MVSL improves low-resource biomedical image classification via decoupled vision-language adaptation, multi-granularity contrastive learning, and LLM-based semantic regularization.
Vision transformer and explainable transfer learning models for auto detection of kidney cyst, stone and tumor from ct-radiography.Scientific Reports, 12(1):1–14
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Multi-View Synergistic Learning with Vision-Language Adaption for Low-Resource Biomedical Image Classification
MVSL improves low-resource biomedical image classification via decoupled vision-language adaptation, multi-granularity contrastive learning, and LLM-based semantic regularization.