J Mun, M Cho, B Han - Proceedings of the AAAI conference on artificial …, 2017 - ojs.aaai.org
… visual attention. This exemplar-based attentionmodel is learned within our imagecaptioning ar… -based scheme to learn attention using multiple exemplar guidance captions. This avoids …
… deep learning models for imagecaptioning. Instead of offering a … deep imagecaptioning models, we explain various types of attention mechanisms used for the task of imagecaptioning …
L Huang, W Wang, J Chen… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
… “attention gate” using the attention result and the current context, then adds another attention … We apply AoA to both the encoder and the decoder of our imagecaptioningmodel, which …
… For other tasks with complex inputs, such as imagecaptioning, the notion of parts is less … novel attentionmodel and three different ways to select parts of the image, or areas of attention, …
W Wang, Z Chen, H Hu - Proceedings of the AAAI conference on …, 2019 - ojs.aaai.org
… In this paper, we propose a Hierarchical Attention Network (HAN) for imagecaptioning. The key of our work is adopting semantically weak patch features, semantically moderate object …
Y Pan, T Yao, Y Li, T Mei - … of the IEEE/CVF conference on …, 2020 - openaccess.thecvf.com
… attention mechanism for imagecaptioning. In this paper, we introduce a unified attention block — X-Linear attention … Technically, X-Linear attention block simultaneously exploits both …
P Anderson, X He, C Buehler… - Proceedings of the …, 2018 - openaccess.thecvf.com
… a bottom-up attentionmodel in Section 3.1. In Section 3.2 we outline the architecture of our imagecaptioningmodel and in Section 3.3 we outline our VQA model. We note that for the top…
… in relation to the image content. In this … attentionmodel for imagecaptioning. We focus on training a good attribute-inference model via the recurrent neural network (RNN) for image …
S He, HR Tavakoli, A Borji… - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
… in human attention during free-viewing and imagecaptioning tasks. … attention deployment mechanisms in the top-down soft attention approach that is argued to mimic human attention …