Dual Causal Inference: Integrating Backdoor Adjustment and Instrumental Variable Learning for Medical VQA
arXiv:2604.20306v1 Announce Type: new
Abstract: Medical Visual Question Answering (MedVQA) aims to generate clinically reliable answers conditioned on complex medical images and questions. However, existing methods often overfit to superficial cross-m…