While text-to-visual models now produce photo-realistic images and videos they struggle
with compositional text prompts involving attributes relationships and higher-order …

Personalized image generation holds great promise in assisting humans in everyday work
and life due to its impressive function in creatively generating personalized content …

Recent advancements in adverse weather restoration have shown potential, yet the
unpredictable and varied combinations of weather degradations in the real world pose …

With the power of large language models (LLMs), open-ended embodied agents can flexibly
understand human instructions, generate interpretable guidance strategies, and output …

Diffusion Models have shown remarkable performance in image generation tasks which are
capable of generating diverse and realistic image content. When adopting diffusion models …

Text-to-Image (T2I) models have made significant advancements in recent years, but they
still struggle to accurately capture intricate details specified in complex compositional …

While text-to-visual models now produce photo-realistic images and videos, they struggle
with compositional text prompts involving attributes, relationships, and higher-order …

Text-to-image (T2I) generation has made significant advances in recent years, but
challenges still remain in the generation of perceptual artifacts, misalignment with complex …

We present a maximum entropy inverse reinforcement learning (IRL) approach for improving
the sample quality of diffusion generative models, especially when the number of generation …

Humans possess an astonishing ability to understand stories presented in text and to create
related images through imagination. This cognitive ability aids in comprehension and …