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Signal decoders

EMP: Enhanced Multi-modal Prediction for fashion sales using Fourier Mapping and ERP-based contrastive learning

Sanguk Park, Byungyoon Park, [ ... ], Wooju Kim

STGAD: Self-temporal generative adversarial framework with transformer attention for unsupervised multivariate time-series anomaly detection and localization

Xiao Liao, Wei Deng, Hongyue Ma, Yihan Mu

LiteCrackSeg: A lightweight hybrid CNN–transformer for efficient crack segmentation

Kaleb Amsalu Gobena, MD Youshuf Khan Rakib, [ ... ], Shengbing Ren

Coding for channels with intermittent feedback and its security analysis

Jianwen Yang, Qiang Huang, Yating Lin

Residual-aided CSI-free end-to-end learning for multiuser MIMO

Emmanuel Ampoma Affum, Osumanu Futa, Maxwell Afriyie Oppong, Daniel Owusu Biney

A lightweight and robust method for electrocardiogram anomaly detection and localization using multi-scale masked autoencoder

Ya Zhou, Yujie Yang, [ ... ], Wei Zhao

Circuit explained: How does a transformer perform compositional generalization

Cheng Tang, Brenden Lake, Mehrdad Jazayeri

Dual contrastive learning-based reconstruction for anomaly detection in attributed networks

Hossein Rafieizadeh, Hadi Zare, Mohsen Ghassemi Parsa, Hocine Cherifi

Conditional VAE for personalized neurofeedback in cognitive training

Imad Eddine Tibermacine, Samuele Russo, [ ... ], Christian Napoli

Automatic modulation classification method using fixed K-means algorithm for feature clustering processing

Li Yuan, Yang Chen

FocusGate-Net: A dual-attention guided MLP-convolution hybrid network for accurate and efficient medical image segmentation

Şafak Kılıç

A syllable-character collaborative model for enhanced Pinyin and Chinese recognition

Zeyuan Chen, Cheng Zhong, Danyang Chen

Simultaneous optimized orthogonal matching pursuit with application to ECG compression

Laura Rebollo-Neira

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