Exploring duality in visual question-driven top-down saliency

• Main Authors: HE, Shengfeng, HAN, Chu, HAN, Guoqiang, QIN, Jing
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Task analysis; Visualization; Feature extraction; Training; Pipelines; Learning systems; Knowledge discovery; Dual learning; saliency; visual question answering (VQA); visual question generation (VQG); Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/7857
• Institution: Singapore Management University

Top-down, goal-driven visual saliency exerts a huge influence on the human visual system for performing visual tasks. Text generations, like visual question answering (VQA) and visual question generation (VQG), have intrinsic connections with top-down saliency, which is usually involved in both VQA...