Model Agnostic Information Biasing for VQA

We propose the task of free-form and open-ended Visual Question Answering (VQA). Given an image and a natural language question about the image, the task is to provide an accurate natural language answer. Mirroring real-world scenarios, such as helping ...

Recently, Visual Question Answering (VQA) has emerged as one of the most significant tasks in multimodal learning as it requires understanding both visual and textual modalities. Existing methods mainly rely on extracting image and question features to ...

Visual Question Answering (VQA) is a task born out of the need to answer queries regarding images or videos. Unlike simpler tasks such as classification or regression, VQA requires expertise from both computer vision and language modeling domains. ...