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What is EmoGen: Emotion-Focused Image Generation about?

The paper presents EmoGen, a novel approach for generating emotional images using text-to-image diffusion models, focusing on creating images that are both semantically clear and emotionally faithful. It introduces an emotion space to better capture emotional relationships and proposes a mapping network to align this space with the CLIP model, enhancing the generation of images that evoke specific emotions. The method outperforms existing state-of-the-art approaches and has potential applications in emotion

Author

wesam.elraghy

Language

EN