The generation of large-scale urban layouts has garnered substantial interest across various
disciplines. Prior methods have utilized procedural generation requiring manual rule coding …

We develop a diffusion-based approach for various document layout sequence generation.
Layout sequences specify the contents of a document design in an explicit format. Our novel …

Modeling and designing urban building layouts is of significant interest in computer vision,
computer graphics, and urban applications. A building layout consists of a set of buildings in …

Text-to-video generation has been dominated by end-to-end diffusion-based or
autoregressive models. On one hand, those novel models provide plausible versatility, but …

Image inpainting aims to restore missing or damaged regions of an image with plausible
visual content. Most existing methods always face challenges when dealing with large hole …

Synthetic generation of post-surgical outcomes holds significant value in the clinical domain,
particularly for Cleft lip and Palate surgery. These synthetic images can be utilized for …

Existing conditional generation models using generative adversarial networks (GANs) suffer
from two common limitations: 1) they heavily rely on supervision, or 2) their performance is …