Tristan Maidment

Domain-Robust VQA With Diverse Datasets and Methods but No Target Labels

The observation that computer vision methods overfit to dataset specifics has inspired diverse attempts to make object recognition models robust to domain shifts. However, similar work on domain-robust visual question answering methods is very limited. Domain adaptation for VQA differs from adaptati…