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Jaeseung Sim

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Open access Jul 2026

Projection-Free CLIP-Scale EEG Latents via a U-Net-Style Autoencoder

A lightweight and projection-free autoencoder that directly outputs compact, Contrastive Language–Image Pre-training (CLIP)-scale latent vectors trained toward the CLIP embedding space, achieving superior signal reconstruction fidelity across time and frequency domains using significantly fewer parameters than traditio...

Jeyoung Lee, Jaekwan Ahn, Jaeseung Sim et al. · 0 citations

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