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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, Seohyun Lee, Subin Shin, Wooju Kim

published 16 Jun 2026

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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

published 21 May 2026

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

Kaleb Amsalu Gobena, MD Youshuf Khan Rakib, Fiseha Berhanu Tesema, Galana Fekadu Asafa, Shengbing Ren

published 30 Apr 2026

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Coding for channels with intermittent feedback and its security analysis

Jianwen Yang, Qiang Huang, Yating Lin

published 29 Apr 2026

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

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

published 24 Apr 2026

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

Ya Zhou, Yujie Yang, Jianhuang Gan, Xiangjie Li, Jing Yuan, Wei Zhao

published 17 Mar 2026

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Circuit explained: How does a transformer perform compositional generalization

Cheng Tang, Brenden Lake, Mehrdad Jazayeri

published 04 Feb 2026

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

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

published 24 Nov 2025

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Conditional VAE for personalized neurofeedback in cognitive training

Imad Eddine Tibermacine, Samuele Russo, Gianmarco Scarano, Giancarlo Tedesco, Abdelaziz Rabehi, Amel Ali Alhussan, Doaa Sami Khafaga, Marwa M. Eid, El-Sayed M. El-kenawy, Christian Napoli

published 31 Oct 2025

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

Li Yuan, Yang Chen

published 14 Oct 2025

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

Şafak Kılıç

published 25 Sep 2025

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

Zeyuan Chen, Cheng Zhong, Danyang Chen

published 07 Jul 2025

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Simultaneous optimized orthogonal matching pursuit with application to ECG compression

Laura Rebollo-Neira

published 11 Jun 2025

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