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A Hierarchical Approach for Generating Descriptive Image Paragraphs

CVPR 2017 • Jonathan Krause • Justin Johnson • Ranjay Krishna • Li Fei-Fei

Recent progress on image captioning has made it possible to generate novel sentences describing images in natural language, but compressing an image into a single sentence can describe visual content in only coarse detail. While one new captioning approach, dense captioning, can potentially describe images in finer levels of detail by captioning many regions within an image, it in turn is unable to produce a coherent story for an image... (read more)

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Image Paragraph Captioning

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COCO Penn Treebank Visual Genome

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