Exploring Duality in Visual Question-Driven Top-Down Saliency

IEEE Transactions on Neural Networks and Learning Systems, pp. 2672-2679, 2019.

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Abstract:

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 and VQG processes in an unsupervised man...More

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