Text-to-Image (T2I) diffusion models have shown impressive results in generating visually compelling images following user prompts. Building on this, various methods further fine-tune the pre-trained T2I model for specific tasks. However, this requires separate model architectures, training designs, and multiple parameter sets to handle different tasks. In this paper, we introduce UniVG, a.. {{nav.tagsOnDisplay()}} {{nav.patient.firstname + ' ' + nav.patient.lastname}} {{nav.patient.firstname + ' ' + nav.patient.lastname}} {{nav.patient.dob | momentDate.

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The Need for Unified Image Generation Traditionally, image generation systems have focused on specific tasks, such as turning text descriptions into images or editing existing pictures. However, these systems often require separate components or models for different tasks, making them cumbersome and less efficient. A unified model that can handle multiple tasks seamlessly could simplify the.. This paper presents UNIMO-G, a simple multimodal conditional diffusion framework that operates on multimodal prompts with interleaved textual and visual inputs, which demonstrates a unified ability for both text-driven and subject-driven image generation.