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cs.LG2026
EGiME: Entropy-Guided Model Evaluation in Few-Shot Learning
Dequan Jin, Tao Li, Lifeng Xing +2
The feature-extraction quality of pre-trained models sets the ceiling of downstream transfer learning, yet few-shot model selection remains difficult: supervised evaluation on scar…
eess.SP2026
VAMP-Diff: VampPrior Latent Diffusion for Photoplethysmography Modeling
Fatemeh Ghasemi Balouei, Nathan Willemsen, Mahesh Banavar +1
Photoplethysmography (PPG) has become a ubiquitous physiological signal; however, current generative models still struggle to preserve realistic waveform morphology and learn a lat…