MSLoRA-CR incrementally adds modality-specific LoRA branches to a frozen medical LVLM with contrastive regularization, reporting improved overall performance over separate per-modality models on nine biomedical datasets.
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
CONDITIONAL 1representative citing papers
citing papers explorer
-
Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning
MSLoRA-CR incrementally adds modality-specific LoRA branches to a frozen medical LVLM with contrastive regularization, reporting improved overall performance over separate per-modality models on nine biomedical datasets.