2024
Modality Re-Balance for Visual Question Answering: A Causal Framework
ICASSP 2024accepted
Visual Question Answering (VQA) models often prioritize language cues over visual knowledge, leading to the "language prior" phenomenon. To address this, researchers have proposed methods to balance language and image information during training and inference. However, these approaches often struggl…