MVSL improves low-resource biomedical image classification via decoupled vision-language adaptation, multi-granularity contrastive learning, and LLM-based semantic regularization.
Layer-wise mutual information meta- learning network for few-shot segmentation.IEEE Transactions on Neural Networks and Learning Systems, 36(5):9684–9698
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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.