Changheon Kim

X-FLoRA: Cross-modal Federated Learning with Modality-expert LoRA for Medical VQA

Medical visual question answering (VQA) and federated learning (FL) have emerged as vital approaches for enabling privacy-preserving, collaborative learning across clinical institutions. However, both these approaches face significant challenges in cross-modal FL scenarios, where each client possess