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Multi-objective Evolutionary Neural Architecture Search for Recurrent Neural Networks Reinhard BooysenAnna Sergeevna Bosman OriginalPaper Open access 18 June 2024 Article: 200
A Random Focusing Method with Jensen–Shannon Divergence for Improving Deep Neural Network Performance Ensuring Architecture Consistency Wonjik Kim OriginalPaper Open access 17 June 2024 Article: 199
Add-Vit: CNN-Transformer Hybrid Architecture for Small Data Paradigm Processing Jinhui ChenPeng WuJia Liang OriginalPaper Open access 07 June 2024 Article: 198
Knowledge Distillation Based on Narrow-Deep Networks Yan ZhouZhiqiang WangJianxun Li OriginalPaper Open access 06 June 2024 Article: 197
Nested Entity Recognition Method Based on Multidimensional Features and Fuzzy Localization Hua ZhaoXueyang BaiXuemei Bai OriginalPaper Open access 04 June 2024 Article: 196
Capsule Network Based on Double-layer Attention Mechanism and Multi-scale Feature Extraction for Remaining Life Prediction Zhiwu ShangZehua FengHongchuan Cheng OriginalPaper Open access 03 June 2024 Article: 195
Temporal Diversity-Aware Micro-Video Recommendation with Long- and Short-Term Interests Modeling Pan GuHaiyang HuGuandong Xu OriginalPaper Open access 03 June 2024 Article: 194
SpanEffiDet: Span-Scale and Span-Path Feature Fusion for Object Detection Qunpo LiuYi ZhaoNaohiko Hanajima OriginalPaper Open access 02 June 2024 Article: 193
GPINN with Neural Tangent Kernel Technique for Nonlinear Two Point Boundary Value Problems Navnit JhaEkansh Mallik OriginalPaper Open access 31 May 2024 Article: 192
Quantized Iterative Learning Bipartite Containment Tracking Control for Unknown Nonlinear Multi-agent Systems Ruikun ZhangShangyu SangXue Lin OriginalPaper Open access 29 May 2024 Article: 191
Multichannel Multimodal Emotion Analysis of Cross-Modal Feedback Interactions Based on Knowledge Graph Shaohua DongXiaochao FanXinchun Ma OriginalPaper Open access 29 May 2024 Article: 190
Enhancing Document Information Selection Through Multi-Granularity Responses for Dialogue Generation Meiqi WangKangyu QiaoXiaojie Wang OriginalPaper Open access 28 May 2024 Article: 189
Neural Circuit Policies for Virtual Character Control Waleed RazzaqKashif Raza OriginalPaper Open access 28 May 2024 Article: 188
An Observer-Based Topology Identification and Synchronization in Finite Time for Fractional Singularly Perturbed Complex Networks via Dynamic Event-Triggered Control Lingyan WangHuaiqin WuJinde Cao OriginalPaper Open access 28 May 2024 Article: 187
Dual-Channel Autoencoder with Key Region Feature Enhancement for Video Anomalous Event Detection Qing YeZihan SongYongmei Zhang OriginalPaper Open access 28 May 2024 Article: 186
Sample-Adaptive Classification Inference Network Juan YangGuanghong ZhouLixia Xue OriginalPaper Open access 28 May 2024 Article: 185
Hierarchical Reinforcement Learning from Demonstration via Reachability-Based Reward Shaping Xiaozhu GaoJinhui LiuLingling An OriginalPaper Open access 27 May 2024 Article: 184
A Point-Cluster-Partition Architecture for Weighted Clustering Ensemble Na LiSen XuNa Cai OriginalPaper Open access 27 May 2024 Article: 183
Multi-view Multi-label Learning with Shared Features Inconsistency Qingyan LiYusheng Cheng OriginalPaper Open access 22 May 2024 Article: 182
LCTCS: Low-Cost and Two-Channel Sparse Network for Hyperspectral Image Classification Jie SunJing YangJianjun Hu OriginalPaper Open access 22 May 2024 Article: 181
Distantly Supervised Relation Extraction Based on Residual Attention and Self Learning Zhiyun ZhengYamei XuDun Li OriginalPaper Open access 21 May 2024 Article: 180
Pattern Control of Neural Networks with Two-Dimensional Diffusion and Mixed Delays Yifeng LuanMin XiaoJinde Cao OriginalPaper Open access 21 May 2024 Article: 179
Speeding up the Training of Neural Networks with the One-Step Procedure Wajd MeskiniAlexandre BrousteNicolas Dugué OriginalPaper Open access 21 May 2024 Article: 178
Multi-step Transfer Learning in Natural Language Processing for the Health Domain Thokozile ManakaTerence Van ZylAlisha Wade OriginalPaper Open access 20 May 2024 Article: 177
DynamicAug: Enhancing Transfer Learning Through Dynamic Data Augmentation Strategies Based on Model State Xinyi YuHaodong ZhaoLinlin Ou OriginalPaper Open access 20 May 2024 Article: 176
Sub-One Quasi-Norm-Based k-Means Clustering Algorithm and Analyses Qi AnShan Jiang OriginalPaper Open access 13 May 2024 Article: 175
Hyperbolic Tangent-Type Variant-Parameter and Robust ZNN Solutions for Resolving Time-Variant Sylvester Equation in Preassigned-Time Jiawei LuoLei YuBangshu Xiong OriginalPaper Open access 13 May 2024 Article: 174
Time Series Classification Based on Forward Echo State Convolution Network Lei XiaJianfeng TangLidan Wang OriginalPaper Open access 11 May 2024 Article: 173
A Unified Asymmetric Knowledge Distillation Framework for Image Classification Xin YeXiang TianYaowu Chen OriginalPaper Open access 10 May 2024 Article: 172
Pinning Group Consensus of Multi-agent Systems Under DoS Attacks Qian LangJing XuZhengxin Wang OriginalPaper Open access 10 May 2024 Article: 171
Unsupervised Domain Adaptation Depth Estimation Based on Self-attention Mechanism and Edge Consistency Constraints Peng GuoShuguo PanBaoguo Yu OriginalPaper Open access 09 May 2024 Article: 170
Use of a Modified Threshold Function in Fuzzy Cognitive Maps for Improved Failure Mode Identification Manu AugustineOm Prakash YadavDheeraj Joshi OriginalPaper Open access 09 May 2024 Article: 163
A Prototype-Based Neural Network for Image Anomaly Detection and Localization Chao HuangZhao KangHong Wu OriginalPaper Open access 08 May 2024 Article: 169
Multi-view Self-supervised Learning and Multi-scale Feature Fusion for Automatic Speech Recognition Jingyu ZhaoRuwei LiWeidong An OriginalPaper Open access 08 May 2024 Article: 168
TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning Shuangmei WangYang CaoTieru Wu OriginalPaper Open access 08 May 2024 Article: 167
WaveVC: Speech and Fundamental Frequency Consistent Raw Audio Voice Conversion Kyungdeuk KoDonghyeon KimHanseok Ko OriginalPaper Open access 08 May 2024 Article: 166
A Parallel Model for Jointly Extracting Entities and Relations Zuqin ChenYujie ZhengZining Wang OriginalPaper Open access 07 May 2024 Article: 165
Non-linear Time Series Prediction using Improved CEEMDAN, SVD and LSTM Sameer PoongadanM. C. Lineesh OriginalPaper Open access 06 May 2024 Article: 164
Dual Classifier Adaptation: Source-Free UDA via Adaptive Pseudo-Labels Learning Yunyun WangQinghao LiZiyi Hua OriginalPaper Open access 04 May 2024 Article: 162
A Pilot Study of Observation Poisoning on Selective Reincarnation in Multi-Agent Reinforcement Learning Harsha PutlaChanakya PatibandlaP Nagabhushan OriginalPaper Open access 02 May 2024 Article: 161
A Dialogues Summarization Algorithm Based on Multi-task Learning Haowei ChenChen LiLihua Tian OriginalPaper Open access 02 May 2024 Article: 160
Disentangled Variational Autoencoder for Social Recommendation Yongshuai ZhangJiajin HuangJian Yang OriginalPaper Open access 29 April 2024 Article: 159
Class-Balanced Regularization for Long-Tailed Recognition Yuge XuChuanlong Lyu OriginalPaper Open access 29 April 2024 Article: 158
Rethinking Regularization with Random Label Smoothing Claudio Filipi Gonçalves dos SantosJoão Paulo Papa OriginalPaper Open access 27 April 2024 Article: 157
Target Oriented Dynamic Adaption for Cross-Domain Few-Shot Learning Xinyi ChangChunyu DuYanjiang Wang OriginalPaper Open access 27 April 2024 Article: 156
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