Papers with model impressions
Impressions: Visual Semiotics and Aesthetic Impact Understanding (2023.emnlp-main)
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| Challenge: | Existing image captioning and conditional generation models struggle to simulate plausible human responses to images. |
| Approach: | They propose a dataset to investigate the semiotics of images and how visual features and design choices can elicit specific emotions, thoughts and beliefs. |
| Outcome: | The proposed dataset improves existing models for image captioning and conditional generation. |