Skip to content

PaperCodex

Subscribe

Subject-driven Generation

OmniGen: One Unified Model for All Image Generation Tasks—No Plugins, No Preprocessing, Just Prompts

OmniGen: One Unified Model for All Image Generation Tasks—No Plugins, No Preprocessing, Just Prompts 4282

Modern image generation is powerful—but fragmented. Depending on your goal—generating from text, editing existing images, preserving a person’s identity, or…

12/19/2025Image Editing, Subject-driven Generation, Text-to-Image Generation
USO: Unified Image Generation that Preserves Subjects and Applies Styles in One Framework

USO: Unified Image Generation that Preserves Subjects and Applies Styles in One Framework 1194

Generative AI has made remarkable strides in image synthesis, yet many tools force users to choose between style-driven and subject-driven…

12/19/2025Style Transfer, Subject-driven Generation, Unified Image Generation
Copyright © 2026 PaperCodex.
  • Facebook
  • YouTube
  • Twitter

PaperCodex