A WGAN-GP achieves closer spectral alignment and lower MMD than a diffusion model for EEG artifact synthesis, but class-conditional recovery is weak for both.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
ArtifactGen: Benchmarking WGAN-GP vs Diffusion for Label-Aware EEG Artifact Synthesis
A WGAN-GP achieves closer spectral alignment and lower MMD than a diffusion model for EEG artifact synthesis, but class-conditional recovery is weak for both.