129 citations · 798 across the 46 of their papers we have counts for
4 papers · 1 filter
Transform and Tell: Entity-Aware News Image Captioning
Alasdair Tran, Alexander Mathews, Lexing Xie
We propose an end-to-end model which generates captions for images embedded in news articles. News images present two key challenges: they rely on real-world knowledge, especially…
SemStyle: Learning to Generate Stylised Image Captions using Unaligned Text
Alexander Mathews, Lexing Xie, Xuming He
Linguistic style is an essential part of written communication, with the power to affect both clarity and attractiveness. With recent advances in vision and language, we can start…
Describing Natural Images Containing Novel Objects with Knowledge Guided Assitance
Aditya Mogadala, Umanga Bista, Lexing Xie +1
Images in the wild encapsulate rich knowledge about varied abstract concepts and cannot be sufficiently described with models built only using image-caption pairs containing select…
SentiCap: Generating Image Descriptions with Sentiments
Alexander Mathews, Lexing Xie, Xuming He
The recent progress on image recognition and language modeling is making automatic description of image content a reality. However, stylized, non-factual aspects of the written des…