Exploring Human-Like Attention Supervision in Visual Question Answering

Abstract

Attention mechanisms have been widely applied in the Visual Question Answering (VQA) task, as they help to focus on the area-of-interest of both visual and textual information. To answer the questions correctly, the model needs to selectively target different areas of an image, which suggests that an attention-based model may benefit from an explicit… (More)

10 Figures and Tables

Topics

  • Presentations referencing similar topics