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Signal decoders

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

Deep learning-based improved side-channel attacks using data denoising and feature fusion

Hai Huang, Jinming Wu, [ ... ], Bin Yu

Semi-supervised emotion-driven music generation model based on category-dispersed Gaussian Mixture Variational Autoencoders

Zihao Ning, Xiao Han, Jie Pan

MAGT-toll: A multi-agent reinforcement learning approach to dynamic traffic congestion pricing

Jiaming Lu, Chuanyang Hong, Rui Wang

Exploring unsupervised feature extraction of IMU-based gait data in stroke rehabilitation using a variational autoencoder

Richard Felius, Michiel Punt, [ ... ], Jaap van Dieën

Diffusion model-based image generation from rat brain activity

Kotaro Yamashiro, Nobuyoshi Matsumoto, Yuji Ikegaya

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