contrastive learning 1denoising autoencoder 1perturbation robustness 1pretrained language models 1sentence embeddings 1
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cs.LG2025
MPEC: Manifold-Preserved EEG Classification via an Ensemble of Clustering-Based Classifiers
Shermin Shahbazi, Mohammad-Reza Nasiri, Majid Ramezani
Accurate classification of EEG signals is crucial for brain-computer interfaces (BCIs) and neuroprosthetic applications, yet many existing methods fail to account for the non-Eucli…
cs.LG2025
RSAttAE: An Information-Aware Attention-based Autoencoder Recommender System
Amirhossein Dadashzadeh Taromi, Sina Heydari, Mohsen Hooshmand +1
Recommender systems play a crucial role in modern life, including information retrieval, the pharmaceutical industry, retail, and entertainment. The entertainment sector, in partic…