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#diffusion models Open access Sep 2026

Classification-aware conditional diffusion-augmented criss-cross graph transformer for EEG-based emotion recognition

Reliable electroencephalogram (EEG)-based emotion recognition remains challenging because labeled recordings are limited, noisy, non-stationary, and strongly subject dependent. This paper proposes a classification-aware conditional diffusion-augmented criss-cross graph transformer for raw EEG emotion recognition. Unlik...

Yudong Zhao, Fengping Zhu, Li Xu · 0 citations

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