EmoStyle injects LLM-inferred valence-arousal and emotion labels into Z-Image via AdaLN-style residual modulation over style-bucket LoRA experts, plus VLM candidate ranking, and ranked first on AffectiveArt Track 1.
InUA VM 2025 – Proceedings of the 3rd International Workshop on UA Vs in Multimedia: Capturing the World from a New Perspective, Co-located with MM 2025
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EmoStyle: Affective Conditioning of Style-Specialist Experts for Emotional Image Generation
EmoStyle injects LLM-inferred valence-arousal and emotion labels into Z-Image via AdaLN-style residual modulation over style-bucket LoRA experts, plus VLM candidate ranking, and ranked first on AffectiveArt Track 1.