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Vision-to-Language Tasks Based on Attributes and Attention Mechanism
To make full use of these information, this paper attempt to exploit the text guided attention and semantic-guided attention (SA) to find the more correlated spatial information and reduce the semantic gap between vision and language.
3G structure for image caption generation
In this paper, we propose a model with 3-gated model which fuses the global and local image features together for the task of image caption generation.
Multi-modal gated recurrent units for image description
And in the testing step, when an image is imported to our multi-modal GRU model, a sentence which describes the image content is generated.
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