The rapid advancement of generative models facilitating the creation of hyper-realistic
images from textual descriptions has concurrently escalated critical societal concerns such …

Despite significant advancements in text-to-image models for generating high-quality
images, these methods still struggle to ensure the controllability of text prompts over images …

The ability to understand visual concepts and replicate and compose these concepts from
images is a central goal for computer vision. Recent advances in text-to-image (T2I) models …

Despite the recent advances in personalized text-to-image (P-T2I) generative models,
subject-driven T2I remains challenging. The primary bottlenecks include 1) Intensive training …

Text-to-video (T2V) generation models have advanced significantly, yet their ability to
compose different objects, attributes, actions, and motions into a video remains unexplored …

In the rapidly evolving field of Generative Artificial Intelligence (Gen-AI) for imaging, models
such as DALL· E3 and Stable Diffusion have transitioned from theoretical concepts to …