As information exists in various modalities in real world, effective interaction and fusion
among multimodal information plays a key role for the creation and perception of multimodal …

We present Imagen, a text-to-image diffusion model with an unprecedented degree of
photorealism and a deep level of language understanding. Imagen builds on the power of …

The artistic style within a painting is the means of expression, which includes not only the
painting material, colors, and brushstrokes, but also the high-level attributes, including …

Diffusion models have shown great promise in text-guided image style transfer, but there is a
trade-off between style transformation and content preservation due to their stochastic …

Instruction-based image editing improves the controllability and flexibility of image
manipulation via natural commands without elaborate descriptions or regional masks …

Generating a video given the first several static frames is challenging as it anticipates
reasonable future frames with temporal coherence. Besides video prediction, the ability to …

Despite the impressive results of arbitrary image-guided style transfer methods, text-driven
image stylization has recently been proposed for transferring a natural image into a stylized …

Recently, the multimedia community has witnessed the rise of diffusion models trained on
large-scale multi-modal data for visual content creation, particularly in the field of text-to …

With the development of the theory and technology of computer science, machine or
computer painting is increasingly being explored in the creation of art. Machine-made works …

Understanding the emotions in text and presenting them visually is a very challenging
problem that requires a deep understanding of natural language and high-quality image …