chang SuXingyue WangYijiang Chen OriginalPaper Open access 16 April 2024 Article: 150
SSGAN: A Semantic Similarity-Based GAN for Small-Sample Image Augmentation Congcong MaJiaqi MiSha Tao OriginalPaper Open access 16 April 2024 Article: 149
Retraction Note: Application of Meta-Learning Framework Based on Multiple-Capsule Intelligent Neural Systems in Image Classification Qingjun WangGang WangHarry Wang Retraction Note Open access 11 April 2024 Article: 148
Retraction Note: A City Monitoring System Based on Real-Time Communication Interaction Module and Intelligent Visual Information Collection System Daming LiBin QinLianbing Deng Retraction Note Open access 11 April 2024 Article: 147
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Learning Reliable Dense Pseudo-Labels for Point-Level Weakly-Supervised Action Localization Yuanjie DangGuozhu ZhengRonghua Liang OriginalPaper Open access 10 April 2024 Article: 145
Novel GCN Model Using Dense Connection and Attention Mechanism for Text Classification Yinbin PengWei WuXiang Yu OriginalPaper Open access 09 April 2024 Article: 144
DialGNN: Heterogeneous Graph Neural Networks for Dialogue Classification Yan YanBo-Wen ZhangJun-yuan Liu OriginalPaper Open access 08 April 2024 Article: 143
Consensus Affinity Graph Learning via Structure Graph Fusion and Block Diagonal Representation for Multiview Clustering Zhongyan GuiJing YangCuicui Ye OriginalPaper Open access 08 April 2024 Article: 142
Semantic Spectral Clustering with Contrastive Learning and Neighbor Mining Nongxiao WangXulun YeQing Wang OriginalPaper Open access 07 April 2024 Article: 141
Retraction Note: Burn Image Recognition of Medical Images Based on Deep Learning: From CNNs to Advanced Networks Xianjun WuHeming ChenJinbo Huang Retraction Note Open access 04 April 2024 Article: 138
Retraction Note: Brain Tumor Segmentation Using Deep Learning and Fuzzy K-Means Clustering for Magnetic Resonance Images R. PitchaiP. SuprajaM. Madhavi Retraction Note Open access 04 April 2024 Article: 137
Efficient Bayesian CNN Model Compression using Bayes by Backprop and L1-Norm Regularization Ali Muhammad ShaikhYun-bo ZhaoYu Kang OriginalPaper Open access 04 April 2024 Article: 140
Hierarchical Patch Aggregation Transformer for Motion Deblurring Yujie WuLei LiangZhisheng Gao OriginalPaper Open access 04 April 2024 Article: 139
SGNNRec: A Scalable Double-Layer Attention-Based Graph Neural Network Recommendation Model Jing HeLe TangLi Cai OriginalPaper Open access 04 April 2024 Article: 136
Detection and Classification of Brain Tumor Using Convolution Extreme Gradient Boosting Model and an Enhanced Salp Swarm Optimization J. Jebastine OriginalPaper Open access 02 April 2024 Article: 135
A New Adaptive Robust Modularized Semi-Supervised Community Detection Method Based on Non-negative Matrix Factorization Mohammad GhadirianNooshin Bigdeli OriginalPaper Open access 02 April 2024 Article: 134
Human Gait Recognition Based on Frontal-View Walking Sequences Using Multi-modal Feature Representations and Learning Muqing DengZebang ZhongJunrong Liao OriginalPaper Open access 02 April 2024 Article: 133
Deep Self-Supervised Attributed Graph Clustering for Social Network Analysis Hu LuHaotian HongXia Geng OriginalPaper Open access 01 April 2024 Article: 130
Multi-Model UNet: An Adversarial Defense Mechanism for Robust Visual Tracking Wattanapong SuttapakJianfu ZhangLiqing Zhang OriginalPaper Open access 01 April 2024 Article: 132
Self-Enhanced Attention for Image Captioning Qingyu SunJuan ZhangYongbin Gao OriginalPaper Open access 01 April 2024 Article: 131
Deep Embedding Clustering Based on Residual Autoencoder Mengli LiChao CaoShuhong Yang OriginalPaper Open access 30 March 2024 Article: 127
Global Asymptotic Stability of Anti-Periodic Solutions of Time-Delayed Fractional Bam Neural Networks Münevver Tuz OriginalPaper Open access 30 March 2024 Article: 129
Central Attention with Multi-Graphs for Image Annotation Baodi LiuYan LiuWeifeng Liu OriginalPaper Open access 30 March 2024 Article: 128
Improved Lightweight Head Detection Based on GhostNet-SSD Hongtao HouMingzhen GuoZijiang Luo OriginalPaper Open access 29 March 2024 Article: 126
Power Optimization in Wireless Sensor Network Using VLSI Technique on FPGA Platform Saranya LeelakrishnanArvind Chakrapani OriginalPaper Open access 28 March 2024 Article: 125
Multipath Attention and Adaptive Gating Network for Video Action Recognition Haiping ZhangZepeng HuConghao Ma OriginalPaper Open access 27 March 2024 Article: 124
Reconstruction-Aware Kernelized Fuzzy Clustering Framework Incorporating Local Information for Image Segmentation Chengmao WuXiao Qi OriginalPaper Open access 27 March 2024 Article: 123
Extended dissipative criteria for delayed semi-discretized competitive neural networks B. AdhiraG. Nagamani OriginalPaper Open access 25 March 2024 Article: 122
Neural Data Augmentation for Legal Overruling Task: Small Deep Learning Models vs. Large Language Models Reshma SheikK. P. Siva SundaraS. Jaya Nirmala OriginalPaper Open access 23 March 2024 Article: 121
Causality-Driven Intra-class Non-equilibrium Label-Specific Features Learning Wenxin GeYibin WangYusheng Cheng OriginalPaper Open access 21 March 2024 Article: 120
Robustness analysis of exponential stability of fuzzy inertial neural networks through the estimation of upper limits of perturbations Wenxiang FangTao Xie OriginalPaper Open access 20 March 2024 Article: 119
Hyperspectral Image Classification Based on 3D–2D Hybrid Convolution and Graph Attention Mechanism Hui ZhangKaiping TuRuiqin Wang OriginalPaper Open access 20 March 2024 Article: 117
A Novel Distributed Process Monitoring Framework of VAE-Enhanced with Deep Neural Network Ming YinJiayi TianJijiao Jiang OriginalPaper Open access 20 March 2024 Article: 118
Intuitionistic Fuzzy Extreme Learning Machine with the Truncated Pinball Loss Qingyun GaoQing AiWenhui Wang OriginalPaper Open access 20 March 2024 Article: 116
Boundedness and Convergence of Mini-batch Gradient Method with Cyclic Dropconnect and Penalty Junling JingCai JinhangWenxia Zhang OriginalPaper Open access 19 March 2024 Article: 113
Detection of Image Tampering Using Deep Learning, Error Levels and Noise Residuals Sunen ChakrabortyKingshuk ChatterjeeParamita Dey OriginalPaper Open access 19 March 2024 Article: 112
CNN-based Methods for Offline Arabic Handwriting Recognition: A Review Mohsine El KhayatiIsmail KichYoussef Taouil ReviewPaper Open access 19 March 2024 Article: 115
Enhanced Coalescence Backdoor Attack Against DNN Based on Pixel Gradient Jianyao YinHonglong ChenYudong Gao OriginalPaper Open access 19 March 2024 Article: 114
Stabilization of Semi-Markovian Jumping Uncertain Complex-Valued Networks with Time-Varying Delay: A Sliding-Mode Control Approach Qiang LiHanqing WeiJunxian Yang OriginalPaper Open access 18 March 2024 Article: 111
CLSTM-SNP: Convolutional Neural Network to Enhance Spiking Neural P Systems for Named Entity Recognition Based on Long Short-Term Memory Network Qin DengXiaoliang ChenYajun Du OriginalPaper Open access 18 March 2024 Article: 109
A Feature Selection Method Based on Feature-Label Correlation Information and Self-Adaptive MOPSO Fei HanFanyu LiHaonan Zhang OriginalPaper Open access 18 March 2024 Article: 110
Deep Reinforcement Learning Model for Stock Portfolio Management Based on Data Fusion Haifeng LiMo Hai OriginalPaper Open access 17 March 2024 Article: 108
Multi-modal Domain Adaptation Method Based on Parameter Fusion and Two-Step Alignment Lan WuHan WangBinquan Li OriginalPaper Open access 15 March 2024 Article: 107
An Adaptive Learning Rate Deep Learning Optimizer Using Long and Short-Term Gradients Based on G–L Fractional-Order Derivative Shuang ChenChanglun ZhangHaibing Mu OriginalPaper Open access 15 March 2024 Article: 106
