Relational Captioning
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Benchmarks
Most implemented
Dense Relational Image Captioning via Multi-task Triple-Stream Networks
2020-10-08 · 구현 1개
Papers
Semi-Supervised Image Captioning by Adversarially Propagating Labeled Data
2023-01-26
· Dong-Jin Kim, Tae-Hyun Oh, Jinsoo Choi, In So Kweon
We present a novel data-efficient semi-supervised framework to improve the generalization of image captioning models. Constructing a large-scale labeled image captioning dataset is an expensive task in terms of labor, ti…
Image CaptioningRelational CaptioningSentenceDense Relational Image Captioning via Multi-task Triple-Stream Networks
2020-10-08
· Dong-Jin Kim, Tae-Hyun Oh, Jinsoo Choi, In So Kweon
We introduce dense relational captioning, a novel image captioning task which aims to generate multiple captions with respect to relational information between objects in a visual scene. Relational captioning provides ex…
Graph GenerationImage CaptioningObjectPOS+3Dense Relational Captioning: Triple-Stream Networks for Relationship-Based Captioning
2019-03-14 · CVPR 2019 6
· Dong-Jin Kim, Jinsoo Choi, Tae-Hyun Oh, In So Kweon
Our goal in this work is to train an image captioning model that generates more dense and informative captions. We introduce "relational captioning," a novel image captioning task which aims to generate multiple captions…
DiversityImage CaptioningPOSRelational Captioning