XVerse learns token-specific offsets that modify the text-stream modulation of a diffusion transformer, enabling multi-subject identity and attribute control in image generation.
Deep unsupervised learning using nonequilibrium thermodynamics
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XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation
XVerse learns token-specific offsets that modify the text-stream modulation of a diffusion transformer, enabling multi-subject identity and attribute control in image generation.