Multimodal Medical Image Parsing with Task-Specific Low-Rank Adapters.

arXiv:2610.19901v1 Announce Type: cross Abstract: Adapting a single vision-language model to medical image parsing requires training choices that reflect the demands of each task. We study task-specific adaptation with Qwen3.5-9B for FLARE 2026 Task 3, coverin