Raman Spectroscopy Pre-Trained Encoder: A Self-Supervised Learning Approach for Data-Efficient Domain-Independent Spectroscopy Analysis
Abhiraam Eranti, Yogesh Tewari, Rafael Palacios, Amar Gupta • IEEE Access
(2026)
Deep-learning methods have boosted the analytical power of Raman spectroscopy, yet they still require large, task-specific, labeled datasets and often fail to transfer across application domains. The study explores pre-trained encoders as a...
DOAJ
Open Access (DOAJ)
DOI:
10.1109/ACCESS.2026.3672109